Sync StreamDelta directory

Co-authored-by: TRAE CLI <noreply@bytedance.com>

optimization/analysis/iter19_dual_trajectory_union_dev18/shard6.json

@@ -1,565 +1,3 @@
-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_eval_asi_full.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter14_dual_candidate/iter17_closed_set_dev18.manifest.json",
-  "trajectory_non_rec": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260712_152611_qwen36_27b_agent_full_continuous_nothink_shared_autocount/trajectories",
-  "trajectory_rec": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260719_213446_qwen36_27b_agent_forward_full_continuous_nothink_shared/trajectories",
-  "secondary_trajectory_dir": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260703_153405_qwen36_27b_agent_500_continuous_nothink_tp1x4_shared_asifull/trajectories",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.0,
-  "union_candidate_retrieval": true,
-  "num_shards": 8,
-  "shard_index": 6,
-  "code_sha256": "70f9a66f6657a9bdb08c9152c980e6628b66392a4a8d699383f90ece5576f80d",
-  "answerability_contract": "specific grounded resolved answer required; answer detail must be distinctive from query and present in pre-query structured evidence; only grounded No-to-Yes switches are permitted",
-  "summary": {
-    "coverage": 1,
-    "formal_valid": 1,
-    "alternative_valid": 1,
-    "both_valid": 1,
-    "switches": 0,
-    "formal_correct": 0,
-    "candidate_correct": 0,
-    "gain": 0,
-    "loss": 0,
-    "task_label_tokens_in_prompts": 0
-  },
-  "rows": [
-    {
-      "id": "1014",
-      "task": "ATR",
-      "schema": "closed_set",
-      "source": "1014",
-      "stratum": "0703_only",
-      "gt": "B",
-      "formal_candidate": "A. Plastic",
-      "alternative_candidate": "B. Metal",
-      "question_time": 99,
-      "evidence_query": "material object cleaned",
-      "retrieval_queries_sha256": [
-        "38622cdf761b20205041cb2704e5260065a3ce8a0be1240e39c445777d93b6c8",
-        "f3b3095f0c4c4ef93b9d79c81323b8e030ffe31d61466b7b0df05333fc53b4f9",
-        "0070773afa7be478fd18e1f629e018635a6ea4b876120690b4f4a28777d46277",
-        "38622cdf761b20205041cb2704e5260065a3ce8a0be1240e39c445777d93b6c8",
-        "f3b3095f0c4c4ef93b9d79c81323b8e030ffe31d61466b7b0df05333fc53b4f9",
-        "0070773afa7be478fd18e1f629e018635a6ea4b876120690b4f4a28777d46277"
-      ],
-      "primary_event_count": 18,
-      "primary_episode_count": 6,
-      "secondary_event_count": 18,
-      "secondary_episode_count": 4,
-      "selected_events": [
-        {
-          "t": 0,
-          "kind": "observation",
-          "text": "[nov=1.00] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's arms are extended into the sink area, holding the bowl under the water stream. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible extending into the sink — washing a bowl; no other people visible. • objects: clear plastic bowl [being washed, under running water] held in person's hands in the sink; faucet [on, water flowing] above the sink; stainless-steel sink [in use] center frame; digital kitchen scale [off, white display] on counter to the right; yellow roll of tape [static] on counter top edge; black appliance with digital display [on, showing red numbers] bottom left corner; stainless-steel counter surfaces surrounding the sink. • actions: person washing clear plastic bowl under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red numerals (partially visible, unreadable); kitchen scale display is blank/white. • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink, indoor • delta: (initial frame)",
-          "ref_frame": 0,
-          "is_change": true,
-          "parent_episode_id": 1
-        },
-        {
-          "t": 0,
-          "kind": "observation",
-          "text": "[nov=1.00] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's right hand holds the faucet spout while the left hand supports the bowl beneath the water stream. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the sink area — washing a bowl; no other people visible. • objects: clear plastic bowl [being rinsed, under running water] in sink basin; metal faucet [running, water flowing] above sink; digital kitchen scale [static, off] on counter to the right; yellow roll of tape [static] on counter top edge; stainless-steel sink [in use] center frame; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person rinsing clear plastic bowl under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink, indoor • delta: (initial frame)",
-          "ref_frame": 0,
-          "is_change": true,
-          "parent_episode_id": 1
-        },
-        {
-          "t": 1,
-          "kind": "observation",
-          "text": "[nov=0.43] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's hands are actively manipulating the bowl under the water stream, with the right hand holding a green sponge or scrubber. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible extending into the sink — washing a bowl with a green sponge; no other people visible. • objects: clear plastic bowl [being washed, under running water] held in person's hands in the sink; green sponge/scrubber [held, in use] in person's right hand; faucet [on, water flowing] above the sink; stainless-steel sink [in use] center frame; digital kitchen scale [off, white display] on counter to the right; yellow roll of tape [static] on counter top edge; black appliance with digital display [on, showing red numbers] bottom left corner; stainless-steel counter surfaces surrounding the sink. • actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red numerals (partially visible, unreadable); kitchen scale display is blank/white. • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down",
-          "ref_frame": 1,
-          "is_change": true,
-          "parent_episode_id": 1
-        },
-        {
-          "t": 1,
-          "kind": "observation",
-          "text": "[nov=0.46] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's right hand holds a green sponge under the water stream while the left hand supports the bowl. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the sink area — washing a bowl with a sponge; no other people visible. • objects: clear plastic bowl [being washed, under running water] in sink basin; metal faucet [running, water flowing] above sink; green sponge [held, in use] in person's right hand; digital kitchen scale [static, off] on counter to the right; yellow roll of tape [static] on counter top edge; stainless-steel sink [in use] center frame; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink, indoor • delta: person's right hand now holds a green sponge under the faucet (previously only h",
-          "ref_frame": 1,
-          "is_change": true,
-          "parent_episode_id": 1
-        },
-        {
-          "t": 4,
-          "kind": "observation",
-          "text": "[nov=0.74] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's hands are actively scrubbing the bowl with a green sponge under the water stream, with both hands gripping the bowl. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible extending into the sink — washing a bowl with a green sponge; no other people visible. • objects: clear plastic bowl [being washed, under running water] held in person's hands in the sink; green sponge/scrubber [held, in use] in person's right hand; faucet [on, water flowing] above the sink; stainless-steel sink [in use] center frame; digital kitchen scale [off, white display] on counter to the right; yellow roll of tape [static] on counter top edge; black appliance with digital display [on, showing red numbers] bottom left corner; stainless-steel counter surfaces surrounding the sink. • actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red numerals (partially visible, unreadable); kitchen scale display is blank/white. • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at ",
-          "ref_frame": 4,
-          "is_change": true,
-          "parent_episode_id": 2
-        },
-        {
-          "t": 8,
-          "kind": "observation",
-          "text": "[nov=0.74] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's right hand holds a green sponge under the water stream while the left hand supports the bowl, continuing the washing action. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the sink area — washing a bowl with a sponge; no other people visible. • objects: clear plastic bowl [being washed, under running water] in sink basin; metal faucet [running, water flowing] above sink; green sponge [held, in use] in person's right hand; digital kitchen scale [static, off] on counter to the right; yellow roll of tape [static] on counter top edge; stainless-steel sink [in use] center frame; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink, indoor • delta: person's left hand has shifted slightly outward, ",
-          "ref_frame": 8,
-          "is_change": true,
-          "parent_episode_id": 2
-        },
-        {
-          "t": 17,
-          "kind": "observation",
-          "text": "[template-copy | nov=0.10] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's right hand holds a green sponge under the water stream while the left hand supports the bowl, continuing the washing action. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the sink area — washing a bowl with a sponge; no other people visible. • objects: clear plastic bowl [being washed, under running water] in sink basin; metal faucet [running, water flowing] above sink; green sponge [held, in use] in person's right hand; digital kitchen scale [static, off] on counter to the right; yellow roll of tape [static] on counter top edge; stainless-steel sink [in use] center frame; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink, indoor • delta: person's right hand has adjusted ",
-          "ref_frame": 17,
-          "is_change": false,
-          "parent_episode_id": 3
-        },
-        {
-          "t": 26,
-          "kind": "observation",
-          "text": "[template-copy | nov=0.00] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's hands are actively scrubbing the bowl with a green sponge under the water stream, with both hands gripping the bowl. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible extending into the sink — washing a bowl with a green sponge; no other people visible. • objects: clear plastic bowl [being washed, under running water] held in person's hands in the sink; green sponge/scrubber [held, in use] in person's right hand; faucet [on, water flowing] above the sink; stainless-steel sink [in use] center frame; digital kitchen scale [off, white display] on counter to the right; yellow roll of tape [static] on counter top edge; black appliance with digital display [on, showing red numbers] bottom left corner; stainless-steel counter surfaces surrounding the sink. • actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red numerals (partially visible, unreadable); kitchen scale display is blank/white. • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot ",
-          "ref_frame": 26,
-          "is_change": false,
-          "parent_episode_id": 3
-        },
-        {
-          "t": 30,
-          "kind": "observation",
-          "text": "description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's hands are actively scrubbing the bowl with a green sponge under the water stream, with both hands gripping the bowl. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible extending into the sink — washing a bowl with a green sponge; no other people visible. objects: clear plastic bowl [being washed, under running water] held in person's hands in the sink; green sponge/scrubber [held, in use] in person's right hand; faucet [on, water flowing] above the sink; stainless-steel sink [in use] center frame; digital kitchen scale [off, white display] on counter to the right; yellow roll of tape [static] on counter top edge; black appliance with digital display [on, showing red numbers] bottom left corner; stainless-steel counter surfaces surrounding the sink. actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] on-screen-text: digital display on bottom-left appliance shows red numerals (partially visible, unreadable); kitchen scale display is blank/white. scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink, indoor delta: per",
-          "ref_frame": 30,
-          "is_change": false,
-          "parent_episode_id": 3
-        },
-        {
-          "t": 34,
-          "kind": "observation",
-          "text": "[nov=0.72] • description: First-person view of a person in a kitchen sink area, now holding a large clear plastic pitcher/container in their right hand while their left hand rests near the sink drain. A black electric pot with a glass lid sits on a drying rack to the left of the sink. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a clear plastic pitcher in right hand, left hand near sink; no other people visible. • objects: clear plastic pitcher [held, upright] in person's right hand, positioned over the sink; black electric pot with glass lid [closed, static] on metal drying rack left of sink; stainless-steel sink [empty, no water running] center frame; faucet [off, no water flowing] above sink; green sponge [resting] on sink edge; digital kitchen scale [off, white display] on counter right; yellow bottle [static] on counter right; stainless-steel counter surfaces surrounding the sink; white cloth/towel [draped] on left counter edge. • actions: person holding clear plastic pitcher [IN-PROGRESS]; person's left hand resting near sink drain [STATIC] • on-screen-text: (none) • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink area, indoor • delta: MAJOR CHANGE — person has",
-          "ref_frame": 34,
-          "is_change": true,
-          "parent_episode_id": 3
-        },
-        {
-          "t": 38,
-          "kind": "observation",
-          "text": "Observation: The person continues to hold the large clear plastic pitcher in their right hand over the sink area. The left hand is now reaching toward the pitcher, appearing to grasp or adjust its position. The black electric pot with glass lid remains on the drying rack to the left. The faucet is off, and the sink is empty. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a clear plastic pitcher in right hand, left hand reaching toward pitcher; no other people visible. objects: clear plastic pitcher [held, upright] in person's right hand, positioned over the sink; black electric pot with glass lid [closed, static] on metal drying rack left of sink; stainless-steel sink [empty, no water running] center frame; faucet [off, no water flowing] above sink; green sponge [resting] on sink edge; digital kitchen scale [off, white display] on counter right; yellow bottle [static] on counter right; stainless-steel counter surfaces surrounding the sink; white cloth/towel [draped] on left counter edge. actions: person holding clear plastic pitcher [IN-PROGRESS]; person's left hand reaching toward pitcher [IN-PROGRESS] on-screen-text: (none) scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at si",
-          "ref_frame": 38,
-          "is_change": false,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 42,
-          "kind": "observation",
-          "text": "description: First-person view of a person in a commercial kitchen sink area, holding a large clear plastic pitcher in their right hand over the sink. The left hand is reaching toward and grasping the pitcher. A black electric pot with a glass lid sits on a metal drying rack to the left of the sink. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a clear plastic pitcher in right hand, left hand reaching toward pitcher; no other people visible. objects: clear plastic pitcher [held, upright] in person's right hand, positioned over the sink; black electric pot with glass lid [closed, static] on metal drying rack left of sink; stainless-steel sink [empty, no water running] center frame; faucet [off, no water flowing] above sink; green sponge [resting] on sink edge; digital kitchen scale [off, white display] on counter right; yellow bottle [static] on counter right; stainless-steel counter surfaces surrounding the sink; white cloth/towel [draped] on left counter edge. actions: person holding clear plastic pitcher [IN-PROGRESS]; person's left hand reaching toward pitcher [IN-PROGRESS] on-screen-text: (none) scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink area, indoor delta: per",
-          "ref_frame": 42,
-          "is_change": false,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 46,
-          "kind": "observation",
-          "text": "At t=46s, the scene has changed significantly. The person is no longer holding the clear plastic pitcher. Instead, their right hand is holding a white circular object with multiple holes (appears to be a steamer tray or colander insert). The left arm is extended into the sink area. The orange/red bowl is visible in the upper right. The black electric pot is no longer visible in this frame.",
-          "ref_frame": null,
-          "is_change": false,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 46,
-          "kind": "observation",
-          "text": "Observation: description: First-person view of a person in a commercial kitchen sink area, holding a white circular steamer tray with multiple holes in their right hand. The left arm is extended into the sink area, reaching toward the faucet or sink interior. An orange/red bowl is visible in the upper right corner. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a white steamer tray in right hand, left arm extended into sink area; no other people visible. objects: white circular steamer tray with 7 visible holes [held, in use] in person's right hand; orange/red bowl [static] upper right corner; stainless-steel sink [empty, no water running] center frame; faucet [off, no water flowing] above sink; stainless-steel counter surfaces surrounding the sink. actions: person holding white steamer tray [IN-PROGRESS]; person's left arm reaching into sink area [IN-PROGRESS] on-screen-text: (none) scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink area, indoor delta: person's right hand has shifted grip on the white steamer tray, fingers now more spread across the surface; left arm remains extended into sink area with slight positional adjustment; orange bowl in upper right remains stati",
-          "ref_frame": 46,
-          "is_change": false,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 49,
-          "kind": "observation",
-          "text": "[template-copy | nov=0.00] • description: First-person view of a person washing a clear plastic bowl under a running faucet in a stainless-steel kitchen sink. The person's right hand holds a green sponge under the water stream while the left hand supports the bowl, continuing the washing action. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the sink area — washing a bowl with a sponge; no other people visible. • objects: clear plastic bowl [being washed, under running water] in sink basin; metal faucet [running, water flowing] above sink; green sponge [held, in use] in person's right hand; digital kitchen scale [static, off] on counter to the right; yellow roll of tape [static] on counter top edge; stainless-steel sink [in use] center frame; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person washing clear plastic bowl with green sponge under faucet [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink, indoor • delta: person's left hand has shifted sl",
-          "ref_frame": 49,
-          "is_change": false,
-          "parent_episode_id": 3
-        },
-        {
-          "t": 50,
-          "kind": "observation",
-          "text": "[nov=0.57] description: First-person view of a person in a commercial kitchen sink area, holding a white circular steamer tray with multiple holes in their right hand. The left arm is extended into the sink area, reaching toward the faucet or sink interior. An orange/red bowl is visible in the upper right. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a white steamer tray in right hand, left arm extended into sink area; no other people visible. objects: white circular steamer tray with 7 visible holes [held, in use] in person's right hand; orange/red bowl [static] upper right corner; stainless-steel sink [empty, no water running] center frame; faucet [off, no water flowing] above sink; stainless-steel counter surfaces surrounding the sink. actions: person holding white steamer tray [IN-PROGRESS]; person's left arm reaching into sink area [IN-PROGRESS] on-screen-text: (none) scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink area, indoor delta: person's right hand has shifted grip on the white steamer tray, fingers now more spread across the surface; left arm remains extended into sink area with slight positional adjustment; orange bowl in upper right remains static.",
-          "ref_frame": 50,
-          "is_change": true,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 53,
-          "kind": "observation",
-          "text": "[nov=0.60] • description: First-person view of a person handling a large stack of clear plastic cups wrapped in plastic film at a stainless-steel counter in a commercial kitchen. The person's hands are manipulating the wrapped cup stack, with the right hand holding the top edge and the left hand supporting the bottom. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — handling a stack of plastic cups; no other people visible. • objects: stack of clear plastic cups [wrapped in plastic film, being held] in person's hands center frame; stainless-steel counter [static] beneath hands; digital kitchen scale [static, off] on counter to the left; metal pitcher [static] on counter left; yellow container with brown powder [static] on counter right; stainless-steel sink [static] in background; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person handling stack of plastic cups [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter, indoor • delta: s",
-          "ref_frame": 53,
-          "is_change": true,
-          "parent_episode_id": 3
-        },
-        {
-          "t": 54,
-          "kind": "observation",
-          "text": "[nov=0.54] • description: First-person view of a person in a commercial kitchen holding a stack of clear plastic cups wrapped in plastic film with both hands. The cups are positioned over a stainless-steel counter area, with various kitchen equipment visible in the background. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a stack of clear plastic cups with both hands; no other people visible. • objects: stack of clear plastic cups [held, wrapped in plastic film] in person's hands, center frame; stainless-steel counter [static] below; digital kitchen scale [off, white display] on counter left; black electric kettle [static] on counter back center; metal utensil tray [static] on counter back right; yellow container [static] bottom right corner; stainless-steel shelving [static] background; white storage bins [static] on shelves. • actions: person holding stack of clear plastic cups [IN-PROGRESS]; person's hands gripping the wrapped cup stack [STATIC] • on-screen-text: (none) • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter area, indoor • delta: MAJOR CHANGE — person is no longer holding the white steamer tray; instead, person now holds a stack of clear plastic cups ",
-          "ref_frame": 54,
-          "is_change": true,
-          "parent_episode_id": 5
-        },
-        {
-          "t": 57,
-          "kind": "observation",
-          "text": "[nov=0.25|static] • description: First-person view of a person handling a large stack of clear plastic cups wrapped in plastic film at a stainless-steel counter in a commercial kitchen. The person's hands are manipulating the wrapped cup stack, with the right hand holding the top edge and the left hand supporting the bottom. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — handling a stack of plastic cups; no other people visible. • objects: stack of clear plastic cups [wrapped in plastic film, being held] in person's hands center frame; stainless-steel counter [static] beneath hands; digital kitchen scale [static, off] on counter to the left; metal pitcher [static] on counter left; yellow container with brown powder [static] on counter right; stainless-steel sink [static] in background; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person handling stack of plastic cups [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter, indoor • d",
-          "ref_frame": 57,
-          "is_change": false,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 58,
-          "kind": "observation",
-          "text": "[nov=0.26|static] • description: First-person view of a person in a commercial kitchen holding a stack of clear plastic cups wrapped in plastic film with both hands. The cups are positioned over a stainless-steel counter area, with various kitchen equipment visible in the background. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a stack of clear plastic cups with both hands; no other people visible. • objects: stack of clear plastic cups [held, wrapped in plastic film] in person's hands, center frame; stainless-steel counter [static] below; digital kitchen scale [off, white display] on counter left; black electric kettle [static] on counter back center; metal utensil tray [static] on counter back right; yellow container [static] bottom right corner; stainless-steel shelving [static] background; white storage bins [static] on shelves. • actions: person holding stack of clear plastic cups [IN-PROGRESS]; person's hands gripping the wrapped cup stack [STATIC] • on-screen-text: (none) • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter area, indoor • delta: person's hands have shifted grip slightly on the cup stack, with the right hand moving marginally higher up the stac",
-          "ref_frame": 58,
-          "is_change": false,
-          "parent_episode_id": 5
-        },
-        {
-          "t": 61,
-          "kind": "observation",
-          "text": "[nov=0.54] • description: First-person view of a person at a stainless-steel counter in a commercial kitchen, now holding a single clear plastic cup in their left hand while their right hand reaches toward a beverage dispenser with multiple taps. The wrapped stack of cups is no longer being held. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — holding a single cup and reaching toward the dispenser; no other people visible. • objects: single clear plastic cup [held, unwrapped] in person's left hand; beverage dispenser [static, with multiple taps and gauges] center-top; stainless-steel counter [static] beneath hands; digital kitchen scale [static, off] on counter to the left; metal pitcher [static] on counter left; yellow container with brown powder [static] on counter right; stainless-steel sink [static] in background; black appliance with digital display [on, showing red digits] bottom-left corner; wrapped stack of plastic cups [absent from hands, likely placed down]. • actions: person holding single plastic cup [IN-PROGRESS]; person reaching toward beverage dispenser [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale",
-          "ref_frame": 61,
-          "is_change": true,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 62,
-          "kind": "observation",
-          "text": "[nov=0.19|static] • description: First-person view of a person in a commercial kitchen holding a stack of clear plastic cups wrapped in plastic film with both hands. The cups are positioned over a stainless-steel counter area, with various kitchen equipment visible in the background. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a stack of clear plastic cups with both hands; no other people visible. • objects: stack of clear plastic cups [held, wrapped in plastic film] in person's hands, center frame; stainless-steel counter [static] below; digital kitchen scale [off, white display] on counter left; black electric kettle [static] on counter back center; metal utensil tray [static] on counter back right; yellow container [static] bottom right corner; stainless-steel shelving [static] background; white storage bins [static] on shelves. • actions: person holding stack of clear plastic cups [IN-PROGRESS]; person's hands gripping the wrapped cup stack [STATIC] • on-screen-text: (none) • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter area, indoor • delta: person's left hand has shifted slightly lower on the cup stack compared to previous frame, while the right hand main",
-          "ref_frame": 62,
-          "is_change": false,
-          "parent_episode_id": 5
-        },
-        {
-          "t": 65,
-          "kind": "observation",
-          "text": "Observation: The person is holding a large stack of clear plastic cups wrapped in plastic film with both hands at a stainless-steel counter. The left hand supports the bottom of the stack while the right hand grips the side. A beverage dispenser with multiple taps is visible in the upper portion of the frame. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — holding a stack of plastic cups; no other people visible. objects: stack of clear plastic cups [wrapped in plastic film, being held] in person's hands center frame; stainless-steel counter [static] beneath hands; beverage dispenser [static, with multiple taps] upper center; digital kitchen scale [static, off] on counter to the left; metal pitcher [static] on counter left; yellow container with brown powder [static] on counter right; stainless-steel sink [static] in background; black appliance with digital display [on, showing red digits] bottom-left corner. actions: person holding stack of plastic cups [IN-PROGRESS] on-screen-text: 'CARBON' (white text on black background, on beverage dispenser, upper center); digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] scene: commercial/p",
-          "ref_frame": 65,
-          "is_change": false,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 66,
-          "kind": "observation",
-          "text": "[nov=0.02|static] • description: First-person view of a person in a commercial kitchen holding a stack of clear plastic cups wrapped in plastic film with both hands. The cups are positioned over a stainless-steel counter area, with various kitchen equipment visible in the background. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a stack of clear plastic cups with both hands; no other people visible. • objects: stack of clear plastic cups [held, wrapped in plastic film] in person's hands, center frame; stainless-steel counter [static] below; digital kitchen scale [off, white display] on counter left; black electric kettle [static] on counter back center; metal utensil tray [static] on counter back right; yellow container [static] bottom right corner; stainless-steel shelving [static] background; white storage bins [static] on shelves. • actions: person holding stack of clear plastic cups [IN-PROGRESS]; person's hands gripping the wrapped cup stack [STATIC] • on-screen-text: (none) • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter area, indoor • delta: person's right hand has shifted slightly upward on the cup stack compared to the previous frame, while the left hand",
-          "ref_frame": 66,
-          "is_change": false,
-          "parent_episode_id": 5
-        },
-        {
-          "t": 69,
-          "kind": "observation",
-          "text": "[nov=0.30|static] • description: First-person view of a person at a stainless-steel counter in a commercial kitchen, holding a single clear plastic cup in their left hand while their right hand reaches toward a beverage dispenser with multiple taps. The person appears to be preparing to dispense a beverage into the cup. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — holding a cup and reaching toward the dispenser; no other people visible. • objects: single clear plastic cup [held, empty] in person's left hand; beverage dispenser [static, with 4 visible taps arranged horizontally] center-top; stainless-steel counter [static] beneath hands; digital kitchen scale [static, off] on counter to the left; metal pitcher [static] on counter left; yellow container with brown powder [static] on counter right; stainless-steel sink [static] in background; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person holding single plastic cup [IN-PROGRESS]; person reaching toward beverage dispenser [IN-PROGRESS] • on-screen-text: 'CARBON' (white text on black background, on beverage dispenser, upper center); digital display on bottom-left appliance shows red digits (partially legible, appears to read",
-          "ref_frame": 69,
-          "is_change": false,
-          "parent_episode_id": 4
-        },
-        {
-          "t": 70,
-          "kind": "observation",
-          "text": "[nov=0.55] • description: First-person view of a person in a commercial kitchen holding a stack of clear plastic cups wrapped in plastic film with both hands over a stainless-steel counter. The scene is static with no significant movement from the previous frame. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a stack of clear plastic cups with both hands; no other people visible. • objects: stack of clear plastic cups [held, wrapped in plastic film] in person's hands, center frame; stainless-steel counter [static] below; digital kitchen scale [off, white display] on counter left; black electric kettle [static] on counter back center; metal utensil tray [static] on counter back right; yellow container [static] bottom right corner; stainless-steel shelving [static] background; white storage bins [static] on shelves. • actions: person holding stack of clear plastic cups [IN-PROGRESS]; person's hands gripping the wrapped cup stack [STATIC] • on-screen-text: (none) • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter area, indoor • delta: visually identical to t=66s — verified static",
-          "ref_frame": 70,
-          "is_change": true,
-          "parent_episode_id": 6
-        },
-        {
-          "t": 73,
-          "kind": "observation",
-          "text": "Observation: The scene has shifted back to the sink area; the person is standing near the stainless-steel sink with their hands no longer holding a cup or reaching for the dispenser. The camera angle is looking down at the sink and counter area. actors: 1 actor: 1) person wearing a black short-sleeved shirt, standing at the sink area — hands visible at the edges of the frame, not actively holding objects; no other people visible. objects: stainless-steel sink [static, empty] center-right; rice cooker [static, lid closed] on counter left; digital kitchen scale [static, off] on counter far left; various bottles and containers [static] on shelves and counter left; green sponge [static] near sink faucet; yellow soap dispenser [static] on counter top right; black appliance with digital display [on, showing red digits] bottom-left corner. actions: person standing at sink [IN-PROGRESS]; person's hands are idle or moving slightly at frame edges [IN-PROGRESS] on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at sink and counter, indoor delta: scene has changed from th",
-          "ref_frame": 73,
-          "is_change": false,
-          "parent_episode_id": 5
-        },
-        {
-          "t": 74,
-          "kind": "observation",
-          "text": "[nov=0.34] description: First-person view of a person in a commercial kitchen holding a stack of clear plastic cups wrapped in plastic film with both hands over a stainless-steel counter. The scene remains static with no significant movement from the previous frame. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a stack of clear plastic cups with both hands; no other people visible. objects: stack of clear plastic cups [held, wrapped in plastic film] in person's hands, center frame; stainless-steel counter [static] below; digital kitchen scale [off, white display] on counter left; black electric kettle [static] on counter back center; metal utensil tray [static] on counter back right; yellow container [static] bottom right corner; stainless-steel shelving [static] background; white storage bins [static] on shelves. actions: person holding stack of clear plastic cups [IN-PROGRESS]; person's hands gripping the wrapped cup stack [STATIC] on-screen-text: (none) scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter area, indoor delta: visually identical to t=70s — verified static",
-          "ref_frame": 74,
-          "is_change": true,
-          "parent_episode_id": 6
-        },
-        {
-          "t": 77,
-          "kind": "observation",
-          "text": "Observation: The person is wiping a stainless-steel counter with a purple cloth using their right hand. The camera angle is looking down at the counter area in a commercial kitchen. actors: 1 actor: 1) person wearing a black short-sleeved shirt, standing at the counter — wiping the surface with a purple cloth; no other people visible. objects: purple cloth [held, in use] in person's right hand; stainless-steel counter [being wiped] center frame; digital kitchen scale [static, off] on counter top center; clear plastic bowl with lid [static] on counter top left; yellow container with brown powder [static] on counter right; stainless-steel sink [static] in background; black appliance with digital display [on, showing red digits] bottom-left corner. actions: person wiping counter with purple cloth [IN-PROGRESS] on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter, indoor delta: scene has changed from the sink area back to the counter area; the person is now actively wiping the stainless-steel counter with a purple cloth in their right hand, rather than st",
-          "ref_frame": 77,
-          "is_change": false,
-          "parent_episode_id": 5
-        },
-        {
-          "t": 81,
-          "kind": "observation",
-          "text": "[nov=0.47] description: First-person view of a person in a commercial kitchen holding and adjusting a large stainless-steel beverage dispenser with both hands on a stainless-steel counter. The dispenser has a black lid and a black handle on its side. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — holding and adjusting a beverage dispenser; no other people visible. objects: large stainless-steel beverage dispenser [held, being adjusted] center frame with black lid and black handle; stainless-steel counter [static] beneath dispenser; stack of clear plastic cups wrapped in film [static] on counter left; digital kitchen scale [static, off] on counter bottom center; yellow container with brown powder [static] on counter right; black appliance with digital display [on, showing red digits] bottom-left corner; yellow keypad device [static] on counter right. actions: person holding and adjusting beverage dispenser [IN-PROGRESS] on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off]; yellow keypad device has colorful buttons but no legible text scene: commercial/professional kitchen, daytime (bright overhead lighting), first-per",
-          "ref_frame": 81,
-          "is_change": true,
-          "parent_episode_id": 5
-        },
-        {
-          "t": 85,
-          "kind": "observation",
-          "text": "Observation: description: First-person view of a person in a commercial kitchen holding a large stainless-steel beverage dispenser with both hands on a stainless-steel counter. The dispenser has a black lid and black handle. The person's hands are gripping the dispenser, with the left hand on the handle and the right hand supporting the side/base. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — holding and adjusting a beverage dispenser; no other people visible. objects: large stainless-steel beverage dispenser [held, being adjusted] center frame with black lid and black handle; stainless-steel counter [static] beneath dispenser; stack of clear plastic cups wrapped in film [static] on counter left; digital kitchen scale [static, off] on counter bottom center; yellow container with brown powder [static] on counter right; black appliance with digital display [on, showing red digits] bottom-left corner; yellow keypad device [static] on counter right; sink area [static] in background upper right. actions: person holding and adjusting beverage dispenser [IN-PROGRESS] on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off]; ye",
-          "ref_frame": 85,
-          "is_change": false,
-          "parent_episode_id": 6
-        },
-        {
-          "t": 89,
-          "kind": "observation",
-          "text": "description: First-person view of a person in a commercial kitchen holding a large stainless-steel beverage dispenser with both hands on a stainless-steel counter. The dispenser has a black lid and black handle, and the person's hands maintain a steady grip on it. actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms extended into the counter area — holding and adjusting a beverage dispenser; no other people visible. objects: large stainless-steel beverage dispenser [held, being adjusted] center frame with black lid and black handle; stainless-steel counter [static] beneath dispenser; stack of clear plastic cups wrapped in film [static] on counter left; digital kitchen scale [static, off] on counter bottom center; yellow container with brown powder [static] on counter right; black appliance with digital display [on, showing red digits] bottom-left corner; yellow keypad device [static] on counter right; sink area [static] in background upper right. actions: person holding and adjusting beverage dispenser [IN-PROGRESS] on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off]; yellow keypad device has colorful buttons but no legible text scene: commercial/profess",
-          "ref_frame": 89,
-          "is_change": false,
-          "parent_episode_id": 6
-        },
-        {
-          "t": 93,
-          "kind": "observation",
-          "text": "Observation: The person is now holding a black inner pot (likely from a rice cooker) in their right hand over the stainless-steel sink, while their left hand holds a green sponge near the faucet. The beverage dispenser is no longer being held and appears to be out of the immediate focus. actors: 1 actor: 1) person wearing a black short-sleeved shirt, standing at the sink — holding a black inner pot in the right hand and a green sponge in the left hand; no other people visible. objects: black inner pot [held, being washed] in person's right hand; green sponge [held, in use] in person's left hand; stainless-steel sink [static, with running water] center-right; rice cooker base [static, open] on counter left; stack of clear plastic cups wrapped in film [static] on counter far left; digital kitchen scale [static, off] on counter bottom center; yellow container with brown powder [static] on counter right; black appliance with digital display [on, showing red digits] bottom-left corner. actions: person holding black inner pot [IN-PROGRESS]; person holding green sponge [IN-PROGRESS]; person preparing to wash inner pot [STARTING] on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/o",
-          "ref_frame": 93,
-          "is_change": false,
-          "parent_episode_id": 6
-        },
-        {
-          "t": 97,
-          "kind": "observation",
-          "text": "[nov=0.47] • description: First-person view of a person in a commercial kitchen actively washing a black inner pot (rice cooker pot) in a stainless-steel sink. The person holds the pot with their left hand under running water from the faucet while scrubbing the interior with a green sponge in their right hand. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, standing at the sink — washing a black inner pot with a green sponge; no other people visible. • objects: black inner pot [held, being washed] in person's left hand under faucet; green sponge [held, in use] in person's right hand; stainless-steel sink [static, with running water] center frame; rice cooker base [static, open] on counter left; stack of clear plastic cups wrapped in film [static] on counter far left; digital kitchen scale [static, off] on counter bottom center; yellow container with brown powder [static] on counter right; black appliance with digital display [on, showing red digits] bottom-left corner. • actions: person washing black inner pot [IN-PROGRESS]; person scrubbing interior of pot with green sponge [IN-PROGRESS] • on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] • scene: c",
-          "ref_frame": 97,
-          "is_change": true,
-          "parent_episode_id": 6
-        },
-        {
-          "t": 98,
-          "kind": "observation",
-          "text": "[nov=0.10|static] • description: First-person view of a person in a commercial kitchen holding a stack of clear plastic cups wrapped in plastic film with both hands over a stainless-steel counter. The scene remains static with no significant movement from the previous frame. • actors: 1 actor: 1) person wearing a black short-sleeved shirt, arms visible — holding a stack of clear plastic cups with both hands; no other people visible. • objects: stack of clear plastic cups [held, wrapped in plastic film] in person's hands, center frame; stainless-steel counter [static] below; digital kitchen scale [off, white display] on counter left; black electric kettle [static] on counter back center; metal utensil tray [static] on counter back right; yellow container [static] bottom right corner; stainless-steel shelving [static] background; white storage bins [static] on shelves. • actions: person holding stack of clear plastic cups [IN-PROGRESS]; person's hands gripping the wrapped cup stack [STATIC] • on-screen-text: (none) • scene: commercial/professional kitchen, daytime (bright overhead lighting), first-person POV shot looking down at counter area, indoor • delta: visually identical to t=97s — verified static",
-          "ref_frame": 98,
-          "is_change": false,
-          "parent_episode_id": null
-        },
-        {
-          "t": 98,
-          "kind": "observation",
-          "text": "[nov=0.21|static] description: First-person view of a person in a commercial kitchen actively washing a black inner pot (rice cooker pot) in a stainless-steel sink. The person holds the pot with their left hand under running water from the faucet while scrubbing the interior with a green sponge in their right hand. actors: 1 actor: 1) person wearing a black short-sleeved shirt, standing at the sink — washing a black inner pot with a green sponge; no other people visible. objects: black inner pot [held, being washed] in person's left hand under faucet; green sponge [held, in use] in person's right hand; stainless-steel sink [static, with running water] center frame; rice cooker base [static, open] on counter left; stack of clear plastic cups wrapped in film [static] on counter far left; digital kitchen scale [static, off] on counter bottom center; yellow container with brown powder [static] on counter right; black appliance with digital display [on, showing red digits] bottom-left corner. actions: person washing black inner pot [IN-PROGRESS]; person scrubbing interior of pot with green sponge [IN-PROGRESS] on-screen-text: digital display on bottom-left appliance shows red digits (partially legible, appears to read '0:00' or similar); kitchen scale display [blank/off] scene: commer",
-          "ref_frame": 98,
-          "is_change": false,
-          "parent_episode_id": null
-        }
-      ],
-      "selected_episodes": [
-        {
-          "t0": 0,
-          "t1": 3,
-          "summary": "A person in a first-person perspective washes a clear plastic bowl in a stainless-steel kitchen sink. They initially hold the faucet spout with their right hand while supporting the bowl with their left, then switch to holding a green sponge under the running water stream. The scene remains static as the individual continues scrubbing the bowl beneath the faucet.",
-          "score": 2.0
-        },
-        {
-          "t0": 0,
-          "t1": 3,
-          "summary": "A person wearing black washes a clear plastic bowl in a stainless-steel kitchen sink. They hold the bowl under a running faucet and actively scrub it with a green sponge. The scene remains focused on this cleaning activity throughout the duration.",
-          "score": 2.0
-        },
-        {
-          "t0": 4,
-          "t1": 8,
-          "summary": "A person is seen from a first-person perspective washing a clear plastic bowl in a stainless-steel kitchen sink. They use a green sponge to actively scrub the bowl under a running faucet, gripping it with both hands throughout the sequence. The scene remains consistent with the continuous action of cleaning the dish under the water stream.",
-          "score": 2.0
-        },
-        {
-          "t0": 4,
-          "t1": 8,
-          "summary": "A person is shown from a first-person perspective washing a clear plastic bowl in a stainless-steel kitchen sink. They hold the bowl with their left hand while using a green sponge in their right hand to scrub it under a running faucet. The scene remains static throughout the clip, focusing on the continuous cleaning action without any significant changes in the environment or actors.",
-          "score": 2.0
-        },
-        {
-          "t0": 9,
-          "t1": 34,
-          "summary": "A person stands at a stainless-steel kitchen sink, actively scrubbing a clear plastic bowl with a green sponge under a running faucet. After maintaining this washing action for an extended period, the individual switches tasks, replacing the bowl with a large clear plastic pitcher held in their right hand while their left hand rests near the drain.",
-          "score": 2.0
-        },
-        {
-          "t0": 9,
-          "t1": 53,
-          "summary": "A person washes a clear plastic bowl under a running faucet in a stainless-steel sink, using a green sponge in their right hand while supporting the bowl with their left. This repetitive cleaning action continues for the majority of the sequence. Finally, the scene shifts to the person handling a large stack of clear plastic cups wrapped in film on a commercial kitchen counter.",
-          "score": 2.0
-        },
-        {
-          "t0": 38,
-          "t1": 50,
-          "summary": "A person in a commercial kitchen initially holds a large clear plastic pitcher over the sink with both hands. They then switch to holding a white circular steamer tray in their right hand while extending their left arm into the sink area. The scene concludes with the person maintaining this position near the faucet, with an orange bowl visible nearby.",
-          "score": 2.0
-        },
-        {
-          "t0": 52,
-          "t1": 66,
-          "summary": "A person in a commercial kitchen holds a stack of clear plastic cups wrapped in plastic film with both hands. The cups remain positioned over a stainless-steel counter area throughout the sequence, with various kitchen equipment visible in the background. The scene is static, showing no significant changes in the actor's position or the surrounding environment.",
-          "score": 2.0
-        },
-        {
-          "t0": 57,
-          "t1": 69,
-          "summary": "A person in a commercial kitchen handles a large stack of wrapped plastic cups at a stainless-steel counter. They separate a single clear cup, holding it in their left hand while reaching with their right toward a multi-tap beverage dispenser. The scene concludes with the individual poised to dispense a drink, having transitioned from managing the bulk supply to preparing a single serving.",
-          "score": 2.0
-        },
-        {
-          "t0": 70,
-          "t1": 82,
-          "summary": "A person in a commercial kitchen holds a stack of clear plastic cups wrapped in film over a stainless-steel counter. The individual states that the cups must be washed first, while the scene remains static with no significant movement or change in the environment.",
-          "score": 2.0
-        }
-      ],
-      "selected_images": [
-        {
-          "t": 0,
-          "reason": "retrieved evidence",
-          "path": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_frames/1014/000000.jpg"
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-          "t": 4,
-          "reason": "retrieved evidence",
-          "path": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_frames/1014/000004.jpg"
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-          "t": 8,
-          "reason": "retrieved evidence",
-          "path": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_frames/1014/000008.jpg"
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-        {
-          "t": 34,
-          "reason": "retrieved evidence",
-          "path": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_frames/1014/000034.jpg"
-        },
-        {
-          "t": 50,
-          "reason": "retrieved evidence",
-          "path": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_frames/1014/000050.jpg"
-        },
-        {
-          "t": 99,
-          "reason": "query-time current frame",
-          "path": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovobench_streamo_frames/1014/000099.jpg"
-        }
-      ],
-      "formal_prompt_sha256": "10b04b006e9a1616f4f1f1b2532715b181e34dba8deb6b49d1de54100ffa99b0",
-      "alternative_prompt_sha256": "f4a8ba2067a7bd94d6c84cb871de4fc36f703826e07084109a2fb32d7572c497",
-      "formal_attempts": [
-        {
-          "response": "<think>\n\n</think>\n\n{\n  \"status\": \"directly_supported\",\n  \"anchor_status\": \"matched\",\n  \"directness\": \"direct_pixels\",\n  \"confidence\": \"high\",\n  \"evidence_times\": [0, 4, 8],\n  \"target\": \"material of the object being cleaned\",\n  \"anchor\": \"t=0-34 (primary cleaning action)\",\n  \"evidence\": \"The video explicitly shows a person washing a clear bowl in a sink from t=0 to t=34. The object is transparent and lacks the thickness or refraction typical of glass, consistent with plastic. The matched episodic memory explicitly identifies the object as a 'clear plastic bowl'. The candidate 'A. Plastic' matches this observation.\",\n  \"counterevidence\": \"none\",\n  \"resolved_original_answer\": \"A. Plastic\",\n  \"answer_value_status\": \"not_applicable\",\n  \"temporal_link\": \"not_applicable\"\n}",
-          "parsed": {
-            "status": "directly_supported",
-            "anchor_status": "matched",
-            "directness": "direct_pixels",
-            "confidence": "high",
-            "evidence_times": [
-              0.0,
-              4.0,
-              8.0
-            ],
-            "target": "material of the object being cleaned",
-            "anchor": "t=0-34 (primary cleaning action)",
-            "evidence": "The video explicitly shows a person washing a clear bowl in a sink from t=0 to t=34. The object is transparent and lacks the thickness or refraction typical of glass, consistent with plastic. The matched episodic memory explicitly identifies the object as a 'clear plastic bowl'. The candidate 'A. Plastic' matches this observation.",
-            "counterevidence": "none",
-            "resolved_original_answer": "A. Plastic",
-            "answer_value_status": "not_applicable",
-            "temporal_link": "not_applicable",
-            "answer_grounding": {
-              "distinctive": [],
-              "grounded": [],
-              "is_grounded": false
-            }
-          }
-        }
-      ],
-      "alternative_attempts": [
-        {
-          "response": "<think>\n\n</think>\n\n{\n  \"status\": \"directly_contradicted\",\n  \"anchor_status\": \"matched\",\n  \"directness\": \"direct_pixels\",\n  \"confidence\": \"high\",\n  \"evidence_times\": [0, 4, 8, 34, 53, 57, 61, 69, 70, 74, 98],\n  \"target\": \"material of the object being cleaned\",\n  \"anchor\": \"throughout the video\",\n  \"evidence\": \"The video explicitly shows the cleaning of multiple objects, all of which are identified as plastic. At t=0-34, the person washes a 'clear plastic bowl'. At t=34-46, they handle a 'clear plastic pitcher'. At t=53-74, they handle 'clear plastic cups'. At t=98, they wash a 'black inner pot' (typically non-stick coated aluminum, but the primary cleaning activity in the first half is plastic). The candidate 'Metal' is incorrect because the primary objects being washed (bowl, pitcher, cups) are explicitly plastic.\",\n  \"counterevidence\": \"The memory and visual evidence repeatedly identify the objects being washed as 'clear plastic bowl', 'clear plastic pitcher', and 'clear plastic cups'. The sink is stainless steel, but it is the location, not the object being cleaned.\",\n  \"resolved_original_answer\": \"A. Plastic\",\n  \"answer_value_status\": \"not_applicable\",\n  \"temporal_link\": \"not_applicable\"\n}",
-          "parsed": {
-            "status": "directly_contradicted",
-            "anchor_status": "matched",
-            "directness": "direct_pixels",
-            "confidence": "high",
-            "evidence_times": [
-              0.0,
-              4.0,
-              8.0,
-              34.0,
-              53.0,
-              57.0,
-              61.0,
-              69.0,
-              70.0,
-              74.0,
-              98.0
-            ],
-            "target": "material of the object being cleaned",
-            "anchor": "throughout the video",
-            "evidence": "The video explicitly shows the cleaning of multiple objects, all of which are identified as plastic. At t=0-34, the person washes a 'clear plastic bowl'. At t=34-46, they handle a 'clear plastic pitcher'. At t=53-74, they handle 'clear plastic cups'. At t=98, they wash a 'black inner pot' (typically non-stick coated aluminum, but the primary cleaning activity in the first half is plastic). The candidate 'Metal' is incorrect because the primary objects being washed (bowl, pitcher, cups) are explicitly plastic.",
-            "counterevidence": "The memory and visual evidence repeatedly identify the objects being washed as 'clear plastic bowl', 'clear plastic pitcher', and 'clear plastic cups'. The sink is stainless steel, but it is the location, not the object being cleaned.",
-            "resolved_original_answer": "A. Plastic",
-            "answer_value_status": "not_applicable",
-            "temporal_link": "not_applicable",
-            "answer_grounding": {
-              "distinctive": [],
-              "grounded": [],
-              "is_grounded": false
-            }
-          }
-        }
-      ],
-      "formal_verdict": {
-        "status": "directly_supported",
-        "anchor_status": "matched",
-        "directness": "direct_pixels",
-        "confidence": "high",
-        "evidence_times": [
-          0.0,
-          4.0,
-          8.0
-        ],
-        "target": "material of the object being cleaned",
-        "anchor": "t=0-34 (primary cleaning action)",
-        "evidence": "The video explicitly shows a person washing a clear bowl in a sink from t=0 to t=34. The object is transparent and lacks the thickness or refraction typical of glass, consistent with plastic. The matched episodic memory explicitly identifies the object as a 'clear plastic bowl'. The candidate 'A. Plastic' matches this observation.",
-        "counterevidence": "none",
-        "resolved_original_answer": "A. Plastic",
-        "answer_value_status": "not_applicable",
-        "temporal_link": "not_applicable",
-        "answer_grounding": {
-          "distinctive": [],
-          "grounded": [],
-          "is_grounded": false
-        }
-      },
-      "alternative_verdict": {
-        "status": "directly_contradicted",
-        "anchor_status": "matched",
-        "directness": "direct_pixels",
-        "confidence": "high",
-        "evidence_times": [
-          0.0,
-          4.0,
-          8.0,
-          34.0,
-          53.0,
-          57.0,
-          61.0,
-          69.0,
-          70.0,
-          74.0,
-          98.0
-        ],
-        "target": "material of the object being cleaned",
-        "anchor": "throughout the video",
-        "evidence": "The video explicitly shows the cleaning of multiple objects, all of which are identified as plastic. At t=0-34, the person washes a 'clear plastic bowl'. At t=34-46, they handle a 'clear plastic pitcher'. At t=53-74, they handle 'clear plastic cups'. At t=98, they wash a 'black inner pot' (typically non-stick coated aluminum, but the primary cleaning activity in the first half is plastic). The candidate 'Metal' is incorrect because the primary objects being washed (bowl, pitcher, cups) are explicitly plastic.",
-        "counterevidence": "The memory and visual evidence repeatedly identify the objects being washed as 'clear plastic bowl', 'clear plastic pitcher', and 'clear plastic cups'. The sink is stainless steel, but it is the location, not the object being cleaned.",
-        "resolved_original_answer": "A. Plastic",
-        "answer_value_status": "not_applicable",
-        "temporal_link": "not_applicable",
-        "answer_grounding": {
-          "distinctive": [],
-          "grounded": [],
-          "is_grounded": false
-        }
-      },
-      "same_anchor": true,
-      "equivalent_resolved_answer": null,
-      "switch": false,
-      "selected_source": "formal",
-      "formal_correct": 0,
-      "alternative_correct": 1,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    }
-  ]
-}
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optimization/analysis/iter19_dual_trajectory_union_dev18/worker_pids.txt

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optimization/analysis/iter1_semantic_final_multirun.md

@@ -1,117 +1,3 @@
-# Iteration Result
-
-Candidate: `iter1_semantic`. Primary comparison: `0712_27b`.
-
-## Summary
-
-| Metric | Baseline | Candidate | Delta |
-|---|---:|---:|---:|
-| Micro correct | 24/48 | 26/48 | +2 |
-| Micro accuracy | 50.00% | 54.17% | +4.17pp |
-| Mean tool calls | 13.31 | 23.04 | +9.73 |
-| Wrong->correct | - | 6 | - |
-| Correct->wrong | - | 4 | - |
-| Candidate coverage | - | 48/48 | - |
-
-## Multi-run Comparison
-
-| Reference | Common | Reference correct | Candidate correct | Gain | Loss | Net |
-|---|---:|---:|---:|---:|---:|---:|
-| 0712_27b | 48 | 24 | 26 | 6 | 4 | +2 |
-| 0724_27b_old | 12 | 6 | 8 | 3 | 1 | +2 |
-| 0703_27b | 47 | 29 | 26 | 2 | 5 | -3 |
-| 0705_a3b | 48 | 25 | 26 | 6 | 5 | +1 |
-| 0713_vl | 28 | 9 | 16 | 8 | 1 | +7 |
-| 0719_27b_forward | 8 | 4 | 3 | 0 | 1 | -1 |
-| iter2_locus_v2 | 8 | 3 | 4 | 1 | 0 | +1 |
-| iter3_cleanjerk_dev | 1 | 1 | 0 | 0 | 1 | -1 |
-| iter3_cleanjerk_control | 1 | 0 | 0 | 0 | 0 | +0 |
-| iter3_cleanjerk_holdout | 0 | N/A | N/A | N/A | N/A | N/A |
-| iter3_cleanjerk_holdout_control | 0 | N/A | N/A | N/A | N/A | N/A |
-
-## Per Task
-
-| Task | Baseline | Candidate | Gain | Loss | Net |
-|---|---:|---:|---:|---:|---:|
-| EPM | 2/4 | 3/4 | 1 | 0 | +1 |
-| ASI | 2/4 | 2/4 | 0 | 0 | +0 |
-| HLD | 2/4 | 3/4 | 1 | 0 | +1 |
-| OCR | 2/4 | 3/4 | 1 | 0 | +1 |
-| ACR | 2/4 | 2/4 | 0 | 0 | +0 |
-| ATR | 2/4 | 2/4 | 0 | 0 | +0 |
-| STU | 2/4 | 1/4 | 0 | 1 | -1 |
-| FPD | 2/4 | 2/4 | 0 | 0 | +0 |
-| OJR | 2/4 | 3/4 | 1 | 0 | +1 |
-| REC | 2/4 | 2/4 | 1 | 1 | +0 |
-| SSR | 2/4 | 1/4 | 0 | 1 | -1 |
-| CRR | 2/4 | 2/4 | 1 | 1 | +0 |
-
-## Tool Distribution
-
-| Tool | Baseline | Candidate | Delta |
-|---|---:|---:|---:|
-| asr_segment | 101 | 167 | +66 |
-| audio_event | 2 | 0 | -2 |
-| memory_search | 29 | 12 | -17 |
-| memory_write | 74 | 86 | +12 |
-| replay | 6 | 5 | -1 |
-| set_sample_rate | 69 | 92 | +23 |
-| track_end | 2 | 8 | +6 |
-| track_init | 30 | 45 | +15 |
-| track_query | 58 | 221 | +163 |
-| zoom_crop | 268 | 470 | +202 |
-
-## Per Sample
-
-| ID | Task | Stratum | GT | Baseline | Candidate | Transition | Reference correctness | Tools old->new | Signature | Contract |
-|---|---|---|---|---|---|---|---|---:|---|---|
-| 1052 | ATR | baseline_wrong | C | A. Red. | A. Red. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 25->33 | valid | yes |
-| 1054 | ATR | baseline_correct | C | C. He appears to be focused. | C. He appears to be focused. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->0 | valid | yes |
-| 1059 | ATR | baseline_wrong | D | A. The crowd appears restless and murmuring with anticipation. | C. The crowd seems tense and focused, watching intently. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 10->9 | valid | yes |
-| 1075 | ATR | baseline_correct | B | B. The terrain is grassy and green. | B. The terrain is grassy and green. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->16 | valid | yes |
-| 1117 | FPD | baseline_correct | A | A. The person is going to take the bag from the desk. | A. The person is going to take the bag from the desk. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 2->18 | valid | yes |
-| 1129 | FPD | baseline_wrong | A | C. Preparing a meal for dinner. | C. Preparing a meal for dinner. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 14->10 | valid | yes |
-| 1134 | FPD | baseline_correct | C | C. The person is about to grab a rod. | C. The person is about to grab a rod. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 1->49 | valid | yes |
-| 1150 | FPD | baseline_wrong | D | A. The person is going to fill the container with ingredients. | A. The person is going to fill the container with ingredients. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 30->82 | valid | yes |
-| 1233 | ACR | baseline_correct | C | C. He is grating the carrot. | C. He is grating the carrot. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 22->25 | valid | yes |
-| 1239 | ACR | baseline_wrong | C | D. They are being sorted. | A. They are being folded. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 4->2 | valid | yes |
-| 1245 | ACR | baseline_correct | B | B. He is taking a free kick. | B. He is taking a free kick. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->0 | valid | yes |
-| 1247 | ACR | baseline_wrong | C | A. The player is preparing to take a corner kick to set up a scoring opportunity. | A. The player is preparing to take a corner kick to set up a scoring opportunity. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 18->71 | valid | yes |
-| 1350 | OCR | baseline_wrong | D | A. 4433 | A. 4433 | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 25->51 | valid | yes |
-| 1411 | OCR | baseline_correct | D | D. Mark Bowden | D. Mark Bowden | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 19->14 | valid | yes |
-| 142 | EPM | stable_correct | A | A. cabinet | A. cabinet | correct->correct | 0712_27b=1,0724_27b_old=1,0703_27b=1,0705_a3b=0,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 2->49 | valid | yes |
-| 1454 | OCR | baseline_wrong | A | D. 3 | A. 5 | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 1->0 | valid | yes |
-| 1456 | OCR | baseline_correct | D | D. 1, 2, 3, 4, 5 | D. 1, 2, 3, 4, 5 | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=1,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->0 | valid | yes |
-| 1470_3 | CRR | baseline_wrong | Yes | No | No | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 15->102 | valid | yes |
-| 1483_3 | CRR | baseline_correct | Yes | Yes | No | correct->wrong | 0712_27b=1,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 117->171 | valid | yes |
-| 1492_0 | CRR | baseline_wrong | No | Yes | No | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=1,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 7->9 | valid | yes |
-| 1492_1 | CRR | baseline_correct | No | No | No | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 15->10 | valid | yes |
-| 1518_0 | SSR | baseline_correct | Yes | Yes | No | correct->wrong | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->1 | valid | yes |
-| 1537_0 | SSR | baseline_wrong | Yes | No | No | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->0 | valid | yes |
-| 1541_10 | SSR | baseline_wrong | Yes | No | No | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=0,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 3->11 | valid | yes |
-| 1550_11 | SSR | baseline_correct | Yes | Yes | Yes | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 17->14 | valid | yes |
-| 1577_0 | REC | stable_wrong | 2 | A. 0 | E. 4 | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 8->0 | valid | no |
-| 1592_0 | REC | improvement | 1 | A. 0 | B. 1 | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->0 | valid | no |
-| 1599_0 | REC | stable_correct | 0 | A. 0 | A. 0 | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 5->2 | valid | no |
-| 1633_0 | REC | regression | 0 | A. 0 | F. 5 | correct->wrong | 0712_27b=1,0724_27b_old=-,0703_27b=-,0705_a3b=1,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=1,iter3_cleanjerk_control=0,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 1->0 | valid | no |
-| 180 | EPM | improvement | B | A. on the toolbox | B. inside the drawer | wrong->correct | 0712_27b=0,0724_27b_old=1,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 2->28 | valid | yes |
-| 34 | EPM | regression | A | A. yellow | A. yellow | correct->correct | 0712_27b=1,0724_27b_old=0,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=1,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 6->1 | valid | yes |
-| 433 | HLD | stable_correct | D | D. Unable to answer | D. Unable to answer | correct->correct | 0712_27b=1,0724_27b_old=1,0703_27b=1,0705_a3b=0,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 2->5 | legal_refusal | yes |
-| 438 | HLD | stable_wrong | B | A. It's not possible to determine whether the bedroom door is open or closed. | A. It's not possible to determine whether the bedroom door is open or closed. | wrong->wrong | 0712_27b=0,0724_27b_old=0,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 5->3 | valid | yes |
-| 474 | HLD | improvement | A | B. The house doorway is closed. | A. Unable to answer | wrong->correct | 0712_27b=0,0724_27b_old=1,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 1->4 | legal_refusal | yes |
-| 475 | HLD | regression | C | C. Unable to answer | C. Unable to answer | correct->correct | 0712_27b=1,0724_27b_old=0,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->2 | legal_refusal | yes |
-| 492 | ASI | improvement | A | C. prepare meat | C. prepare meat | wrong->wrong | 0712_27b=0,0724_27b_old=1,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 60->82 | valid | yes |
-| 495 | ASI | regression | A | A. take out the battery | A. take out the battery | correct->correct | 0712_27b=1,0724_27b_old=0,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 28->12 | valid | yes |
-| 497 | ASI | stable_correct | C | C. turn over the quilt cover | C. turn over the quilt cover | correct->correct | 0712_27b=1,0724_27b_old=1,0703_27b=0,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 28->43 | valid | yes |
-| 526 | ASI | stable_wrong | B | A. put stich on back ward direction | A. put stich on back ward direction | wrong->wrong | 0712_27b=0,0724_27b_old=0,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 45->20 | valid | yes |
-| 766 | STU | baseline_correct | B | B. The player in blue. | A. The player in white. | correct->wrong | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 6->18 | valid | yes |
-| 774 | STU | baseline_wrong | A | C. The group is gathered in front of the wooden shed. | C. The group is gathered in front of the wooden shed. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->5 | valid | yes |
-| 794 | STU | baseline_wrong | A | B. He is holding a plate. | B. He is holding a plate. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 27->23 | valid | yes |
-| 8 | EPM | stable_wrong | D | A. two | A. two | wrong->wrong | 0712_27b=0,0724_27b_old=0,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 4->23 | valid | yes |
-| 806 | STU | baseline_correct | C | C. There are four players on the field. | C. There are four players on the field. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 24->46 | valid | yes |
-| 850 | OJR | baseline_correct | D | D. Walker. | D. Walker. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->0 | valid | yes |
-| 953 | OJR | baseline_wrong | A | B. 4 | D. 0 | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 9->19 | valid | yes |
-| 966 | OJR | baseline_wrong | C | D. A wrench | C. A sledgehammer | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 0->1 | valid | yes |
-| 977 | OJR | baseline_correct | B | B. The person on the right is holding a plank of wood. | B. The person on the right is holding a plank of wood. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=-,iter3_cleanjerk_holdout=-,iter3_cleanjerk_holdout_control=- | 31->22 | valid | yes |
-
-Candidate failure signatures: `{'legal_refusal': 3, 'valid': 45}`.
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc69aefeabf6f1e08b3891172430d91df37d11419bd878d083e498856def6fb4
+size 18043

optimization/analysis/iter1_semantic_partial32.md

@@ -1,99 +1,3 @@
-# Iteration Result
-
-Candidate: `iter1_semantic`. Primary comparison: `0712_27b`.
-
-## Summary
-
-| Metric | Baseline | Candidate | Delta |
-|---|---:|---:|---:|
-| Micro correct | 18/33 | 20/33 | +2 |
-| Micro accuracy | 54.55% | 60.61% | +6.06pp |
-| Mean tool calls | 6.06 | 8.97 | +2.91 |
-| Wrong->correct | - | 5 | - |
-| Correct->wrong | - | 3 | - |
-| Candidate coverage | - | 33/48 | - |
-
-## Multi-run Comparison
-
-| Reference | Common | Reference correct | Candidate correct | Gain | Loss | Net |
-|---|---:|---:|---:|---:|---:|---:|
-| 0712_27b | 33 | 18 | 20 | 5 | 3 | +2 |
-| 0724_27b_old | 9 | 4 | 7 | 3 | 0 | +3 |
-| 0703_27b | 32 | 21 | 20 | 2 | 3 | -1 |
-| 0705_a3b | 33 | 18 | 20 | 6 | 4 | +2 |
-| 0713_vl | 18 | 5 | 11 | 6 | 0 | +6 |
-| 0719_27b_forward | 8 | 4 | 3 | 0 | 1 | -1 |
-| iter2_locus_v2 | 8 | 3 | 4 | 1 | 0 | +1 |
-| iter3_cleanjerk_dev | 1 | 1 | 0 | 0 | 1 | -1 |
-| iter3_cleanjerk_control | 1 | 0 | 0 | 0 | 0 | +0 |
-
-## Per Task
-
-| Task | Baseline | Candidate | Gain | Loss | Net |
-|---|---:|---:|---:|---:|---:|
-| EPM | 2/3 | 2/3 | 0 | 0 | +0 |
-| ASI | 2/2 | 2/2 | 0 | 0 | +0 |
-| HLD | 2/4 | 3/4 | 1 | 0 | +1 |
-| OCR | 1/2 | 2/2 | 1 | 0 | +1 |
-| ACR | 2/3 | 2/3 | 0 | 0 | +0 |
-| ATR | 1/2 | 1/2 | 0 | 0 | +0 |
-| STU | 1/2 | 0/2 | 0 | 1 | -1 |
-| FPD | 1/2 | 1/2 | 0 | 0 | +0 |
-| OJR | 1/3 | 2/3 | 1 | 0 | +1 |
-| REC | 2/4 | 2/4 | 1 | 1 | +0 |
-| SSR | 2/4 | 1/4 | 0 | 1 | -1 |
-| CRR | 1/2 | 2/2 | 1 | 0 | +1 |
-
-## Tool Distribution
-
-| Tool | Baseline | Candidate | Delta |
-|---|---:|---:|---:|
-| asr_segment | 13 | 19 | +6 |
-| memory_search | 23 | 5 | -18 |
-| memory_write | 30 | 30 | +0 |
-| replay | 5 | 3 | -2 |
-| set_sample_rate | 14 | 36 | +22 |
-| track_end | 0 | 1 | +1 |
-| track_init | 14 | 19 | +5 |
-| track_query | 15 | 35 | +20 |
-| zoom_crop | 86 | 148 | +62 |
-
-## Per Sample
-
-| ID | Task | Stratum | GT | Baseline | Candidate | Transition | Reference correctness | Tools old->new | Signature | Contract |
-|---|---|---|---|---|---|---|---|---:|---|---|
-| 1054 | ATR | baseline_correct | C | C. He appears to be focused. | C. He appears to be focused. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->0 | valid | yes |
-| 1059 | ATR | baseline_wrong | D | A. The crowd appears restless and murmuring with anticipation. | C. The crowd seems tense and focused, watching intently. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 10->9 | valid | yes |
-| 1117 | FPD | baseline_correct | A | A. The person is going to take the bag from the desk. | A. The person is going to take the bag from the desk. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 2->18 | valid | yes |
-| 1129 | FPD | baseline_wrong | A | C. Preparing a meal for dinner. | C. Preparing a meal for dinner. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 14->10 | valid | yes |
-| 1233 | ACR | baseline_correct | C | C. He is grating the carrot. | C. He is grating the carrot. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 22->25 | valid | yes |
-| 1239 | ACR | baseline_wrong | C | D. They are being sorted. | A. They are being folded. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 4->2 | valid | yes |
-| 1245 | ACR | baseline_correct | B | B. He is taking a free kick. | B. He is taking a free kick. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->0 | valid | yes |
-| 142 | EPM | stable_correct | A | A. cabinet | A. cabinet | correct->correct | 0712_27b=1,0724_27b_old=1,0703_27b=1,0705_a3b=0,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 2->49 | valid | yes |
-| 1454 | OCR | baseline_wrong | A | D. 3 | A. 5 | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 1->0 | valid | yes |
-| 1456 | OCR | baseline_correct | D | D. 1, 2, 3, 4, 5 | D. 1, 2, 3, 4, 5 | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=1,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->0 | valid | yes |
-| 1492_0 | CRR | baseline_wrong | No | Yes | No | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=1,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 7->9 | valid | yes |
-| 1492_1 | CRR | baseline_correct | No | No | No | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=-,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 15->10 | valid | yes |
-| 1518_0 | SSR | baseline_correct | Yes | Yes | No | correct->wrong | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->1 | valid | yes |
-| 1537_0 | SSR | baseline_wrong | Yes | No | No | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->0 | valid | yes |
-| 1541_10 | SSR | baseline_wrong | Yes | No | No | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=0,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 3->11 | valid | yes |
-| 1550_11 | SSR | baseline_correct | Yes | Yes | Yes | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 17->14 | valid | yes |
-| 1577_0 | REC | stable_wrong | 2 | A. 0 | E. 4 | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=0,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 8->0 | valid | no |
-| 1592_0 | REC | improvement | 1 | A. 0 | B. 1 | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->0 | valid | no |
-| 1599_0 | REC | stable_correct | 0 | A. 0 | A. 0 | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 5->2 | valid | no |
-| 1633_0 | REC | regression | 0 | A. 0 | F. 5 | correct->wrong | 0712_27b=1,0724_27b_old=-,0703_27b=-,0705_a3b=1,0713_vl=-,0719_27b_forward=1,iter2_locus_v2=-,iter3_cleanjerk_dev=1,iter3_cleanjerk_control=0 | 1->0 | valid | no |
-| 34 | EPM | regression | A | A. yellow | A. yellow | correct->correct | 0712_27b=1,0724_27b_old=0,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=1,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 6->1 | valid | yes |
-| 433 | HLD | stable_correct | D | D. Unable to answer | D. Unable to answer | correct->correct | 0712_27b=1,0724_27b_old=1,0703_27b=1,0705_a3b=0,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 2->5 | legal_refusal | yes |
-| 438 | HLD | stable_wrong | B | A. It's not possible to determine whether the bedroom door is open or closed. | A. It's not possible to determine whether the bedroom door is open or closed. | wrong->wrong | 0712_27b=0,0724_27b_old=0,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=0,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 5->3 | valid | yes |
-| 474 | HLD | improvement | A | B. The house doorway is closed. | A. Unable to answer | wrong->correct | 0712_27b=0,0724_27b_old=1,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 1->4 | legal_refusal | yes |
-| 475 | HLD | regression | C | C. Unable to answer | C. Unable to answer | correct->correct | 0712_27b=1,0724_27b_old=0,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->2 | legal_refusal | yes |
-| 495 | ASI | regression | A | A. take out the battery | A. take out the battery | correct->correct | 0712_27b=1,0724_27b_old=0,0703_27b=1,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 28->12 | valid | yes |
-| 497 | ASI | stable_correct | C | C. turn over the quilt cover | C. turn over the quilt cover | correct->correct | 0712_27b=1,0724_27b_old=1,0703_27b=0,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 28->43 | valid | yes |
-| 766 | STU | baseline_correct | B | B. The player in blue. | A. The player in white. | correct->wrong | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 6->18 | valid | yes |
-| 774 | STU | baseline_wrong | A | C. The group is gathered in front of the wooden shed. | C. The group is gathered in front of the wooden shed. | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->5 | valid | yes |
-| 8 | EPM | stable_wrong | D | A. two | A. two | wrong->wrong | 0712_27b=0,0724_27b_old=0,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 4->23 | valid | yes |
-| 850 | OJR | baseline_correct | D | D. Walker. | D. Walker. | correct->correct | 0712_27b=1,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=1,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->0 | valid | yes |
-| 953 | OJR | baseline_wrong | A | B. 4 | D. 0 | wrong->wrong | 0712_27b=0,0724_27b_old=-,0703_27b=0,0705_a3b=0,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 9->19 | valid | yes |
-| 966 | OJR | baseline_wrong | C | D. A wrench | C. A sledgehammer | wrong->correct | 0712_27b=0,0724_27b_old=-,0703_27b=1,0705_a3b=1,0713_vl=0,0719_27b_forward=-,iter2_locus_v2=-,iter3_cleanjerk_dev=-,iter3_cleanjerk_control=- | 0->1 | valid | yes |
-
-Candidate failure signatures: `{'legal_refusal': 3, 'valid': 30}`.
+version https://git-lfs.github.com/spec/v1
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-        "wrong": 2,
-        "total": 4,
-        "accuracy": 50.0
-      }
-    },
-    "failure_signatures": {
-      "legal_refusal": 2,
-      "valid": 46
-    },
-    "details": [
-      {
-        "id": "1052",
-        "task": "ATR",
-        "gt": "C",
-        "final_response": "A. Red.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 25
-      },
-      {
-        "id": "1054",
-        "task": "ATR",
-        "gt": "C",
-        "final_response": "C. He appears to be focused.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "1059",
-        "task": "ATR",
-        "gt": "D",
-        "final_response": "A. The crowd appears restless and murmuring with anticipation.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 10
-      },
-      {
-        "id": "1075",
-        "task": "ATR",
-        "gt": "B",
-        "final_response": "B. The terrain is grassy and green.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "1117",
-        "task": "FPD",
-        "gt": "A",
-        "final_response": "A. The person is going to take the bag from the desk.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 2
-      },
-      {
-        "id": "1129",
-        "task": "FPD",
-        "gt": "A",
-        "final_response": "C. Preparing a meal for dinner.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 14
-      },
-      {
-        "id": "1134",
-        "task": "FPD",
-        "gt": "C",
-        "final_response": "C. The person is about to grab a rod.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 1
-      },
-      {
-        "id": "1150",
-        "task": "FPD",
-        "gt": "D",
-        "final_response": "A. The person is going to fill the container with ingredients.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 30
-      },
-      {
-        "id": "1233",
-        "task": "ACR",
-        "gt": "C",
-        "final_response": "C. He is grating the carrot.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 22
-      },
-      {
-        "id": "1239",
-        "task": "ACR",
-        "gt": "C",
-        "final_response": "D. They are being sorted.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 4
-      },
-      {
-        "id": "1245",
-        "task": "ACR",
-        "gt": "B",
-        "final_response": "B. He is taking a free kick.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "1247",
-        "task": "ACR",
-        "gt": "C",
-        "final_response": "A. The player is preparing to take a corner kick to set up a scoring opportunity.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 18
-      },
-      {
-        "id": "1350",
-        "task": "OCR",
-        "gt": "D",
-        "final_response": "A. 4433",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 25
-      },
-      {
-        "id": "1411",
-        "task": "OCR",
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-        "final_response": "D. Mark Bowden",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 19
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-        "id": "142",
-        "task": "EPM",
-        "gt": "A",
-        "final_response": "A. cabinet",
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-        "id": "1454",
-        "task": "OCR",
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-        "final_response": "D. 3",
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-      {
-        "id": "1456",
-        "task": "OCR",
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-        "final_response": "D. 1, 2, 3, 4, 5",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "1470_3",
-        "task": "CRR",
-        "gt": "Yes",
-        "final_response": "No",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 15
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-        "id": "1483_3",
-        "task": "CRR",
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-        "final_response": "Yes",
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-        "tool_calls_n": 117
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-        "id": "1492_0",
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-        "final_response": "Yes",
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-        "failure_signature": "valid",
-        "tool_calls_n": 7
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-        "id": "1492_1",
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-        "final_response": "No",
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-        "tool_calls_n": 15
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-      {
-        "id": "1518_0",
-        "task": "SSR",
-        "gt": "Yes",
-        "final_response": "Yes",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
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-      {
-        "id": "1537_0",
-        "task": "SSR",
-        "gt": "Yes",
-        "final_response": "No",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "1541_10",
-        "task": "SSR",
-        "gt": "Yes",
-        "final_response": "No",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 3
-      },
-      {
-        "id": "1550_11",
-        "task": "SSR",
-        "gt": "Yes",
-        "final_response": "Yes",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 17
-      },
-      {
-        "id": "1577_0",
-        "task": "REC",
-        "gt": "2",
-        "final_response": "A. 0",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 8
-      },
-      {
-        "id": "1592_0",
-        "task": "REC",
-        "gt": "1",
-        "final_response": "A. 0",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "1599_0",
-        "task": "REC",
-        "gt": "0",
-        "final_response": "A. 0",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 5
-      },
-      {
-        "id": "1633_0",
-        "task": "REC",
-        "gt": "0",
-        "final_response": "A. 0",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 1
-      },
-      {
-        "id": "180",
-        "task": "EPM",
-        "gt": "B",
-        "final_response": "A. on the toolbox",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 2
-      },
-      {
-        "id": "34",
-        "task": "EPM",
-        "gt": "A",
-        "final_response": "A. yellow",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 6
-      },
-      {
-        "id": "433",
-        "task": "HLD",
-        "gt": "D",
-        "final_response": "D. Unable to answer",
-        "correct": 1,
-        "failure_signature": "legal_refusal",
-        "tool_calls_n": 2
-      },
-      {
-        "id": "438",
-        "task": "HLD",
-        "gt": "B",
-        "final_response": "A. It's not possible to determine whether the bedroom door is open or closed.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 5
-      },
-      {
-        "id": "474",
-        "task": "HLD",
-        "gt": "A",
-        "final_response": "B. The house doorway is closed.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 1
-      },
-      {
-        "id": "475",
-        "task": "HLD",
-        "gt": "C",
-        "final_response": "C. Unable to answer",
-        "correct": 1,
-        "failure_signature": "legal_refusal",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "492",
-        "task": "ASI",
-        "gt": "A",
-        "final_response": "C. prepare meat",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 60
-      },
-      {
-        "id": "495",
-        "task": "ASI",
-        "gt": "A",
-        "final_response": "A. take out the battery",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 28
-      },
-      {
-        "id": "497",
-        "task": "ASI",
-        "gt": "C",
-        "final_response": "C. turn over the quilt cover",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 28
-      },
-      {
-        "id": "526",
-        "task": "ASI",
-        "gt": "B",
-        "final_response": "A. put stich on back ward direction",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 45
-      },
-      {
-        "id": "766",
-        "task": "STU",
-        "gt": "B",
-        "final_response": "B. The player in blue.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 6
-      },
-      {
-        "id": "774",
-        "task": "STU",
-        "gt": "A",
-        "final_response": "C. The group is gathered in front of the wooden shed.",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "794",
-        "task": "STU",
-        "gt": "A",
-        "final_response": "B. He is holding a plate.",
-        "correct": 0,
-        "failure_signature": "valid",
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-      },
-      {
-        "id": "8",
-        "task": "EPM",
-        "gt": "D",
-        "final_response": "A. two",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 4
-      },
-      {
-        "id": "806",
-        "task": "STU",
-        "gt": "C",
-        "final_response": "C. There are four players on the field.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 24
-      },
-      {
-        "id": "850",
-        "task": "OJR",
-        "gt": "D",
-        "final_response": "D. Walker.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "953",
-        "task": "OJR",
-        "gt": "A",
-        "final_response": "B. 4",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 9
-      },
-      {
-        "id": "966",
-        "task": "OJR",
-        "gt": "C",
-        "final_response": "D. A wrench",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 0
-      },
-      {
-        "id": "977",
-        "task": "OJR",
-        "gt": "B",
-        "final_response": "B. The person on the right is holding a plank of wood.",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 31
-      }
-    ]
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-    "baseline_only": 0,
-    "candidate_only": 0,
-    "wrong_to_correct": 6,
-    "correct_to_wrong": 4,
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-        "wrong_to_wrong": 1,
-        "wrong_to_correct": 1,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 2,
-        "net_correct": 1,
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-      },
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-        "wrong_to_wrong": 2,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 2,
-        "net_correct": 0,
-        "common": 4
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-        "wrong_to_wrong": 1,
-        "wrong_to_correct": 1,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 2,
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-        "correct_to_wrong": 0,
-        "correct_to_correct": 2,
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-        "correct_to_correct": 2,
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-        "common": 4
-      },
-      "ATR": {
-        "wrong_to_wrong": 2,
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-        "correct_to_wrong": 0,
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-        "net_correct": 0,
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-        "correct_to_correct": 1,
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-        "common": 4
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-      "FPD": {
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-        "net_correct": 0,
-        "common": 4
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-        "wrong_to_wrong": 1,
-        "wrong_to_correct": 1,
-        "correct_to_wrong": 0,
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-        "wrong_to_wrong": 1,
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-        "correct_to_correct": 1,
-        "net_correct": 0,
-        "common": 4
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-        "wrong_to_wrong": 2,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 1,
-        "correct_to_correct": 1,
-        "net_correct": -1,
-        "common": 4
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-        "wrong_to_wrong": 1,
-        "wrong_to_correct": 1,
-        "correct_to_wrong": 1,
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-        "net_correct": 0,
-        "common": 4
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-        "id": "1454",
-        "task": "OCR",
-        "transition": "wrong_to_correct",
-        "gt": "A",
-        "baseline_response": "D. 3",
-        "candidate_response": "A. 5",
-        "baseline_tools": 1,
-        "candidate_tools": 0
-      },
-      {
-        "id": "1483_3",
-        "task": "CRR",
-        "transition": "correct_to_wrong",
-        "gt": "Yes",
-        "baseline_response": "Yes",
-        "candidate_response": "No",
-        "baseline_tools": 117,
-        "candidate_tools": 171
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-      {
-        "id": "1492_0",
-        "task": "CRR",
-        "transition": "wrong_to_correct",
-        "gt": "No",
-        "baseline_response": "Yes",
-        "candidate_response": "No",
-        "baseline_tools": 7,
-        "candidate_tools": 9
-      },
-      {
-        "id": "1518_0",
-        "task": "SSR",
-        "transition": "correct_to_wrong",
-        "gt": "Yes",
-        "baseline_response": "Yes",
-        "candidate_response": "No",
-        "baseline_tools": 0,
-        "candidate_tools": 1
-      },
-      {
-        "id": "1592_0",
-        "task": "REC",
-        "transition": "wrong_to_correct",
-        "gt": "1",
-        "baseline_response": "A. 0",
-        "candidate_response": "B. 1",
-        "baseline_tools": 0,
-        "candidate_tools": 0
-      },
-      {
-        "id": "1633_0",
-        "task": "REC",
-        "transition": "correct_to_wrong",
-        "gt": "0",
-        "baseline_response": "A. 0",
-        "candidate_response": "F. 5",
-        "baseline_tools": 1,
-        "candidate_tools": 0
-      },
-      {
-        "id": "180",
-        "task": "EPM",
-        "transition": "wrong_to_correct",
-        "gt": "B",
-        "baseline_response": "A. on the toolbox",
-        "candidate_response": "B. inside the drawer",
-        "baseline_tools": 2,
-        "candidate_tools": 28
-      },
-      {
-        "id": "474",
-        "task": "HLD",
-        "transition": "wrong_to_correct",
-        "gt": "A",
-        "baseline_response": "B. The house doorway is closed.",
-        "candidate_response": "A. Unable to answer",
-        "baseline_tools": 1,
-        "candidate_tools": 4
-      },
-      {
-        "id": "766",
-        "task": "STU",
-        "transition": "correct_to_wrong",
-        "gt": "B",
-        "baseline_response": "B. The player in blue.",
-        "candidate_response": "A. The player in white.",
-        "baseline_tools": 6,
-        "candidate_tools": 18
-      },
-      {
-        "id": "966",
-        "task": "OJR",
-        "transition": "wrong_to_correct",
-        "gt": "C",
-        "baseline_response": "D. A wrench",
-        "candidate_response": "C. A sledgehammer",
-        "baseline_tools": 0,
-        "candidate_tools": 1
-      }
-    ]
-  }
-}
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optimization/analysis/iter1_semantic_vs_0724_final.json

@@ -1,991 +1,3 @@
-{
-  "candidate": {
-    "source": {
-      "files": [
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker0.jsonl",
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker1.jsonl",
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker2.jsonl",
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker3.jsonl",
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker4.jsonl",
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker5.jsonl",
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker6.jsonl",
-        "results/20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull/ovobench_20260725_152946_qwen36_27b_agent_iter1_semantic_query_smoke48_continuous_nothink_tp2_shared_asifull.worker7.jsonl"
-      ],
-      "malformed_lines": 0,
-      "duplicate_ids_last_wins": 0
-    },
-    "coverage": {
-      "expected": 48,
-      "completed": 48,
-      "missing": [],
-      "extra": []
-    },
-    "micro": {
-      "correct": 26,
-      "wrong": 22,
-      "total": 48,
-      "accuracy": 54.166666666666664
-    },
-    "legacy_macro": {
-      "accuracy": 54.166666666666664,
-      "definition": "mean of task accuracies within each category, then mean of available category scores"
-    },
-    "categories": {
-      "Backward Tracing": {
-        "correct": 8,
-        "total": 12,
-        "micro_accuracy": 66.66666666666667,
-        "task_macro_accuracy": 66.66666666666667
-      },
-      "Real-time Visual Perception": {
-        "correct": 13,
-        "total": 24,
-        "micro_accuracy": 54.166666666666664,
-        "task_macro_accuracy": 54.166666666666664
-      },
-      "Forward Active Responding": {
-        "correct": 5,
-        "total": 12,
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-        "id": "474",
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-        "id": "475",
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-        "final_response": "C. prepare meat",
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-        "id": "495",
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-        "id": "497",
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-        "id": "526",
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-        "id": "766",
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-        "id": "774",
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-        "id": "794",
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-        "id": "8",
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-        "id": "806",
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-        "id": "850",
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-        "id": "474",
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-        "id": "492",
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-        "gt": "C",
-        "final_response": "C. turn over the quilt cover",
-        "correct": 1,
-        "failure_signature": "valid",
-        "tool_calls_n": 7
-      },
-      {
-        "id": "526",
-        "task": "ASI",
-        "gt": "B",
-        "final_response": "A. put stich on back ward direction",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 25
-      },
-      {
-        "id": "8",
-        "task": "EPM",
-        "gt": "D",
-        "final_response": "A. two",
-        "correct": 0,
-        "failure_signature": "valid",
-        "tool_calls_n": 10
-      }
-    ]
-  },
-  "comparison": {
-    "common": 12,
-    "baseline_only": 0,
-    "candidate_only": 36,
-    "wrong_to_correct": 3,
-    "correct_to_wrong": 1,
-    "net_correct": 2,
-    "per_task": {
-      "EPM": {
-        "wrong_to_wrong": 1,
-        "wrong_to_correct": 1,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 2,
-        "net_correct": 1,
-        "common": 4
-      },
-      "ASI": {
-        "wrong_to_wrong": 1,
-        "wrong_to_correct": 1,
-        "correct_to_wrong": 1,
-        "correct_to_correct": 1,
-        "net_correct": 0,
-        "common": 4
-      },
-      "HLD": {
-        "wrong_to_wrong": 1,
-        "wrong_to_correct": 1,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 2,
-        "net_correct": 1,
-        "common": 4
-      },
-      "OCR": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "ACR": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "ATR": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "STU": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "FPD": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "OJR": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "REC": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "SSR": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      },
-      "CRR": {
-        "wrong_to_wrong": 0,
-        "wrong_to_correct": 0,
-        "correct_to_wrong": 0,
-        "correct_to_correct": 0,
-        "net_correct": 0,
-        "common": 0
-      }
-    },
-    "changed": [
-      {
-        "id": "34",
-        "task": "EPM",
-        "transition": "wrong_to_correct",
-        "gt": "A",
-        "baseline_response": "B. blue",
-        "candidate_response": "A. yellow",
-        "baseline_tools": 0,
-        "candidate_tools": 1
-      },
-      {
-        "id": "475",
-        "task": "HLD",
-        "transition": "wrong_to_correct",
-        "gt": "C",
-        "baseline_response": "A. It cannot be turned off",
-        "candidate_response": "C. Unable to answer",
-        "baseline_tools": 4,
-        "candidate_tools": 2
-      },
-      {
-        "id": "492",
-        "task": "ASI",
-        "transition": "correct_to_wrong",
-        "gt": "A",
-        "baseline_response": "A. string together",
-        "candidate_response": "C. prepare meat",
-        "baseline_tools": 32,
-        "candidate_tools": 82
-      },
-      {
-        "id": "495",
-        "task": "ASI",
-        "transition": "wrong_to_correct",
-        "gt": "A",
-        "baseline_response": "C. pull out the screen connector and remove the screen",
-        "candidate_response": "A. take out the battery",
-        "baseline_tools": 30,
-        "candidate_tools": 12
-      }
-    ]
-  }
-}
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+oid sha256:aebfa678a18505f91498efb7054658b851b4951158cdf93788bde307184cb016
+size 26102

optimization/analysis/iter20_rec_window_interval_alignment_smoke10.json

@@ -1,1073 +1,3 @@
-{
-  "ledger": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter20_rec_window_state_ledger_smoke10.json",
-  "annotations": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovo_bench_new.json",
-  "analysis_only": true,
-  "deployable": false,
-  "note": "Ground-truth intervals are used only for retrospective diagnosis and never enter inference prompts or runtime decisions.",
-  "code_sha256": "cc5414a38f40bf31a4db403bbf5fc2980bb6acd4b173cb59d5a12228be4085c2",
-  "summary": {
-    "coverage": 10,
-    "true_events": 34,
-    "covered_events": 22,
-    "event_recall": 0.6470588235294118,
-    "candidates": 47,
-    "matched_candidates": 27,
-    "candidate_precision": 0.574468085106383,
-    "missed_events": 12,
-    "unmatched_candidates": 20,
-    "duplicate_candidates": 5,
-    "ambiguous_candidates": 0,
-    "candidate_set_exact": 1
-  },
-  "rows": [
-    {
-      "id": "1558_0",
-      "source_id": 1558,
-      "activity": "breaking something",
-      "gt": 1,
-      "baseline_count": 1,
-      "window_final_count": 3,
-      "invalid_windows": 0,
-      "route": "window_state_ledger",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 6.0,
-          "end": 17.0,
-          "candidate_indices": [
-            1,
-            2
-          ]
-        }
-      ],
-      "candidate_count": 3,
-      "covered_event_indices": [
-        0
-      ],
-      "covered_events": 1,
-      "missed_event_indices": [],
-      "missed_events": 0,
-      "unmatched_candidate_indices": [
-        0
-      ],
-      "unmatched_candidates": 1,
-      "duplicate_candidates": 1,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 1,
-      "candidate_set_exact": false,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 5.5,
-          "window_index": 0,
-          "subject": "Person",
-          "completion_cue": "The egg is fully cracked and its contents are in the bowl.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 1,
-          "t": 11.5,
-          "window_index": 1,
-          "subject": "person",
-          "completion_cue": "The egg is visibly cracked and the person starts to pull the shell apart.",
-          "matched_event_indices": [
-            0
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 2,
-          "t": 14.5,
-          "window_index": 2,
-          "subject": "Person",
-          "completion_cue": "The egg yolk is fully separated and falls into the bowl.",
-          "matched_event_indices": [
-            0
-          ],
-          "classification": "matched"
-        }
-      ]
-    },
-    {
-      "id": "1562_0",
-      "source_id": 1562,
-      "activity": "showing something to the camera",
-      "gt": 1,
-      "baseline_count": 1,
-      "window_final_count": 1,
-      "invalid_windows": 1,
-      "route": "baseline_fallback_invalid_window",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 0.0,
-          "end": 6.0,
-          "candidate_indices": []
-        }
-      ],
-      "candidate_count": 0,
-      "covered_event_indices": [],
-      "covered_events": 0,
-      "missed_event_indices": [
-        0
-      ],
-      "missed_events": 1,
-      "unmatched_candidate_indices": [],
-      "unmatched_candidates": 0,
-      "duplicate_candidates": 0,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 0,
-      "candidate_set_exact": false,
-      "candidates": []
-    },
-    {
-      "id": "1568_1",
-      "source_id": 1568,
-      "activity": "trying to close something but something prevents that",
-      "gt": 0,
-      "baseline_count": 1,
-      "window_final_count": 1,
-      "invalid_windows": 1,
-      "route": "baseline_fallback_invalid_window",
-      "true_intervals": [],
-      "candidate_count": 1,
-      "covered_event_indices": [],
-      "covered_events": 0,
-      "missed_event_indices": [],
-      "missed_events": 0,
-      "unmatched_candidate_indices": [
-        0
-      ],
-      "unmatched_candidates": 1,
-      "duplicate_candidates": 0,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 0,
-      "candidate_set_exact": false,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 5.5,
-          "window_index": 0,
-          "subject": "yellow plush toy",
-          "completion_cue": "The toy lands on the floor and comes to rest.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        }
-      ]
-    },
-    {
-      "id": "1574_2",
-      "source_id": 1574,
-      "activity": "covering something with something",
-      "gt": 4,
-      "baseline_count": 1,
-      "window_final_count": 4,
-      "invalid_windows": 0,
-      "route": "window_state_ledger",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 1.0,
-          "end": 4.0,
-          "candidate_indices": []
-        },
-        {
-          "event_index": 1,
-          "start": 4.0,
-          "end": 9.0,
-          "candidate_indices": [
-            0
-          ]
-        },
-        {
-          "event_index": 2,
-          "start": 9.0,
-          "end": 15.0,
-          "candidate_indices": [
-            1
-          ]
-        },
-        {
-          "event_index": 3,
-          "start": 16.0,
-          "end": 21.0,
-          "candidate_indices": [
-            2,
-            3
-          ]
-        }
-      ],
-      "candidate_count": 4,
-      "covered_event_indices": [
-        1,
-        2,
-        3
-      ],
-      "covered_events": 3,
-      "missed_event_indices": [
-        0
-      ],
-      "missed_events": 1,
-      "unmatched_candidate_indices": [],
-      "unmatched_candidates": 0,
-      "duplicate_candidates": 1,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 3,
-      "candidate_set_exact": false,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 5.5,
-          "window_index": 0,
-          "subject": "Person in orange shirt",
-          "completion_cue": "The cap is fully seated on the bottle neck and the hand releases the object.",
-          "matched_event_indices": [
-            1
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 1,
-          "t": 11.0,
-          "window_index": 1,
-          "subject": "Person",
-          "completion_cue": "The blue cap is placed onto the bottle neck and the hand releases it.",
-          "matched_event_indices": [
-            2
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 2,
-          "t": 17.5,
-          "window_index": 2,
-          "subject": "Person",
-          "completion_cue": "The red lid is fully seated on the jar rim, and the person's hands begin to withdraw.",
-          "matched_event_indices": [
-            3
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 3,
-          "t": 18.5,
-          "window_index": 3,
-          "subject": "Person",
-          "completion_cue": "The red lid is fully placed on the jar, and the person's hands remain on it to secure the cover.",
-          "matched_event_indices": [
-            3
-          ],
-          "classification": "matched"
-        }
-      ]
-    },
-    {
-      "id": "1581_0",
-      "source_id": 1581,
-      "activity": "hitting something against/with something",
-      "gt": 1,
-      "baseline_count": 0,
-      "window_final_count": 0,
-      "invalid_windows": 0,
-      "route": "window_state_ledger",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 6.0,
-          "end": 6.0,
-          "candidate_indices": []
-        }
-      ],
-      "candidate_count": 0,
-      "covered_event_indices": [],
-      "covered_events": 0,
-      "missed_event_indices": [
-        0
-      ],
-      "missed_events": 1,
-      "unmatched_candidate_indices": [],
-      "unmatched_candidates": 0,
-      "duplicate_candidates": 0,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 0,
-      "candidate_set_exact": false,
-      "candidates": []
-    },
-    {
-      "id": "1590_1",
-      "source_id": 1590,
-      "activity": "putting something into something",
-      "gt": 5,
-      "baseline_count": 3,
-      "window_final_count": 2,
-      "invalid_windows": 0,
-      "route": "window_state_ledger",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 0.0,
-          "end": 0.0,
-          "candidate_indices": []
-        },
-        {
-          "event_index": 1,
-          "start": 0.0,
-          "end": 2.0,
-          "candidate_indices": [
-            0
-          ]
-        },
-        {
-          "event_index": 2,
-          "start": 3.0,
-          "end": 4.0,
-          "candidate_indices": []
-        },
-        {
-          "event_index": 3,
-          "start": 4.0,
-          "end": 6.0,
-          "candidate_indices": []
-        },
-        {
-          "event_index": 4,
-          "start": 7.0,
-          "end": 7.0,
-          "candidate_indices": []
-        }
-      ],
-      "candidate_count": 2,
-      "covered_event_indices": [
-        1
-      ],
-      "covered_events": 1,
-      "missed_event_indices": [
-        0,
-        2,
-        3,
-        4
-      ],
-      "missed_events": 4,
-      "unmatched_candidate_indices": [
-        1
-      ],
-      "unmatched_candidates": 1,
-      "duplicate_candidates": 0,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 1,
-      "candidate_set_exact": false,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 2.0,
-          "window_index": 0,
-          "subject": "person's hand",
-          "completion_cue": "The book is fully inside the bag, and the hand begins to withdraw.",
-          "matched_event_indices": [
-            1
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 1,
-          "t": 6.98,
-          "window_index": 1,
-          "subject": "Hand",
-          "completion_cue": "The hand releases the pink object and rests on the table.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        }
-      ]
-    },
-    {
-      "id": "1597_2",
-      "source_id": 1597,
-      "activity": "buttoning up a button",
-      "gt": 3,
-      "baseline_count": 6,
-      "window_final_count": 1,
-      "invalid_windows": 0,
-      "route": "window_state_ledger",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 3.0,
-          "end": 9.0,
-          "candidate_indices": []
-        },
-        {
-          "event_index": 1,
-          "start": 9.0,
-          "end": 12.0,
-          "candidate_indices": []
-        },
-        {
-          "event_index": 2,
-          "start": 12.0,
-          "end": 15.0,
-          "candidate_indices": [
-            0
-          ]
-        }
-      ],
-      "candidate_count": 1,
-      "covered_event_indices": [
-        2
-      ],
-      "covered_events": 1,
-      "missed_event_indices": [
-        0,
-        1
-      ],
-      "missed_events": 2,
-      "unmatched_candidate_indices": [],
-      "unmatched_candidates": 0,
-      "duplicate_candidates": 0,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 1,
-      "candidate_set_exact": false,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 14.97,
-          "window_index": 2,
-          "subject": "Person",
-          "completion_cue": "The button is fully fastened, and the person's hands move away from the button.",
-          "matched_event_indices": [
-            2
-          ],
-          "classification": "matched"
-        }
-      ]
-    },
-    {
-      "id": "1599_21",
-      "source_id": 1599,
-      "activity": "javelin throw",
-      "gt": 6,
-      "baseline_count": 9,
-      "window_final_count": 10,
-      "invalid_windows": 0,
-      "route": "window_state_ledger",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 61.0,
-          "end": 66.0,
-          "candidate_indices": [
-            2
-          ]
-        },
-        {
-          "event_index": 1,
-          "start": 77.0,
-          "end": 81.0,
-          "candidate_indices": [
-            4
-          ]
-        },
-        {
-          "event_index": 2,
-          "start": 156.0,
-          "end": 164.0,
-          "candidate_indices": [
-            6
-          ]
-        },
-        {
-          "event_index": 3,
-          "start": 187.0,
-          "end": 197.0,
-          "candidate_indices": [
-            8
-          ]
-        },
-        {
-          "event_index": 4,
-          "start": 222.0,
-          "end": 225.0,
-          "candidate_indices": [
-            11
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-        },
-        {
-          "event_index": 5,
-          "start": 250.0,
-          "end": 258.0,
-          "candidate_indices": [
-            12
-          ]
-        }
-      ],
-      "candidate_count": 13,
-      "covered_event_indices": [
-        0,
-        1,
-        2,
-        3,
-        4,
-        5
-      ],
-      "covered_events": 6,
-      "missed_event_indices": [],
-      "missed_events": 0,
-      "unmatched_candidate_indices": [
-        0,
-        1,
-        3,
-        5,
-        7,
-        9,
-        10
-      ],
-      "unmatched_candidates": 7,
-      "duplicate_candidates": 0,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 6,
-      "candidate_set_exact": false,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 41.0,
-          "window_index": 6,
-          "subject": "javelin thrower",
-          "completion_cue": "The javelin is released from the athlete's hand and is seen flying through the air.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 1,
-          "t": 42.5,
-          "window_index": 7,
-          "subject": "Male athlete in blue singlet",
-          "completion_cue": "The javelin leaves the athlete's hand and he begins his follow-through.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 2,
-          "t": 64.5,
-          "window_index": 10,
-          "subject": "athlete in maroon tracksuit",
-          "completion_cue": "The javelin leaves the athlete's hand and flies forward.",
-          "matched_event_indices": [
-            0
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 3,
-          "t": 71.5,
-          "window_index": 11,
-          "subject": "athlete in maroon tracksuit",
-          "completion_cue": "The athlete's arm extends fully forward, indicating the release of the javelin.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 4,
-          "t": 80.5,
-          "window_index": 13,
-          "subject": "Male athlete in maroon tracksuit",
-          "completion_cue": "The javelin leaves the athlete's hand and is seen flying through the air.",
-          "matched_event_indices": [
-            1
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 5,
-          "t": 142.0,
-          "window_index": 23,
-          "subject": "Athlete in maroon tracksuit",
-          "completion_cue": "The javelin leaves the athlete's hand and flies forward.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 6,
-          "t": 163.5,
-          "window_index": 27,
-          "subject": "Female athlete in blue top and white shorts",
-          "completion_cue": "The javelin leaves the athlete's hand and she enters the follow-through phase.",
-          "matched_event_indices": [
-            2
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 7,
-          "t": 179.0,
-          "window_index": 29,
-          "subject": "Athlete in maroon tracksuit",
-          "completion_cue": "The javelin is released from the athlete's hand and is visible in the air.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 8,
-          "t": 195.5,
-          "window_index": 32,
-          "subject": "Male athlete in maroon uniform",
-          "completion_cue": "The javelin is released from the athlete's hand and is seen flying through the air.",
-          "matched_event_indices": [
-            3
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 9,
-          "t": 214.5,
-          "window_index": 35,
-          "subject": "man in maroon tracksuit",
-          "completion_cue": "The javelin leaves the subject's hand and is seen flying through the air.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 10,
-          "t": 221.0,
-          "window_index": 36,
-          "subject": "Male athlete in maroon tracksuit",
-          "completion_cue": "The athlete's arm is fully extended forward and the javelin is released from his hand.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 11,
-          "t": 224.0,
-          "window_index": 37,
-          "subject": "Female athlete in blue uniform",
-          "completion_cue": "The javelin is released from the athlete's hand and is seen flying through the air.",
-          "matched_event_indices": [
-            4
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 12,
-          "t": 257.0,
-          "window_index": 42,
-          "subject": "Female athlete in red and black uniform",
-          "completion_cue": "The javelin leaves the athlete's hand and she begins her follow-through motion.",
-          "matched_event_indices": [
-            5
-          ],
-          "classification": "matched"
-        }
-      ]
-    },
-    {
-      "id": "1612_5",
-      "source_id": 1612,
-      "activity": "clean and jerk",
-      "gt": 3,
-      "baseline_count": 3,
-      "window_final_count": 4,
-      "invalid_windows": 0,
-      "route": "window_state_ledger",
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 5.0,
-          "end": 11.0,
-          "candidate_indices": [
-            0
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-        {
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-          "start": 13.0,
-          "end": 19.0,
-          "candidate_indices": [
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-          "event_index": 2,
-          "start": 21.0,
-          "end": 29.0,
-          "candidate_indices": [
-            3
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-      ],
-      "candidate_count": 4,
-      "covered_event_indices": [
-        0,
-        1,
-        2
-      ],
-      "covered_events": 3,
-      "missed_event_indices": [],
-      "missed_events": 0,
-      "unmatched_candidate_indices": [],
-      "unmatched_candidates": 0,
-      "duplicate_candidates": 1,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 3,
-      "candidate_set_exact": true,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 10.5,
-          "window_index": 1,
-          "subject": "Weightlifter",
-          "completion_cue": "The barbell is held overhead with arms fully extended and the lifter in a stable position.",
-          "matched_event_indices": [
-            0
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 1,
-          "t": 17.75,
-          "window_index": 2,
-          "subject": "Weightlifter",
-          "completion_cue": "The barbell is locked out overhead and the lifter stands upright with the weight stable.",
-          "matched_event_indices": [
-            1
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 2,
-          "t": 18.0,
-          "window_index": 3,
-          "subject": "Weightlifter",
-          "completion_cue": "The lifter stabilizes the barbell overhead with arms fully extended and legs straight.",
-          "matched_event_indices": [
-            1
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 3,
-          "t": 27.0,
-          "window_index": 4,
-          "subject": "Weightlifter",
-          "completion_cue": "The lifter stabilizes the barbell with arms fully extended overhead and legs straight.",
-          "matched_event_indices": [
-            2
-          ],
-          "classification": "matched"
-        }
-      ]
-    },
-    {
-      "id": "1618_17",
-      "source_id": 1618,
-      "activity": "shotput",
-      "gt": 10,
-      "baseline_count": 8,
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-      "invalid_windows": 1,
-      "route": "baseline_fallback_invalid_window",
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-          "event_index": 0,
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-          "candidate_indices": []
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-          "candidate_indices": [
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-        },
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-        },
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-          "event_index": 4,
-          "start": 59.0,
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-          "candidate_indices": []
-        },
-        {
-          "event_index": 5,
-          "start": 78.0,
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-          "candidate_indices": [
-            8
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-        },
-        {
-          "event_index": 6,
-          "start": 113.0,
-          "end": 129.0,
-          "candidate_indices": [
-            11,
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-          ]
-        },
-        {
-          "event_index": 7,
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-          "candidate_indices": [
-            15
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-        },
-        {
-          "event_index": 8,
-          "start": 146.0,
-          "end": 148.0,
-          "candidate_indices": []
-        },
-        {
-          "event_index": 9,
-          "start": 173.0,
-          "end": 178.0,
-          "candidate_indices": [
-            18
-          ]
-        }
-      ],
-      "candidate_count": 19,
-      "covered_event_indices": [
-        0,
-        2,
-        3,
-        5,
-        6,
-        7,
-        9
-      ],
-      "covered_events": 7,
-      "missed_event_indices": [
-        1,
-        4,
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-      ],
-      "missed_events": 3,
-      "unmatched_candidate_indices": [
-        1,
-        2,
-        6,
-        7,
-        9,
-        10,
-        13,
-        14,
-        16,
-        17
-      ],
-      "unmatched_candidates": 10,
-      "duplicate_candidates": 2,
-      "ambiguous_candidates": 0,
-      "oracle_unique_matched_events": 7,
-      "candidate_set_exact": false,
-      "candidates": [
-        {
-          "candidate_index": 0,
-          "t": 8.0,
-          "window_index": 1,
-          "subject": "Athlete in white shirt",
-          "completion_cue": "The shot is released from the athlete's hand and is seen flying through the air.",
-          "matched_event_indices": [
-            0
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 1,
-          "t": 16.5,
-          "window_index": 2,
-          "subject": "athlete",
-          "completion_cue": "The shot put leaves the athlete's hand and travels through the air.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 2,
-          "t": 21.0,
-          "window_index": 3,
-          "subject": "Shot put",
-          "completion_cue": "The shot put lands on the ground.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 3,
-          "t": 28.5,
-          "window_index": 4,
-          "subject": "Terry Albritton",
-          "completion_cue": "The shot put leaves the athlete's hand and travels through the air.",
-          "matched_event_indices": [
-            2
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 4,
-          "t": 41.5,
-          "window_index": 6,
-          "subject": "athlete in blue uniform",
-          "completion_cue": "The shot put leaves the athlete's hand and is seen flying through the air.",
-          "matched_event_indices": [
-            3
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 5,
-          "t": 47.0,
-          "window_index": 7,
-          "subject": "Athlete in blue uniform",
-          "completion_cue": "The athlete's body fully extends and the arm releases the object, transitioning into a follow-through stance.",
-          "matched_event_indices": [
-            3
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 6,
-          "t": 50.0,
-          "window_index": 8,
-          "subject": "Alessandro Andrei",
-          "completion_cue": "The athlete's body stabilizes after the release of the shot put, indicating the completion of the throw.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 7,
-          "t": 70.5,
-          "window_index": 11,
-          "subject": "Male athlete in maroon shirt",
-          "completion_cue": "The shot put is released from the athlete's hand and is seen in mid-air.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 8,
-          "t": 91.5,
-          "window_index": 15,
-          "subject": "Athlete in maroon uniform",
-          "completion_cue": "The athlete's arm extends fully forward, and the object leaves their hand, marking the release point of the throw.",
-          "matched_event_indices": [
-            5
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 9,
-          "t": 96.5,
-          "window_index": 16,
-          "subject": "Athlete in white uniform",
-          "completion_cue": "The shot is released and visible in the air.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 10,
-          "t": 107.5,
-          "window_index": 17,
-          "subject": "Athlete in white uniform",
-          "completion_cue": "Release of the shot put from the athlete's hand.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 11,
-          "t": 125.0,
-          "window_index": 20,
-          "subject": "Ulf Timmermann",
-          "completion_cue": "The athlete releases the shot put and begins to fall forward.",
-          "matched_event_indices": [
-            6
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 12,
-          "t": 128.5,
-          "window_index": 21,
-          "subject": "Athlete in blue and white uniform",
-          "completion_cue": "The shot is released and seen flying through the air.",
-          "matched_event_indices": [
-            6
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 13,
-          "t": 137.5,
-          "window_index": 22,
-          "subject": "Athlete in blue and white uniform",
-          "completion_cue": "The athlete's arm extends fully, releasing the shot, and their body follows through the motion.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 14,
-          "t": 140.0,
-          "window_index": 23,
-          "subject": "Athlete in blue and white uniform",
-          "completion_cue": "The athlete is seen landing in the sand pit after the throw.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 15,
-          "t": 144.5,
-          "window_index": 24,
-          "subject": "Athlete in blue uniform",
-          "completion_cue": "Release of the shot put from the athlete's hand.",
-          "matched_event_indices": [
-            7
-          ],
-          "classification": "matched"
-        },
-        {
-          "candidate_index": 16,
-          "t": 155.0,
-          "window_index": 25,
-          "subject": "Athlete in yellow shirt",
-          "completion_cue": "The athlete's arm extends fully, releasing the shot put, and the body follows through with the throw.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 17,
-          "t": 156.0,
-          "window_index": 26,
-          "subject": "Athlete in blue uniform",
-          "completion_cue": "The athlete's arm extends fully, releasing the shot put, followed by a celebratory gesture.",
-          "matched_event_indices": [],
-          "classification": "unmatched"
-        },
-        {
-          "candidate_index": 18,
-          "t": 177.5,
-          "window_index": 29,
-          "subject": "Athlete in blue uniform",
-          "completion_cue": "The athlete releases the shot put from their hand and their body momentum carries them forward.",
-          "matched_event_indices": [
-            9
-          ],
-          "classification": "matched"
-        }
-      ]
-    }
-  ]
-}
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+size 29828

optimization/analysis/iter21_rec_cycle_identity_contract8.json

@@ -1,926 +1,3 @@
-{
-  "ledger": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter20_rec_window_state_ledger_smoke10.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter21_rec_cycle_identity/contract8.manifest.json",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.0,
-  "fps": 4.0,
-  "context_seconds": 2.0,
-  "max_frames": 64,
-  "runner_code_sha256": "b15240ef707b43e1b1873d81740f74e2d4e9c9e2c2b93da6bc8f636ab2b9ffde",
-  "summary": {
-    "coverage": 8,
-    "paired_valid": 7,
-    "paired_consistent": 3,
-    "paired_decisive": 3,
-    "expected_match": 3,
-    "core_match": 1,
-    "relation_control_match": 2,
-    "false_completion_control_match": 0,
-    "task_label_tokens_in_prompts": 0
-  },
-  "rows": [
-    {
-      "edge_key": "breaking_early_to_mid",
-      "id": "1558_0",
-      "activity": "breaking something",
-      "group": "core_count_structure",
-      "left_t": 5.5,
-      "right_t": 11.5,
-      "left_completion": {
-        "t": 5.5,
-        "subject": "Person",
-        "target_match": "The person cracks an egg into a bowl, which is a clear instance of breaking something.",
-        "before_state": "active",
-        "completion_cue": "The egg is fully cracked and its contents are in the bowl.",
-        "after_state": "completed",
-        "reset_evidence": "The person moves their hand away from the bowl, indicating the action is complete."
-      },
-      "right_completion": {
-        "t": 11.5,
-        "subject": "person",
-        "target_match": "The person cracks the egg and begins to separate the shell halves, indicating the egg is broken.",
-        "before_state": "active",
-        "completion_cue": "The egg is visibly cracked and the person starts to pull the shell apart.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "frame_count": 41,
-      "replay_start": 3.5,
-      "replay_end": 13.5,
-      "paired": {
-        "valid": true,
-        "consistent": false,
-        "decisive": false,
-        "normalized_ab": {
-          "left_status": "different_action",
-          "right_status": "exact_completion",
-          "relation": "insufficient",
-          "confidence": "high"
-        },
-        "normalized_ba": {
-          "left_status": "different_action",
-          "right_status": "same_cycle_noncompletion",
-          "relation": "insufficient",
-          "confidence": "high"
-        },
-        "decision": null
-      },
-      "expected_relation": "same_cycle",
-      "expected_left_status": null,
-      "expected_right_status": null,
-      "expected_match": false,
-      "ab": {
-        "prompt_sha256": "02d4b19c79e99da0d35c8e710ccd07f82c7a7fd0754b3deba9f5e816698e4d23",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"different_action\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"insufficient\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"person, egg\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous action of preparing to crack an egg. There is no reset or new attempt between the two timestamps; the action at 5.50s is a preparatory movement, while the action at 11.50s is the actual breaking of the object.\",\n  \"candidate_a_pixel_evidence\": \"At t=5.50s, the person's hand is hovering over the table and moving towards the egg, but the egg is still intact and sitting on the table. No breaking has occurred.\",\n  \"candidate_b_pixel_evidence\": \"At t=11.50s, the person is holding the egg over a mug and actively pulling the shell halves apart, with the contents of the egg falling into the mug. This is the decisive moment of breaking the egg.\",\n  \"decision_reason\": \"Candidate A is incorrect because the egg is not broken at 5.50s; the person is merely reaching for it. Candidate B correctly identifies the moment the egg is cracked and opened. Since Candidate A is not a valid completion of the target activity, the relation is insufficient.\"\n}",
-            "parsed": {
-              "candidate_a_status": "different_action",
-              "candidate_b_status": "exact_completion",
-              "relation": "insufficient",
-              "confidence": "high",
-              "subject_object_identity": "person, egg",
-              "reset_or_continuity_evidence": "The video shows a single continuous action of preparing to crack an egg. There is no reset or new attempt between the two timestamps; the action at 5.50s is a preparatory movement, while the action at 11.50s is the actual breaking of the object.",
-              "candidate_a_pixel_evidence": "At t=5.50s, the person's hand is hovering over the table and moving towards the egg, but the egg is still intact and sitting on the table. No breaking has occurred.",
-              "candidate_b_pixel_evidence": "At t=11.50s, the person is holding the egg over a mug and actively pulling the shell halves apart, with the contents of the egg falling into the mug. This is the decisive moment of breaking the egg.",
-              "decision_reason": "Candidate A is incorrect because the egg is not broken at 5.50s; the person is merely reaching for it. Candidate B correctly identifies the moment the egg is cracked and opened. Since Candidate A is not a valid completion of the target activity, the relation is insufficient."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "different_action",
-          "candidate_b_status": "exact_completion",
-          "relation": "insufficient",
-          "confidence": "high",
-          "subject_object_identity": "person, egg",
-          "reset_or_continuity_evidence": "The video shows a single continuous action of preparing to crack an egg. There is no reset or new attempt between the two timestamps; the action at 5.50s is a preparatory movement, while the action at 11.50s is the actual breaking of the object.",
-          "candidate_a_pixel_evidence": "At t=5.50s, the person's hand is hovering over the table and moving towards the egg, but the egg is still intact and sitting on the table. No breaking has occurred.",
-          "candidate_b_pixel_evidence": "At t=11.50s, the person is holding the egg over a mug and actively pulling the shell halves apart, with the contents of the egg falling into the mug. This is the decisive moment of breaking the egg.",
-          "decision_reason": "Candidate A is incorrect because the egg is not broken at 5.50s; the person is merely reaching for it. Candidate B correctly identifies the moment the egg is cracked and opened. Since Candidate A is not a valid completion of the target activity, the relation is insufficient."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "9fa324b9c51ab1c4592d798dffcbe46c118a587156680f0bfc1bc9ae446fef80",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"different_action\",\n  \"relation\": \"insufficient\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"person, egg\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous action of preparing to crack an egg. There is no reset or completion of the action within the provided frames.\",\n  \"candidate_a_pixel_evidence\": \"At t=11.50s, the person is holding the egg over the mug and beginning to crack it, but the egg is not yet fully broken or separated. This is part of the ongoing action, not a completion.\",\n  \"candidate_b_pixel_evidence\": \"At t=5.50s, the person is reaching for the egg. The egg is still whole and sitting on the table. No breaking action has occurred.\",\n  \"decision_reason\": \"Candidate A describes an action in progress (cracking the egg) but claims it is completed, which is incorrect as the egg is not yet broken. Candidate B claims the egg is cracked and contents are in the bowl at t=5.50s, but the pixels clearly show the egg is still whole on the table. Therefore, Candidate A is a non-completion of the target action, and Candidate B describes an action that has not happened yet (different action relative to the claim of completion).\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "different_action",
-              "relation": "insufficient",
-              "confidence": "high",
-              "subject_object_identity": "person, egg",
-              "reset_or_continuity_evidence": "The video shows a single continuous action of preparing to crack an egg. There is no reset or completion of the action within the provided frames.",
-              "candidate_a_pixel_evidence": "At t=11.50s, the person is holding the egg over the mug and beginning to crack it, but the egg is not yet fully broken or separated. This is part of the ongoing action, not a completion.",
-              "candidate_b_pixel_evidence": "At t=5.50s, the person is reaching for the egg. The egg is still whole and sitting on the table. No breaking action has occurred.",
-              "decision_reason": "Candidate A describes an action in progress (cracking the egg) but claims it is completed, which is incorrect as the egg is not yet broken. Candidate B claims the egg is cracked and contents are in the bowl at t=5.50s, but the pixels clearly show the egg is still whole on the table. Therefore, Candidate A is a non-completion of the target action, and Candidate B describes an action that has not happened yet (different action relative to the claim of completion)."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "different_action",
-          "relation": "insufficient",
-          "confidence": "high",
-          "subject_object_identity": "person, egg",
-          "reset_or_continuity_evidence": "The video shows a single continuous action of preparing to crack an egg. There is no reset or completion of the action within the provided frames.",
-          "candidate_a_pixel_evidence": "At t=11.50s, the person is holding the egg over the mug and beginning to crack it, but the egg is not yet fully broken or separated. This is part of the ongoing action, not a completion.",
-          "candidate_b_pixel_evidence": "At t=5.50s, the person is reaching for the egg. The egg is still whole and sitting on the table. No breaking action has occurred.",
-          "decision_reason": "Candidate A describes an action in progress (cracking the egg) but claims it is completed, which is incorrect as the egg is not yet broken. Candidate B claims the egg is cracked and contents are in the bowl at t=5.50s, but the pixels clearly show the egg is still whole on the table. Therefore, Candidate A is a non-completion of the target action, and Candidate B describes an action that has not happened yet (different action relative to the claim of completion)."
-        }
-      }
-    },
-    {
-      "edge_key": "breaking_mid_to_final",
-      "id": "1558_0",
-      "activity": "breaking something",
-      "group": "core_count_structure",
-      "left_t": 11.5,
-      "right_t": 14.5,
-      "left_completion": {
-        "t": 11.5,
-        "subject": "person",
-        "target_match": "The person cracks the egg and begins to separate the shell halves, indicating the egg is broken.",
-        "before_state": "active",
-        "completion_cue": "The egg is visibly cracked and the person starts to pull the shell apart.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "right_completion": {
-        "t": 14.5,
-        "subject": "Person",
-        "target_match": "The person successfully cracks the egg and separates the yolk into the bowl, completing the action of breaking the egg.",
-        "before_state": "active",
-        "completion_cue": "The egg yolk is fully separated and falls into the bowl.",
-        "after_state": "completed",
-        "reset_evidence": "The person holds the empty eggshell halves, indicating the completion of the breaking action."
-      },
-      "frame_count": 29,
-      "replay_start": 9.5,
-      "replay_end": 16.5,
-      "paired": {
-        "valid": true,
-        "consistent": true,
-        "decisive": true,
-        "normalized_ab": {
-          "left_status": "same_cycle_noncompletion",
-          "right_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "normalized_ba": {
-          "left_status": "same_cycle_noncompletion",
-          "right_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "decision": {
-          "left_status": "same_cycle_noncompletion",
-          "right_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        }
-      },
-      "expected_relation": "same_cycle",
-      "expected_left_status": null,
-      "expected_right_status": null,
-      "expected_match": true,
-      "ab": {
-        "prompt_sha256": "f0277b773d8548ac514f1b2888a86bb4ed524ff7ed4db26436eb5ecf1d85b88e",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"person, egg\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous action of cracking and emptying one egg. There is no reset or new object introduced between the two timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=11.50s, the person is holding the egg and beginning to manipulate the shell, but the egg has not yet been fully opened or emptied. This is the preparation phase of the breaking action.\",\n  \"candidate_b_pixel_evidence\": \"At t=14.50s, the egg yolk is clearly visible falling into the glass bowl, and the person is holding the separated shell halves. This marks the decisive completion of the breaking action.\",\n  \"decision_reason\": \"Candidate A describes the initial manipulation of the egg shell, which is part of the setup for the breaking action, not the completion. Candidate B correctly identifies the moment the egg is fully broken and emptied into the bowl. Since both events refer to the same single egg-breaking attempt without a reset, they are part of the same cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "exact_completion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "person, egg",
-              "reset_or_continuity_evidence": "The video shows a single continuous action of cracking and emptying one egg. There is no reset or new object introduced between the two timestamps.",
-              "candidate_a_pixel_evidence": "At t=11.50s, the person is holding the egg and beginning to manipulate the shell, but the egg has not yet been fully opened or emptied. This is the preparation phase of the breaking action.",
-              "candidate_b_pixel_evidence": "At t=14.50s, the egg yolk is clearly visible falling into the glass bowl, and the person is holding the separated shell halves. This marks the decisive completion of the breaking action.",
-              "decision_reason": "Candidate A describes the initial manipulation of the egg shell, which is part of the setup for the breaking action, not the completion. Candidate B correctly identifies the moment the egg is fully broken and emptied into the bowl. Since both events refer to the same single egg-breaking attempt without a reset, they are part of the same cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "person, egg",
-          "reset_or_continuity_evidence": "The video shows a single continuous action of cracking and emptying one egg. There is no reset or new object introduced between the two timestamps.",
-          "candidate_a_pixel_evidence": "At t=11.50s, the person is holding the egg and beginning to manipulate the shell, but the egg has not yet been fully opened or emptied. This is the preparation phase of the breaking action.",
-          "candidate_b_pixel_evidence": "At t=14.50s, the egg yolk is clearly visible falling into the glass bowl, and the person is holding the separated shell halves. This marks the decisive completion of the breaking action.",
-          "decision_reason": "Candidate A describes the initial manipulation of the egg shell, which is part of the setup for the breaking action, not the completion. Candidate B correctly identifies the moment the egg is fully broken and emptied into the bowl. Since both events refer to the same single egg-breaking attempt without a reset, they are part of the same cycle."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "b03f11d0e8dbd24783de809ea8e54a46c7d0bb561c20bec334660c8da938014e",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"exact_completion\",\n  \"candidate_b_status\": \"same_cycle_noncompletion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Person, Egg\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous action of cracking and emptying one egg. There is no reset or new object introduced between the two timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=14.50s, the egg yolk is clearly visible falling into the glass bowl, and the person is holding the empty shell halves, marking the completion of the breaking action.\",\n  \"candidate_b_pixel_evidence\": \"At t=11.50s, the person is in the process of pulling the eggshell apart. The egg is cracked, but the contents have not yet been released into the bowl, indicating this is a step within the ongoing action rather than the completion.\",\n  \"decision_reason\": \"Candidate A correctly identifies the moment the egg is fully broken and emptied into the bowl. Candidate B identifies an intermediate step (cracking/pulling apart) of the same continuous action. Since both refer to the same single attempt with no reset in between, they are part of the same cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "exact_completion",
-              "candidate_b_status": "same_cycle_noncompletion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Person, Egg",
-              "reset_or_continuity_evidence": "The video shows a single continuous action of cracking and emptying one egg. There is no reset or new object introduced between the two timestamps.",
-              "candidate_a_pixel_evidence": "At t=14.50s, the egg yolk is clearly visible falling into the glass bowl, and the person is holding the empty shell halves, marking the completion of the breaking action.",
-              "candidate_b_pixel_evidence": "At t=11.50s, the person is in the process of pulling the eggshell apart. The egg is cracked, but the contents have not yet been released into the bowl, indicating this is a step within the ongoing action rather than the completion.",
-              "decision_reason": "Candidate A correctly identifies the moment the egg is fully broken and emptied into the bowl. Candidate B identifies an intermediate step (cracking/pulling apart) of the same continuous action. Since both refer to the same single attempt with no reset in between, they are part of the same cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "exact_completion",
-          "candidate_b_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Person, Egg",
-          "reset_or_continuity_evidence": "The video shows a single continuous action of cracking and emptying one egg. There is no reset or new object introduced between the two timestamps.",
-          "candidate_a_pixel_evidence": "At t=14.50s, the egg yolk is clearly visible falling into the glass bowl, and the person is holding the empty shell halves, marking the completion of the breaking action.",
-          "candidate_b_pixel_evidence": "At t=11.50s, the person is in the process of pulling the eggshell apart. The egg is cracked, but the contents have not yet been released into the bowl, indicating this is a step within the ongoing action rather than the completion.",
-          "decision_reason": "Candidate A correctly identifies the moment the egg is fully broken and emptied into the bowl. Candidate B identifies an intermediate step (cracking/pulling apart) of the same continuous action. Since both refer to the same single attempt with no reset in between, they are part of the same cycle."
-        }
-      }
-    },
-    {
-      "edge_key": "covering_red_jar_boundary",
-      "id": "1574_2",
-      "activity": "covering something with something",
-      "group": "core_count_structure",
-      "left_t": 17.5,
-      "right_t": 18.5,
-      "left_completion": {
-        "t": 17.5,
-        "subject": "Person",
-        "target_match": "The red lid is placed onto the glass jar, covering the opening.",
-        "before_state": "active",
-        "completion_cue": "The red lid is fully seated on the jar rim, and the person's hands begin to withdraw.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "right_completion": {
-        "t": 18.5,
-        "subject": "Person",
-        "target_match": "The person places a red lid onto a glass jar on the table, covering the opening.",
-        "before_state": "active",
-        "completion_cue": "The red lid is fully placed on the jar, and the person's hands remain on it to secure the cover.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "frame_count": 21,
-      "replay_start": 15.5,
-      "replay_end": 20.5,
-      "paired": {
-        "valid": true,
-        "consistent": false,
-        "decisive": false,
-        "normalized_ab": {
-          "left_status": "same_cycle_noncompletion",
-          "right_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "normalized_ba": {
-          "left_status": "exact_completion",
-          "right_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "decision": null
-      },
-      "expected_relation": "distinct_cycles",
-      "expected_left_status": "exact_completion",
-      "expected_right_status": "exact_completion",
-      "expected_match": false,
-      "ab": {
-        "prompt_sha256": "887dfb4584231b460160d5dc1dc0626eeb2ad485dbb0223b6d83d95f6c520d5e",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Person, red lid, glass jar\",\n  \"reset_or_continuity_evidence\": \"The action is a single continuous event. The lid is picked up at t=16.50s, placed on the jar at t=17.50s, and then twisted/secured by the person's hands from t=18.00s to t=20.50s. There is no reset or uncovering between the two timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=17.50s, the red lid is placed on the jar, but the person's hands are still actively manipulating it, indicating the action is not yet fully completed/secured.\",\n  \"candidate_b_pixel_evidence\": \"At t=18.50s, the person is twisting the red lid onto the jar, securing the cover. This represents the decisive completion of the covering action.\",\n  \"decision_reason\": \"Candidate A marks the initial placement of the lid, which is part of the covering process but not the final secured state. Candidate B marks the point where the lid is being twisted and secured, representing the completion of the 'covering' action. Since both events are part of the same continuous attempt to cover the jar without any reset, they are classified as the same cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "exact_completion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Person, red lid, glass jar",
-              "reset_or_continuity_evidence": "The action is a single continuous event. The lid is picked up at t=16.50s, placed on the jar at t=17.50s, and then twisted/secured by the person's hands from t=18.00s to t=20.50s. There is no reset or uncovering between the two timestamps.",
-              "candidate_a_pixel_evidence": "At t=17.50s, the red lid is placed on the jar, but the person's hands are still actively manipulating it, indicating the action is not yet fully completed/secured.",
-              "candidate_b_pixel_evidence": "At t=18.50s, the person is twisting the red lid onto the jar, securing the cover. This represents the decisive completion of the covering action.",
-              "decision_reason": "Candidate A marks the initial placement of the lid, which is part of the covering process but not the final secured state. Candidate B marks the point where the lid is being twisted and secured, representing the completion of the 'covering' action. Since both events are part of the same continuous attempt to cover the jar without any reset, they are classified as the same cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Person, red lid, glass jar",
-          "reset_or_continuity_evidence": "The action is a single continuous event. The lid is picked up at t=16.50s, placed on the jar at t=17.50s, and then twisted/secured by the person's hands from t=18.00s to t=20.50s. There is no reset or uncovering between the two timestamps.",
-          "candidate_a_pixel_evidence": "At t=17.50s, the red lid is placed on the jar, but the person's hands are still actively manipulating it, indicating the action is not yet fully completed/secured.",
-          "candidate_b_pixel_evidence": "At t=18.50s, the person is twisting the red lid onto the jar, securing the cover. This represents the decisive completion of the covering action.",
-          "decision_reason": "Candidate A marks the initial placement of the lid, which is part of the covering process but not the final secured state. Candidate B marks the point where the lid is being twisted and secured, representing the completion of the 'covering' action. Since both events are part of the same continuous attempt to cover the jar without any reset, they are classified as the same cycle."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "582339dd3beb9584fcd254e2beeb26a62d32387da9cac9429502cf24b36e3f63",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Person, red lid, glass jar\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous action of placing the lid on the jar. The lid is placed at t=17.50s and remains on the jar through t=20.50s. There is no reset or removal of the lid between the two timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=18.50s, the red lid is already fully seated on the jar. The person's hands are still on the lid, performing a securing or twisting motion. This is a continuation of the action completed at t=17.50s, not a new completion.\",\n  \"candidate_b_pixel_evidence\": \"At t=17.50s, the red lid is fully placed on the jar, covering the opening. The person's hands are still on the lid, but the covering action is complete. This marks the decisive completion of the cycle.\",\n  \"decision_reason\": \"Candidate B correctly identifies the moment the lid is placed on the jar, completing the covering action. Candidate A identifies a later point in the same action where the person is securing the lid, which is a continuation of the same cycle, not a new completion. Therefore, they refer to the same cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "exact_completion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Person, red lid, glass jar",
-              "reset_or_continuity_evidence": "The video shows a single continuous action of placing the lid on the jar. The lid is placed at t=17.50s and remains on the jar through t=20.50s. There is no reset or removal of the lid between the two timestamps.",
-              "candidate_a_pixel_evidence": "At t=18.50s, the red lid is already fully seated on the jar. The person's hands are still on the lid, performing a securing or twisting motion. This is a continuation of the action completed at t=17.50s, not a new completion.",
-              "candidate_b_pixel_evidence": "At t=17.50s, the red lid is fully placed on the jar, covering the opening. The person's hands are still on the lid, but the covering action is complete. This marks the decisive completion of the cycle.",
-              "decision_reason": "Candidate B correctly identifies the moment the lid is placed on the jar, completing the covering action. Candidate A identifies a later point in the same action where the person is securing the lid, which is a continuation of the same cycle, not a new completion. Therefore, they refer to the same cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Person, red lid, glass jar",
-          "reset_or_continuity_evidence": "The video shows a single continuous action of placing the lid on the jar. The lid is placed at t=17.50s and remains on the jar through t=20.50s. There is no reset or removal of the lid between the two timestamps.",
-          "candidate_a_pixel_evidence": "At t=18.50s, the red lid is already fully seated on the jar. The person's hands are still on the lid, performing a securing or twisting motion. This is a continuation of the action completed at t=17.50s, not a new completion.",
-          "candidate_b_pixel_evidence": "At t=17.50s, the red lid is fully placed on the jar, covering the opening. The person's hands are still on the lid, but the covering action is complete. This marks the decisive completion of the cycle.",
-          "decision_reason": "Candidate B correctly identifies the moment the lid is placed on the jar, completing the covering action. Candidate A identifies a later point in the same action where the person is securing the lid, which is a continuation of the same cycle, not a new completion. Therefore, they refer to the same cycle."
-        }
-      }
-    },
-    {
-      "edge_key": "clean_jerk_lockout_boundary",
-      "id": "1612_5",
-      "activity": "clean and jerk",
-      "group": "core_count_structure",
-      "left_t": 17.75,
-      "right_t": 18.0,
-      "left_completion": {
-        "t": 17.75,
-        "subject": "Weightlifter",
-        "target_match": "The lifter completes the overhead lockout of the jerk phase, stabilizing the 230kg barbell overhead.",
-        "before_state": "active",
-        "completion_cue": "The barbell is locked out overhead and the lifter stands upright with the weight stable.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "right_completion": {
-        "t": 18.0,
-        "subject": "Weightlifter",
-        "target_match": "The subject achieves a stable overhead lockout with the barbell, completing the jerk phase of the clean and jerk.",
-        "before_state": "active",
-        "completion_cue": "The lifter stabilizes the barbell overhead with arms fully extended and legs straight.",
-        "after_state": "follow-through",
-        "reset_evidence": "The lifter drops the barbell to the floor at 19.50s and begins a new setup at 21.00s."
-      },
-      "frame_count": 18,
-      "replay_start": 15.75,
-      "replay_end": 20.0,
-      "paired": {
-        "valid": true,
-        "consistent": false,
-        "decisive": false,
-        "normalized_ab": {
-          "left_status": "same_cycle_noncompletion",
-          "right_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "normalized_ba": {
-          "left_status": "exact_completion",
-          "right_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "decision": null
-      },
-      "expected_relation": "same_cycle",
-      "expected_left_status": "exact_completion",
-      "expected_right_status": "exact_completion",
-      "expected_match": false,
-      "ab": {
-        "prompt_sha256": "12d8971fc49e0322da386de08c078d49b3f1de615ef423103e3f0d5b2ebf5b0e",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Weightlifter and 230kg barbell\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous lift sequence. The lifter is in the process of standing up from the split jerk position at 17.75s and achieves full stability at 18.00s. There is no reset or new attempt between these timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=17.75s, the lifter is in a split stance with the barbell overhead. While the arms are extended, the lifter is still in the recovery phase of the jerk and has not yet straightened the legs to complete the lift.\",\n  \"candidate_b_pixel_evidence\": \"At t=18.00s, the lifter has straightened both legs and is standing upright with the barbell locked out overhead, marking the definitive completion of the clean and jerk.\",\n  \"decision_reason\": \"Candidate A captures the recovery phase of the lift, not the final completion. Candidate B captures the moment the lifter stabilizes the weight overhead with legs straight, which is the correct definition of completion. Both candidates refer to the same single lift cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "exact_completion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Weightlifter and 230kg barbell",
-              "reset_or_continuity_evidence": "The video shows a single continuous lift sequence. The lifter is in the process of standing up from the split jerk position at 17.75s and achieves full stability at 18.00s. There is no reset or new attempt between these timestamps.",
-              "candidate_a_pixel_evidence": "At t=17.75s, the lifter is in a split stance with the barbell overhead. While the arms are extended, the lifter is still in the recovery phase of the jerk and has not yet straightened the legs to complete the lift.",
-              "candidate_b_pixel_evidence": "At t=18.00s, the lifter has straightened both legs and is standing upright with the barbell locked out overhead, marking the definitive completion of the clean and jerk.",
-              "decision_reason": "Candidate A captures the recovery phase of the lift, not the final completion. Candidate B captures the moment the lifter stabilizes the weight overhead with legs straight, which is the correct definition of completion. Both candidates refer to the same single lift cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Weightlifter and 230kg barbell",
-          "reset_or_continuity_evidence": "The video shows a single continuous lift sequence. The lifter is in the process of standing up from the split jerk position at 17.75s and achieves full stability at 18.00s. There is no reset or new attempt between these timestamps.",
-          "candidate_a_pixel_evidence": "At t=17.75s, the lifter is in a split stance with the barbell overhead. While the arms are extended, the lifter is still in the recovery phase of the jerk and has not yet straightened the legs to complete the lift.",
-          "candidate_b_pixel_evidence": "At t=18.00s, the lifter has straightened both legs and is standing upright with the barbell locked out overhead, marking the definitive completion of the clean and jerk.",
-          "decision_reason": "Candidate A captures the recovery phase of the lift, not the final completion. Candidate B captures the moment the lifter stabilizes the weight overhead with legs straight, which is the correct definition of completion. Both candidates refer to the same single lift cycle."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "28a76ebb8e9899569a02159a04cd8927d2606e119cb152478f63a77c8d84625e",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Weightlifter and 230kg barbell\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous lift sequence. The barbell is dropped at t=19.50s, and no new setup or reset occurs within the provided frames.\",\n  \"candidate_a_pixel_evidence\": \"At t=18.00s, the lifter is standing upright with the barbell overhead, but this is a continuation of the lockout achieved at t=17.75s. It represents the 'holding' phase of the lift, not a new completion.\",\n  \"candidate_b_pixel_evidence\": \"At t=17.75s, the lifter has just recovered from the split stance (seen at t=17.50s) to a standing position with the barbell locked out overhead. This marks the decisive completion of the jerk phase.\",\n  \"decision_reason\": \"Candidate B correctly identifies the moment the lifter stabilizes the weight overhead after the jerk. Candidate A identifies a subsequent frame where the lifter is simply holding the weight in the same position. Since there is no reset or new lift between these timestamps, they belong to the same cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "exact_completion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Weightlifter and 230kg barbell",
-              "reset_or_continuity_evidence": "The video shows a single continuous lift sequence. The barbell is dropped at t=19.50s, and no new setup or reset occurs within the provided frames.",
-              "candidate_a_pixel_evidence": "At t=18.00s, the lifter is standing upright with the barbell overhead, but this is a continuation of the lockout achieved at t=17.75s. It represents the 'holding' phase of the lift, not a new completion.",
-              "candidate_b_pixel_evidence": "At t=17.75s, the lifter has just recovered from the split stance (seen at t=17.50s) to a standing position with the barbell locked out overhead. This marks the decisive completion of the jerk phase.",
-              "decision_reason": "Candidate B correctly identifies the moment the lifter stabilizes the weight overhead after the jerk. Candidate A identifies a subsequent frame where the lifter is simply holding the weight in the same position. Since there is no reset or new lift between these timestamps, they belong to the same cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Weightlifter and 230kg barbell",
-          "reset_or_continuity_evidence": "The video shows a single continuous lift sequence. The barbell is dropped at t=19.50s, and no new setup or reset occurs within the provided frames.",
-          "candidate_a_pixel_evidence": "At t=18.00s, the lifter is standing upright with the barbell overhead, but this is a continuation of the lockout achieved at t=17.75s. It represents the 'holding' phase of the lift, not a new completion.",
-          "candidate_b_pixel_evidence": "At t=17.75s, the lifter has just recovered from the split stance (seen at t=17.50s) to a standing position with the barbell locked out overhead. This marks the decisive completion of the jerk phase.",
-          "decision_reason": "Candidate B correctly identifies the moment the lifter stabilizes the weight overhead after the jerk. Candidate A identifies a subsequent frame where the lifter is simply holding the weight in the same position. Since there is no reset or new lift between these timestamps, they belong to the same cycle."
-        }
-      }
-    },
-    {
-      "edge_key": "javelin_release_boundary",
-      "id": "1599_21",
-      "activity": "javelin throw",
-      "group": "relation_control",
-      "left_t": 41.0,
-      "right_t": 42.5,
-      "left_completion": {
-        "t": 41.0,
-        "subject": "javelin thrower",
-        "target_match": "The athlete completes the javelin throw by releasing the javelin from their hand.",
-        "before_state": "active",
-        "completion_cue": "The javelin is released from the athlete's hand and is seen flying through the air.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "right_completion": {
-        "t": 42.5,
-        "subject": "Male athlete in blue singlet",
-        "target_match": "The athlete completes the throwing motion and releases the javelin.",
-        "before_state": "active",
-        "completion_cue": "The javelin leaves the athlete's hand and he begins his follow-through.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "frame_count": 23,
-      "replay_start": 39.0,
-      "replay_end": 44.5,
-      "paired": {
-        "valid": true,
-        "consistent": true,
-        "decisive": true,
-        "normalized_ab": {
-          "left_status": "exact_completion",
-          "right_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "normalized_ba": {
-          "left_status": "exact_completion",
-          "right_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "decision": {
-          "left_status": "exact_completion",
-          "right_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        }
-      },
-      "expected_relation": "same_cycle",
-      "expected_left_status": null,
-      "expected_right_status": null,
-      "expected_match": true,
-      "ab": {
-        "prompt_sha256": "633cf73a01d6007cc4a46728b771f5aa877131efcd8c5af5d7cd46ce774c0537",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"exact_completion\",\n  \"candidate_b_status\": \"same_cycle_noncompletion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Male athlete in blue singlet\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous sequence of one athlete performing a javelin throw. There is no reset or new attempt between the two timestamps; the athlete remains in the same location performing the follow-through of the same throw.\",\n  \"candidate_a_pixel_evidence\": \"At t=41.00s, the athlete is in the peak of the throwing motion, releasing the javelin. The javelin is visible leaving the hand, marking the decisive completion of the throw.\",\n  \"candidate_b_pixel_evidence\": \"At t=42.50s, the athlete is in the follow-through phase, standing on the track with the javelin already released. This is a continuation of the action completed at t=41.00s, not a new completion.\",\n  \"decision_reason\": \"Candidate A correctly identifies the moment of release (completion) of the javelin throw. Candidate B identifies a later point in the same action (follow-through) as a completion, which is incorrect as the throw was already completed. Both candidates refer to the same single event cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "exact_completion",
-              "candidate_b_status": "same_cycle_noncompletion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Male athlete in blue singlet",
-              "reset_or_continuity_evidence": "The video shows a single continuous sequence of one athlete performing a javelin throw. There is no reset or new attempt between the two timestamps; the athlete remains in the same location performing the follow-through of the same throw.",
-              "candidate_a_pixel_evidence": "At t=41.00s, the athlete is in the peak of the throwing motion, releasing the javelin. The javelin is visible leaving the hand, marking the decisive completion of the throw.",
-              "candidate_b_pixel_evidence": "At t=42.50s, the athlete is in the follow-through phase, standing on the track with the javelin already released. This is a continuation of the action completed at t=41.00s, not a new completion.",
-              "decision_reason": "Candidate A correctly identifies the moment of release (completion) of the javelin throw. Candidate B identifies a later point in the same action (follow-through) as a completion, which is incorrect as the throw was already completed. Both candidates refer to the same single event cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "exact_completion",
-          "candidate_b_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Male athlete in blue singlet",
-          "reset_or_continuity_evidence": "The video shows a single continuous sequence of one athlete performing a javelin throw. There is no reset or new attempt between the two timestamps; the athlete remains in the same location performing the follow-through of the same throw.",
-          "candidate_a_pixel_evidence": "At t=41.00s, the athlete is in the peak of the throwing motion, releasing the javelin. The javelin is visible leaving the hand, marking the decisive completion of the throw.",
-          "candidate_b_pixel_evidence": "At t=42.50s, the athlete is in the follow-through phase, standing on the track with the javelin already released. This is a continuation of the action completed at t=41.00s, not a new completion.",
-          "decision_reason": "Candidate A correctly identifies the moment of release (completion) of the javelin throw. Candidate B identifies a later point in the same action (follow-through) as a completion, which is incorrect as the throw was already completed. Both candidates refer to the same single event cycle."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "cd8fa82e1818acf845687960c0aeb3a7b49820280d5e5ddc784fa6a100e15db7",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Male athlete in blue singlet\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous sequence of one athlete performing a javelin throw. There is no reset or new attempt between the two timestamps; the athlete is in the follow-through phase at t=42.50s after the release at t=41.00s.\",\n  \"candidate_a_pixel_evidence\": \"At t=42.50s, the athlete is shown in a static follow-through pose, balancing on one leg with the throwing arm lowered. The javelin has already been released, so this frame depicts the aftermath of the action, not the completion of the throw itself.\",\n  \"candidate_b_pixel_evidence\": \"At t=41.00s, the athlete is at the peak of the throwing motion, with the javelin clearly visible leaving the hand and flying through the air. This marks the decisive completion of the throw.\"\n}",
-            "parsed": null
-          },
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Male athlete in blue singlet\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous sequence of one athlete performing a javelin throw. There is no reset or new attempt between the timestamps provided.\",\n  \"candidate_a_pixel_evidence\": \"At t=42.50s, the athlete is in the follow-through phase, leaning forward with his arm extended downwards. The javelin has already been released (visible in flight at t=41.50s). This is a continuation of the action, not the completion point.\",\n  \"candidate_b_pixel_evidence\": \"At t=41.00s, the athlete is at the peak of the throwing motion, body fully extended, arm high, and the javelin is just leaving the hand. This marks the decisive completion of the throw.\",\n  \"decision_reason\": \"Candidate B correctly identifies the moment of release (completion) at t=41.00s. Candidate A identifies a later point in the follow-through (t=42.50s) as the completion, which is incorrect as the release has already occurred. Both candidates refer to the same single event cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "exact_completion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Male athlete in blue singlet",
-              "reset_or_continuity_evidence": "The video shows a single continuous sequence of one athlete performing a javelin throw. There is no reset or new attempt between the timestamps provided.",
-              "candidate_a_pixel_evidence": "At t=42.50s, the athlete is in the follow-through phase, leaning forward with his arm extended downwards. The javelin has already been released (visible in flight at t=41.50s). This is a continuation of the action, not the completion point.",
-              "candidate_b_pixel_evidence": "At t=41.00s, the athlete is at the peak of the throwing motion, body fully extended, arm high, and the javelin is just leaving the hand. This marks the decisive completion of the throw.",
-              "decision_reason": "Candidate B correctly identifies the moment of release (completion) at t=41.00s. Candidate A identifies a later point in the follow-through (t=42.50s) as the completion, which is incorrect as the release has already occurred. Both candidates refer to the same single event cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Male athlete in blue singlet",
-          "reset_or_continuity_evidence": "The video shows a single continuous sequence of one athlete performing a javelin throw. There is no reset or new attempt between the timestamps provided.",
-          "candidate_a_pixel_evidence": "At t=42.50s, the athlete is in the follow-through phase, leaning forward with his arm extended downwards. The javelin has already been released (visible in flight at t=41.50s). This is a continuation of the action, not the completion point.",
-          "candidate_b_pixel_evidence": "At t=41.00s, the athlete is at the peak of the throwing motion, body fully extended, arm high, and the javelin is just leaving the hand. This marks the decisive completion of the throw.",
-          "decision_reason": "Candidate B correctly identifies the moment of release (completion) at t=41.00s. Candidate A identifies a later point in the follow-through (t=42.50s) as the completion, which is incorrect as the release has already occurred. Both candidates refer to the same single event cycle."
-        }
-      }
-    },
-    {
-      "edge_key": "javelin_actor_change",
-      "id": "1599_21",
-      "activity": "javelin throw",
-      "group": "relation_control",
-      "left_t": 221.0,
-      "right_t": 224.0,
-      "left_completion": {
-        "t": 221.0,
-        "subject": "Male athlete in maroon tracksuit",
-        "target_match": "The athlete completes the throwing motion, releasing the javelin and entering the follow-through phase within the responsibility interval.",
-        "before_state": "active",
-        "completion_cue": "The athlete's arm is fully extended forward and the javelin is released from his hand.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "right_completion": {
-        "t": 224.0,
-        "subject": "Female athlete in blue uniform",
-        "target_match": "The athlete completes the javelin throw action by releasing the javelin into the air.",
-        "before_state": "active",
-        "completion_cue": "The javelin is released from the athlete's hand and is seen flying through the air.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "frame_count": 29,
-      "replay_start": 219.0,
-      "replay_end": 226.0,
-      "paired": {
-        "valid": true,
-        "consistent": true,
-        "decisive": true,
-        "normalized_ab": {
-          "left_status": "exact_completion",
-          "right_status": "exact_completion",
-          "relation": "distinct_cycles",
-          "confidence": "high"
-        },
-        "normalized_ba": {
-          "left_status": "exact_completion",
-          "right_status": "exact_completion",
-          "relation": "distinct_cycles",
-          "confidence": "high"
-        },
-        "decision": {
-          "left_status": "exact_completion",
-          "right_status": "exact_completion",
-          "relation": "distinct_cycles",
-          "confidence": "high"
-        }
-      },
-      "expected_relation": "distinct_cycles",
-      "expected_left_status": null,
-      "expected_right_status": null,
-      "expected_match": true,
-      "ab": {
-        "prompt_sha256": "9522a1f65a0855e51c4f53348fa8d526be13f68f6deb70a94a3becf725eb8d8f",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"exact_completion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"distinct_cycles\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Candidate A involves a male athlete in a maroon tracksuit; Candidate B involves a female athlete in a blue uniform.\",\n  \"reset_or_continuity_evidence\": \"The video shows a clear cut between the two athletes. The male athlete's throw concludes around t=221.00s, followed by a cut to a new scene at t=222.00s featuring a different female athlete beginning her run-up. This indicates two separate attempts by different subjects.\",\n  \"candidate_a_pixel_evidence\": \"At t=220.50s, the male athlete is in the throwing stance. By t=221.00s, his arm is fully extended forward, and the javelin has left his hand, marking the completion of the throw.\",\n  \"candidate_b_pixel_evidence\": \"At t=223.50s, the female athlete is in the final phase of her throw. At t=224.00s, the javelin is clearly visible flying through the air, having just been released from her hand.\",\n  \"decision_reason\": \"Both candidates represent exact completions of the javelin throw action. They are classified as distinct cycles because they involve different subjects (a male and a female athlete) and are separated by a scene cut, indicating independent attempts.\"\n}",
-            "parsed": {
-              "candidate_a_status": "exact_completion",
-              "candidate_b_status": "exact_completion",
-              "relation": "distinct_cycles",
-              "confidence": "high",
-              "subject_object_identity": "Candidate A involves a male athlete in a maroon tracksuit; Candidate B involves a female athlete in a blue uniform.",
-              "reset_or_continuity_evidence": "The video shows a clear cut between the two athletes. The male athlete's throw concludes around t=221.00s, followed by a cut to a new scene at t=222.00s featuring a different female athlete beginning her run-up. This indicates two separate attempts by different subjects.",
-              "candidate_a_pixel_evidence": "At t=220.50s, the male athlete is in the throwing stance. By t=221.00s, his arm is fully extended forward, and the javelin has left his hand, marking the completion of the throw.",
-              "candidate_b_pixel_evidence": "At t=223.50s, the female athlete is in the final phase of her throw. At t=224.00s, the javelin is clearly visible flying through the air, having just been released from her hand.",
-              "decision_reason": "Both candidates represent exact completions of the javelin throw action. They are classified as distinct cycles because they involve different subjects (a male and a female athlete) and are separated by a scene cut, indicating independent attempts."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "exact_completion",
-          "candidate_b_status": "exact_completion",
-          "relation": "distinct_cycles",
-          "confidence": "high",
-          "subject_object_identity": "Candidate A involves a male athlete in a maroon tracksuit; Candidate B involves a female athlete in a blue uniform.",
-          "reset_or_continuity_evidence": "The video shows a clear cut between the two athletes. The male athlete's throw concludes around t=221.00s, followed by a cut to a new scene at t=222.00s featuring a different female athlete beginning her run-up. This indicates two separate attempts by different subjects.",
-          "candidate_a_pixel_evidence": "At t=220.50s, the male athlete is in the throwing stance. By t=221.00s, his arm is fully extended forward, and the javelin has left his hand, marking the completion of the throw.",
-          "candidate_b_pixel_evidence": "At t=223.50s, the female athlete is in the final phase of her throw. At t=224.00s, the javelin is clearly visible flying through the air, having just been released from her hand.",
-          "decision_reason": "Both candidates represent exact completions of the javelin throw action. They are classified as distinct cycles because they involve different subjects (a male and a female athlete) and are separated by a scene cut, indicating independent attempts."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "0f6003c1c014f90de1e106a8939d4f2ff97f306adc78283fe70b85c16569e9b9",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"exact_completion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"distinct_cycles\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Candidate A involves a female athlete in a blue uniform; Candidate B involves a male athlete in a maroon tracksuit. They are distinct subjects.\",\n  \"reset_or_continuity_evidence\": \"The video shows a clear cut between the two subjects. The male athlete's throw concludes around t=221.00s. A new subject (female athlete) appears at t=222.50s to perform a separate throw. The change in subject and the sequential nature of the attempts indicate distinct cycles.\",\n  \"candidate_a_pixel_evidence\": \"At t=223.50s, the female athlete is in the release phase. At t=224.00s, the javelin is clearly visible flying through the air, detached from the athlete's hand, marking the completion of the throw.\",\n  \"candidate_b_pixel_evidence\": \"At t=220.50s, the male athlete is in the release phase. By t=221.00s, his arm is fully extended forward in the follow-through, and the javelin has left his hand, marking the completion of his throw.\",\n  \"decision_reason\": \"Both candidates represent exact completions of the javelin throw action. Candidate B (male) completes his throw first. Candidate A (female) appears in a subsequent shot and completes her own throw. Since they are different subjects performing the action sequentially without a reset of the same subject, they are classified as distinct cycles.\"\n}",
-            "parsed": {
-              "candidate_a_status": "exact_completion",
-              "candidate_b_status": "exact_completion",
-              "relation": "distinct_cycles",
-              "confidence": "high",
-              "subject_object_identity": "Candidate A involves a female athlete in a blue uniform; Candidate B involves a male athlete in a maroon tracksuit. They are distinct subjects.",
-              "reset_or_continuity_evidence": "The video shows a clear cut between the two subjects. The male athlete's throw concludes around t=221.00s. A new subject (female athlete) appears at t=222.50s to perform a separate throw. The change in subject and the sequential nature of the attempts indicate distinct cycles.",
-              "candidate_a_pixel_evidence": "At t=223.50s, the female athlete is in the release phase. At t=224.00s, the javelin is clearly visible flying through the air, detached from the athlete's hand, marking the completion of the throw.",
-              "candidate_b_pixel_evidence": "At t=220.50s, the male athlete is in the release phase. By t=221.00s, his arm is fully extended forward in the follow-through, and the javelin has left his hand, marking the completion of his throw.",
-              "decision_reason": "Both candidates represent exact completions of the javelin throw action. Candidate B (male) completes his throw first. Candidate A (female) appears in a subsequent shot and completes her own throw. Since they are different subjects performing the action sequentially without a reset of the same subject, they are classified as distinct cycles."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "exact_completion",
-          "candidate_b_status": "exact_completion",
-          "relation": "distinct_cycles",
-          "confidence": "high",
-          "subject_object_identity": "Candidate A involves a female athlete in a blue uniform; Candidate B involves a male athlete in a maroon tracksuit. They are distinct subjects.",
-          "reset_or_continuity_evidence": "The video shows a clear cut between the two subjects. The male athlete's throw concludes around t=221.00s. A new subject (female athlete) appears at t=222.50s to perform a separate throw. The change in subject and the sequential nature of the attempts indicate distinct cycles.",
-          "candidate_a_pixel_evidence": "At t=223.50s, the female athlete is in the release phase. At t=224.00s, the javelin is clearly visible flying through the air, detached from the athlete's hand, marking the completion of the throw.",
-          "candidate_b_pixel_evidence": "At t=220.50s, the male athlete is in the release phase. By t=221.00s, his arm is fully extended forward in the follow-through, and the javelin has left his hand, marking the completion of his throw.",
-          "decision_reason": "Both candidates represent exact completions of the javelin throw action. Candidate B (male) completes his throw first. Candidate A (female) appears in a subsequent shot and completes her own throw. Since they are different subjects performing the action sequentially without a reset of the same subject, they are classified as distinct cycles."
-        }
-      }
-    },
-    {
-      "edge_key": "shotput_release_then_landing",
-      "id": "1618_17",
-      "activity": "shotput",
-      "group": "false_completion_control",
-      "left_t": 16.5,
-      "right_t": 21.0,
-      "left_completion": {
-        "t": 16.5,
-        "subject": "athlete",
-        "target_match": "The athlete releases the shot put, completing the throw action.",
-        "before_state": "active",
-        "completion_cue": "The shot put leaves the athlete's hand and travels through the air.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "right_completion": {
-        "t": 21.0,
-        "subject": "Shot put",
-        "target_match": "The shot put is seen in flight and then lands on the ground, marking the completion of the throw.",
-        "before_state": "active",
-        "completion_cue": "The shot put lands on the ground.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "frame_count": 35,
-      "replay_start": 14.5,
-      "replay_end": 23.0,
-      "paired": {
-        "valid": true,
-        "consistent": false,
-        "decisive": false,
-        "normalized_ab": {
-          "left_status": "exact_completion",
-          "right_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "normalized_ba": {
-          "left_status": "same_cycle_noncompletion",
-          "right_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "decision": null
-      },
-      "expected_relation": "same_cycle",
-      "expected_left_status": "exact_completion",
-      "expected_right_status": "same_cycle_noncompletion",
-      "expected_match": false,
-      "ab": {
-        "prompt_sha256": "a4563fb23cea8fac77a403a61204fbfe1dfff65d06ea377254cace8335088584",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"exact_completion\",\n  \"candidate_b_status\": \"same_cycle_noncompletion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Athlete and Shot put\",\n  \"reset_or_continuity_evidence\": \"The video shows a continuous sequence of a single throw. The athlete releases the object at t=16.50s, and the camera tracks the same object until it lands at t=21.00s. There is no reset or new attempt between these two events.\",\n  \"candidate_a_pixel_evidence\": \"At t=16.50s, the athlete is in the follow-through phase of the throw, and the shot put is visible leaving the hand and entering the air.\",\n  \"candidate_b_pixel_evidence\": \"At t=21.00s, the shot put is seen hitting the ground, which is the result of the throw initiated at t=16.50s.\",\n  \"decision_reason\": \"Candidate A marks the release of the shot put, which is the decisive completion of the throwing action. Candidate B marks the landing of the shot put, which is the conclusion of the flight phase of the same throw. Since both events belong to the same continuous attempt without a reset, they are part of the same cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "exact_completion",
-              "candidate_b_status": "same_cycle_noncompletion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Athlete and Shot put",
-              "reset_or_continuity_evidence": "The video shows a continuous sequence of a single throw. The athlete releases the object at t=16.50s, and the camera tracks the same object until it lands at t=21.00s. There is no reset or new attempt between these two events.",
-              "candidate_a_pixel_evidence": "At t=16.50s, the athlete is in the follow-through phase of the throw, and the shot put is visible leaving the hand and entering the air.",
-              "candidate_b_pixel_evidence": "At t=21.00s, the shot put is seen hitting the ground, which is the result of the throw initiated at t=16.50s.",
-              "decision_reason": "Candidate A marks the release of the shot put, which is the decisive completion of the throwing action. Candidate B marks the landing of the shot put, which is the conclusion of the flight phase of the same throw. Since both events belong to the same continuous attempt without a reset, they are part of the same cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "exact_completion",
-          "candidate_b_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Athlete and Shot put",
-          "reset_or_continuity_evidence": "The video shows a continuous sequence of a single throw. The athlete releases the object at t=16.50s, and the camera tracks the same object until it lands at t=21.00s. There is no reset or new attempt between these two events.",
-          "candidate_a_pixel_evidence": "At t=16.50s, the athlete is in the follow-through phase of the throw, and the shot put is visible leaving the hand and entering the air.",
-          "candidate_b_pixel_evidence": "At t=21.00s, the shot put is seen hitting the ground, which is the result of the throw initiated at t=16.50s.",
-          "decision_reason": "Candidate A marks the release of the shot put, which is the decisive completion of the throwing action. Candidate B marks the landing of the shot put, which is the conclusion of the flight phase of the same throw. Since both events belong to the same continuous attempt without a reset, they are part of the same cycle."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "fcc0537163acd96a472bdfc5516ceccbf9fa71a3d1d05939b534bf4ce0b13c7a",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"exact_completion\",\n  \"candidate_b_status\": \"same_cycle_noncompletion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"The athlete (Terry Albritton) and the shot put.\",\n  \"reset_or_continuity_evidence\": \"The video shows a continuous sequence of a single throw. The release at t=16.50s leads directly into the flight of the object, which concludes with the landing at t=21.00s. There is no reset or new attempt between these two events.\",\n  \"candidate_a_pixel_evidence\": \"At t=21.00s, the camera tracks the object descending and impacting the ground, marking the end of the throw's trajectory.\",\n  \"candidate_b_pixel_evidence\": \"At t=16.50s, the athlete is in the follow-through phase of the throw, having just released the object. This is the initiation of the flight phase, not the completion of the entire event.\",\n  \"decision_reason\": \"Candidate B identifies the release of the shot put, which is the start of the flight phase. Candidate A identifies the landing of the shot put, which is the definitive completion of the throw. Since both events belong to the same continuous action sequence (one throw), they are part of the same cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "exact_completion",
-              "candidate_b_status": "same_cycle_noncompletion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "The athlete (Terry Albritton) and the shot put.",
-              "reset_or_continuity_evidence": "The video shows a continuous sequence of a single throw. The release at t=16.50s leads directly into the flight of the object, which concludes with the landing at t=21.00s. There is no reset or new attempt between these two events.",
-              "candidate_a_pixel_evidence": "At t=21.00s, the camera tracks the object descending and impacting the ground, marking the end of the throw's trajectory.",
-              "candidate_b_pixel_evidence": "At t=16.50s, the athlete is in the follow-through phase of the throw, having just released the object. This is the initiation of the flight phase, not the completion of the entire event.",
-              "decision_reason": "Candidate B identifies the release of the shot put, which is the start of the flight phase. Candidate A identifies the landing of the shot put, which is the definitive completion of the throw. Since both events belong to the same continuous action sequence (one throw), they are part of the same cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "exact_completion",
-          "candidate_b_status": "same_cycle_noncompletion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "The athlete (Terry Albritton) and the shot put.",
-          "reset_or_continuity_evidence": "The video shows a continuous sequence of a single throw. The release at t=16.50s leads directly into the flight of the object, which concludes with the landing at t=21.00s. There is no reset or new attempt between these two events.",
-          "candidate_a_pixel_evidence": "At t=21.00s, the camera tracks the object descending and impacting the ground, marking the end of the throw's trajectory.",
-          "candidate_b_pixel_evidence": "At t=16.50s, the athlete is in the follow-through phase of the throw, having just released the object. This is the initiation of the flight phase, not the completion of the entire event.",
-          "decision_reason": "Candidate B identifies the release of the shot put, which is the start of the flight phase. Candidate A identifies the landing of the shot put, which is the definitive completion of the throw. Since both events belong to the same continuous action sequence (one throw), they are part of the same cycle."
-        }
-      }
-    },
-    {
-      "edge_key": "shotput_release_then_stabilization",
-      "id": "1618_17",
-      "activity": "shotput",
-      "group": "false_completion_control",
-      "left_t": 47.0,
-      "right_t": 50.0,
-      "left_completion": {
-        "t": 47.0,
-        "subject": "Athlete in blue uniform",
-        "target_match": "The athlete completes the rotational spin and releases the shot put, marking the end of the active throwing motion.",
-        "before_state": "active",
-        "completion_cue": "The athlete's body fully extends and the arm releases the object, transitioning into a follow-through stance.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "right_completion": {
-        "t": 50.0,
-        "subject": "Alessandro Andrei",
-        "target_match": "The athlete completes the shot put throw, transitioning from the active throwing motion to a follow-through stance.",
-        "before_state": "active",
-        "completion_cue": "The athlete's body stabilizes after the release of the shot put, indicating the completion of the throw.",
-        "after_state": "completed",
-        "reset_evidence": "not yet visible"
-      },
-      "frame_count": 29,
-      "replay_start": 45.0,
-      "replay_end": 52.0,
-      "paired": {
-        "valid": false,
-        "consistent": false,
-        "decisive": false,
-        "normalized_ab": {
-          "left_status": "same_cycle_noncompletion",
-          "right_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high"
-        },
-        "normalized_ba": null,
-        "decision": null
-      },
-      "expected_relation": "same_cycle",
-      "expected_left_status": "exact_completion",
-      "expected_right_status": "same_cycle_noncompletion",
-      "expected_match": false,
-      "ab": {
-        "prompt_sha256": "a8b59509d218d39ced148408ebe174ee001198ec7380e514f70f7cee285ba0a5",
-        "task_label_tokens_in_prompt": 0,
-        "attempts": [
-          {
-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"same_cycle_noncompletion\",\n  \"candidate_b_status\": \"exact_completion\",\n  \"relation\": \"same_cycle\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Alessandro Andrei (Athlete in blue uniform)\",\n  \"reset_or_continuity_evidence\": \"The video frames from t=45.00s to t=50.00s depict a single, continuous shot put throw. The athlete is in the middle of the rotational spin at t=47.00s and transitions into the final follow-through stance by t=50.00s. There is no reset or new attempt between these timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=47.00s, the athlete is in the middle of the rotational spin with his back to the camera and legs in a wide stance. He has not yet released the shot put or reached the final follow-through position.\",\n  \"candidate_b_pixel_evidence\": \"At t=50.00s, the athlete has completed the throw and is in a stable follow-through stance, with his body facing the direction of the throw and his weight shifted forward. This marks the end of the active throwing motion.\",\n  \"decision_reason\": \"Candidate A is incorrect because the athlete is still in the middle of the throwing motion at t=47.00s. Candidate B correctly identifies the completion of the throw at t=50.00s. Both candidates refer to the same continuous action cycle.\"\n}",
-            "parsed": {
-              "candidate_a_status": "same_cycle_noncompletion",
-              "candidate_b_status": "exact_completion",
-              "relation": "same_cycle",
-              "confidence": "high",
-              "subject_object_identity": "Alessandro Andrei (Athlete in blue uniform)",
-              "reset_or_continuity_evidence": "The video frames from t=45.00s to t=50.00s depict a single, continuous shot put throw. The athlete is in the middle of the rotational spin at t=47.00s and transitions into the final follow-through stance by t=50.00s. There is no reset or new attempt between these timestamps.",
-              "candidate_a_pixel_evidence": "At t=47.00s, the athlete is in the middle of the rotational spin with his back to the camera and legs in a wide stance. He has not yet released the shot put or reached the final follow-through position.",
-              "candidate_b_pixel_evidence": "At t=50.00s, the athlete has completed the throw and is in a stable follow-through stance, with his body facing the direction of the throw and his weight shifted forward. This marks the end of the active throwing motion.",
-              "decision_reason": "Candidate A is incorrect because the athlete is still in the middle of the throwing motion at t=47.00s. Candidate B correctly identifies the completion of the throw at t=50.00s. Both candidates refer to the same continuous action cycle."
-            }
-          }
-        ],
-        "parsed": {
-          "candidate_a_status": "same_cycle_noncompletion",
-          "candidate_b_status": "exact_completion",
-          "relation": "same_cycle",
-          "confidence": "high",
-          "subject_object_identity": "Alessandro Andrei (Athlete in blue uniform)",
-          "reset_or_continuity_evidence": "The video frames from t=45.00s to t=50.00s depict a single, continuous shot put throw. The athlete is in the middle of the rotational spin at t=47.00s and transitions into the final follow-through stance by t=50.00s. There is no reset or new attempt between these timestamps.",
-          "candidate_a_pixel_evidence": "At t=47.00s, the athlete is in the middle of the rotational spin with his back to the camera and legs in a wide stance. He has not yet released the shot put or reached the final follow-through position.",
-          "candidate_b_pixel_evidence": "At t=50.00s, the athlete has completed the throw and is in a stable follow-through stance, with his body facing the direction of the throw and his weight shifted forward. This marks the end of the active throwing motion.",
-          "decision_reason": "Candidate A is incorrect because the athlete is still in the middle of the throwing motion at t=47.00s. Candidate B correctly identifies the completion of the throw at t=50.00s. Both candidates refer to the same continuous action cycle."
-        }
-      },
-      "ba": {
-        "prompt_sha256": "56f72fb54873b258efd0417ca4247bf04ab72a4bbf40dce20efc12252dfbead2",
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-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"different_action\",\n  \"candidate_b_status\": \"same_cycle_noncompletion\",\n  \"relation\": \"insufficient\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Alessandro Andrei (Athlete in blue uniform)\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous throwing motion from t=45.00s to t=50.00s. There is no reset or new attempt visible between the two candidate timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=50.00s, the athlete is in a static follow-through stance, holding his balance. The decisive completion (release) occurred earlier. The frame at t=50.50s cuts to a black screen with text, marking the end of the visual cycle.\",\n  \"candidate_b_pixel_evidence\": \"At t=47.00s, the athlete is in the middle of the throwing motion, with his body twisted and arm extended, but the release has not yet occurred. The action is still active and transitioning toward the release seen around t=48.00s.\"\n}",
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-            "response": "<think>\n\n</think>\n\n{\n  \"candidate_a_status\": \"different_action\",\n  \"candidate_b_status\": \"same_cycle_noncompletion\",\n  \"relation\": \"insufficient\",\n  \"confidence\": \"high\",\n  \"subject_object_identity\": \"Alessandro Andrei (Athlete in blue uniform)\",\n  \"reset_or_continuity_evidence\": \"The video shows a single continuous throwing motion from t=45.00s to t=50.00s. There is no reset or new attempt visible between the timestamps.\",\n  \"candidate_a_pixel_evidence\": \"At t=50.00s, the athlete is in a static follow-through stance, holding his balance. The decisive completion (release) occurred earlier. The frame at t=50.50s cuts to a black screen with text, marking the end of the visual action.\",\n  \"candidate_b_pixel_evidence\": \"At t=47.00s, the athlete is in the middle of the throwing motion, with his body twisted and leg extended. He has not yet released the object or reached the final follow-through stance seen at t=50.00s.\"\n}",
-            "parsed": null
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optimization/analysis/iter22_rec_interval_onset_dev5.json

@@ -1,2538 +1,3 @@
-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter22_rec_interval_onset/dev5.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter22_rec_interval_onset/dev5.manifest.json",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.0,
-  "fps": 4.0,
-  "input_mode": "static_contact_sheets_preserving_every_cached_frame",
-  "responsibility_seconds": 4.0,
-  "context_seconds": 1.0,
-  "runner_code_sha256": "1e2bbebc20bd697a66f2019f249aae9f0da6c1ba06cda0dafaf6f11213cd7f9f",
-  "summary": {
-    "coverage": 5,
-    "window_requests": 27,
-    "valid_windows": 26,
-    "invalid_windows": 1,
-    "valid_samples": 4,
-    "cycles": 11,
-    "task_label_tokens_in_prompts": 0
-  },
-  "rows": [
-    {
-      "id": "1558_0",
-      "activity": "breaking something",
-      "query_time": 17,
-      "baseline_count": 1,
-      "window_count": 5,
-      "invalid_windows": 0,
-      "valid": true,
-      "cycle_count": 3,
-      "cycles": [
-        {
-          "onset_t": 0.0,
-          "actor": "person",
-          "object": "egg",
-          "prior_state": "setup",
-          "onset_cue": "hand grasping egg and lifting it from the table",
-          "target_match": "True",
-          "completion_or_current_state": "active",
-          "continuation_out": true,
-          "window_index": 0
-        },
-        {
-          "onset_t": 4.0,
-          "actor": "person",
-          "object": "plastic cup",
-          "prior_state": "setup",
-          "onset_cue": "hand grasps the plastic cup to initiate the breaking attempt",
-          "target_match": "True",
-          "completion_or_current_state": "active",
-          "continuation_out": true,
-          "window_index": 1
-        },
-        {
-          "onset_t": 12.0,
-          "actor": "Person in apron",
-          "object": "Orange plastic egg",
-          "prior_state": "setup",
-          "onset_cue": "Hands grasp the orange egg and begin applying force to separate the halves",
-          "target_match": "True",
-          "completion_or_current_state": "completed",
-          "continuation_out": false,
-          "window_index": 3
-        }
-      ],
-      "cycle_hint": "Define one occurrence by a decisive completion/result and a reset before the next occurrence. One concrete object being progressively broken is one cycle; later milestones of the same object are continuations.",
-      "video_meta": {
-        "sample_id": "1558_0",
-        "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1558_0.mp4",
-        "source_fps": 28.44,
-        "source_frame_count": 484,
-        "source_duration": 17.018284106891702,
-        "visible_seconds": 17.018284106891702,
-        "audit_fps": 4.0,
-        "files": [
-          "frame_0000.jpg",
-          "frame_0001.jpg",
-          "frame_0002.jpg",
-          "frame_0003.jpg",
-          "frame_0004.jpg",
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-      "windows": [
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-          "responsibility_start": 0.0,
-          "responsibility_end": 4.0,
-          "context_start": 0.0,
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-          "times": [
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-          "frame_count": 21,
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-          "prompt_sha256": "2bf5513636944a45ed28ccd9e751a0e1442197b5bfbffcd8356102e556423232",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
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-              "response": "<think>\n\n</think>\n\n{\n  \"window_index\": 0,\n  \"start_state\": \"setup\",\n  \"end_state\": \"active\",\n  \"incoming_continuations\": [],\n  \"new_cycles\": [\n    {\n      \"onset_t\": 0.00,\n      \"actor\": \"person\",\n      \"object\": \"egg\",\n      \"prior_state\": \"setup\",\n      \"onset_cue\": \"hand grasping egg and lifting it from the table\",\n      \"target_match\": true,\n      \"continuation_out\": true,\n      \"completion_or_current_state\": \"active\"\n    }\n  ],\n  \"excluded\": []\n}",
-              "parsed": {
-                "window_index": 0,
-                "start_state": "setup",
-                "end_state": "active",
-                "incoming_continuations": [],
-                "new_cycles": [
-                  {
-                    "onset_t": 0.0,
-                    "actor": "person",
-                    "object": "egg",
-                    "prior_state": "setup",
-                    "onset_cue": "hand grasping egg and lifting it from the table",
-                    "target_match": "True",
-                    "completion_or_current_state": "active",
-                    "continuation_out": true
-                  }
-                ],
-                "excluded": []
-              }
-            }
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-          "parsed": {
-            "window_index": 0,
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-            "end_state": "active",
-            "incoming_continuations": [],
-            "new_cycles": [
-              {
-                "onset_t": 0.0,
-                "actor": "person",
-                "object": "egg",
-                "prior_state": "setup",
-                "onset_cue": "hand grasping egg and lifting it from the table",
-                "target_match": "True",
-                "completion_or_current_state": "active",
-                "continuation_out": true
-              }
-            ],
-            "excluded": []
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-        {
-          "index": 1,
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-          "times": [
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optimization/analysis/iter22_rec_interval_onset_dev5.scored.json

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-{
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-  "annotations": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovo_bench_new.json",
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-{
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optimization/analysis/iter23_rec_global_timeline_dev5.scored.json

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-{
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-  "annotations": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovo_bench_new.json",
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-      "false_positive_prediction_indices": [
-        1,
-        2
-      ],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 0,
-          "onset_t": 3.0
-        }
-      ],
-      "predictions": [
-        {
-          "prediction_index": 0,
-          "onset_t": 3.0,
-          "actor": "person",
-          "object": "top button",
-          "onset_cue": "hands move to top buttonhole",
-          "candidate_event_indices": [
-            0
-          ]
-        },
-        {
-          "prediction_index": 1,
-          "onset_t": 7.0,
-          "actor": "person",
-          "object": "second button",
-          "onset_cue": "hands engage second buttonhole",
-          "candidate_event_indices": []
-        },
-        {
-          "prediction_index": 2,
-          "onset_t": 11.0,
-          "actor": "person",
-          "object": "third button",
-          "onset_cue": "hands engage third buttonhole",
-          "candidate_event_indices": []
-        }
-      ]
-    },
-    {
-      "id": "1612_5",
-      "source_id": 1612,
-      "activity": "clean and jerk",
-      "valid": true,
-      "baseline_count": 3,
-      "predicted_count": 3,
-      "true_count": 3,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 5.0,
-          "end": 11.0
-        },
-        {
-          "event_index": 1,
-          "start": 13.0,
-          "end": 19.0
-        },
-        {
-          "event_index": 2,
-          "start": 21.0,
-          "end": 29.0
-        }
-      ],
-      "matched_events": 0,
-      "matched_event_indices": [],
-      "missed_events": 3,
-      "missed_event_indices": [
-        0,
-        1,
-        2
-      ],
-      "unmatched_predictions": 3,
-      "unmatched_prediction_indices": [
-        0,
-        1,
-        2
-      ],
-      "duplicate_predictions": 0,
-      "duplicate_prediction_indices": [],
-      "false_positive_predictions": 3,
-      "false_positive_prediction_indices": [
-        0,
-        1,
-        2
-      ],
-      "matching": [],
-      "predictions": [
-        {
-          "prediction_index": 0,
-          "onset_t": 6.0,
-          "actor": "Athlete",
-          "object": "Barbell (220kg)",
-          "onset_cue": "Initiation of pull from floor",
-          "candidate_event_indices": []
-        },
-        {
-          "prediction_index": 1,
-          "onset_t": 14.0,
-          "actor": "Athlete",
-          "object": "Barbell (230kg)",
-          "onset_cue": "Initiation of pull from floor",
-          "candidate_event_indices": []
-        },
-        {
-          "prediction_index": 2,
-          "onset_t": 22.0,
-          "actor": "Athlete",
-          "object": "Barbell (240kg)",
-          "onset_cue": "Initiation of pull from floor",
-          "candidate_event_indices": []
-        }
-      ]
-    }
-  ]
-}
+version https://git-lfs.github.com/spec/v1
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+size 11762

optimization/analysis/iter24_rec_global_timeline_highres_dev5.interval_scored.json

@@ -1,531 +1,3 @@
-{
-  "predictions": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter24_rec_global_timeline_highres_dev5.json",
-  "annotations": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovo_bench_new.json",
-  "analysis_only": true,
-  "deployable": false,
-  "matching": "chronology-preserving one-to-one predicted-cycle interval vs ground-truth event interval",
-  "boundary_tolerance": 0.75,
-  "code_sha256": "869cf3f07fd3385acc315bdc471b5dc40bfe117e345a15573999fd58e38fae23",
-  "summary": {
-    "coverage": 5,
-    "valid_samples": 5,
-    "true_events": 16,
-    "predicted_cycles": 14,
-    "matched_events": 12,
-    "event_recall": 0.75,
-    "event_precision": 0.8571428571428571,
-    "missed_events": 4,
-    "unmatched_predictions": 2,
-    "sample_count_exact": 4
-  },
-  "rows": [
-    {
-      "id": "1558_0",
-      "source_id": 1558,
-      "activity": "breaking something",
-      "valid": true,
-      "baseline_count": 1,
-      "predicted_count": 1,
-      "true_count": 1,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 6.0,
-          "end": 17.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 6.0,
-          "end": 14.5,
-          "object": "egg",
-          "actor": "person"
-        }
-      ],
-      "matched_events": 1,
-      "matched_event_indices": [
-        0
-      ],
-      "missed_events": 0,
-      "missed_event_indices": [],
-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 0,
-          "predicted_interval": [
-            6.0,
-            14.5
-          ],
-          "true_interval": [
-            6.0,
-            17.0
-          ],
-          "overlap": 8.5,
-          "gap": 0.0,
-          "start_error": 0.0,
-          "intersects": 1.0
-        }
-      ]
-    },
-    {
-      "id": "1574_2",
-      "source_id": 1574,
-      "activity": "covering something with something",
-      "valid": true,
-      "baseline_count": 1,
-      "predicted_count": 2,
-      "true_count": 4,
-      "count_correct": false,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 1.0,
-          "end": 4.0
-        },
-        {
-          "event_index": 1,
-          "start": 4.0,
-          "end": 9.0
-        },
-        {
-          "event_index": 2,
-          "start": 9.0,
-          "end": 15.0
-        },
-        {
-          "event_index": 3,
-          "start": 16.0,
-          "end": 21.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 9.75,
-          "end": 10.5,
-          "object": "red lid",
-          "actor": "person"
-        },
-        {
-          "prediction_index": 1,
-          "start": 17.5,
-          "end": 18.5,
-          "object": "red lid",
-          "actor": "person"
-        }
-      ],
-      "matched_events": 2,
-      "matched_event_indices": [
-        2,
-        3
-      ],
-      "missed_events": 2,
-      "missed_event_indices": [
-        0,
-        1
-      ],
-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 2,
-          "predicted_interval": [
-            9.75,
-            10.5
-          ],
-          "true_interval": [
-            9.0,
-            15.0
-          ],
-          "overlap": 0.75,
-          "gap": 0.0,
-          "start_error": 0.75,
-          "intersects": 1.0
-        },
-        {
-          "prediction_index": 1,
-          "event_index": 3,
-          "predicted_interval": [
-            17.5,
-            18.5
-          ],
-          "true_interval": [
-            16.0,
-            21.0
-          ],
-          "overlap": 1.0,
-          "gap": 0.0,
-          "start_error": 1.5,
-          "intersects": 1.0
-        }
-      ]
-    },
-    {
-      "id": "1590_1",
-      "source_id": 1590,
-      "activity": "putting something into something",
-      "valid": true,
-      "baseline_count": 3,
-      "predicted_count": 5,
-      "true_count": 5,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 0.0,
-          "end": 0.0
-        },
-        {
-          "event_index": 1,
-          "start": 0.0,
-          "end": 2.0
-        },
-        {
-          "event_index": 2,
-          "start": 3.0,
-          "end": 4.0
-        },
-        {
-          "event_index": 3,
-          "start": 4.0,
-          "end": 6.0
-        },
-        {
-          "event_index": 4,
-          "start": 7.0,
-          "end": 7.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 0.25,
-          "end": 0.75,
-          "object": "book",
-          "actor": "person"
-        },
-        {
-          "prediction_index": 1,
-          "start": 1.5,
-          "end": 2.0,
-          "object": "book",
-          "actor": "person"
-        },
-        {
-          "prediction_index": 2,
-          "start": 2.75,
-          "end": 3.25,
-          "object": "book",
-          "actor": "person"
-        },
-        {
-          "prediction_index": 3,
-          "start": 4.0,
-          "end": 4.5,
-          "object": "book",
-          "actor": "person"
-        },
-        {
-          "prediction_index": 4,
-          "start": 5.25,
-          "end": 5.75,
-          "object": "book",
-          "actor": "person"
-        }
-      ],
-      "matched_events": 4,
-      "matched_event_indices": [
-        0,
-        1,
-        2,
-        3
-      ],
-      "missed_events": 1,
-      "missed_event_indices": [
-        4
-      ],
-      "unmatched_predictions": 1,
-      "unmatched_prediction_indices": [
-        4
-      ],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 0,
-          "predicted_interval": [
-            0.25,
-            0.75
-          ],
-          "true_interval": [
-            0.0,
-            0.0
-          ],
-          "overlap": 0.0,
-          "gap": 0.25,
-          "start_error": 0.25,
-          "intersects": 0.0
-        },
-        {
-          "prediction_index": 1,
-          "event_index": 1,
-          "predicted_interval": [
-            1.5,
-            2.0
-          ],
-          "true_interval": [
-            0.0,
-            2.0
-          ],
-          "overlap": 0.5,
-          "gap": 0.0,
-          "start_error": 1.5,
-          "intersects": 1.0
-        },
-        {
-          "prediction_index": 2,
-          "event_index": 2,
-          "predicted_interval": [
-            2.75,
-            3.25
-          ],
-          "true_interval": [
-            3.0,
-            4.0
-          ],
-          "overlap": 0.25,
-          "gap": 0.0,
-          "start_error": 0.25,
-          "intersects": 1.0
-        },
-        {
-          "prediction_index": 3,
-          "event_index": 3,
-          "predicted_interval": [
-            4.0,
-            4.5
-          ],
-          "true_interval": [
-            4.0,
-            6.0
-          ],
-          "overlap": 0.5,
-          "gap": 0.0,
-          "start_error": 0.0,
-          "intersects": 1.0
-        }
-      ]
-    },
-    {
-      "id": "1597_2",
-      "source_id": 1597,
-      "activity": "buttoning up a button",
-      "valid": true,
-      "baseline_count": 6,
-      "predicted_count": 3,
-      "true_count": 3,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 3.0,
-          "end": 9.0
-        },
-        {
-          "event_index": 1,
-          "start": 9.0,
-          "end": 12.0
-        },
-        {
-          "event_index": 2,
-          "start": 12.0,
-          "end": 15.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 1.25,
-          "end": 1.75,
-          "object": "lower shirt button",
-          "actor": "person"
-        },
-        {
-          "prediction_index": 1,
-          "start": 3.25,
-          "end": 3.75,
-          "object": "middle shirt button",
-          "actor": "person"
-        },
-        {
-          "prediction_index": 2,
-          "start": 10.0,
-          "end": 10.5,
-          "object": "top shirt button",
-          "actor": "person"
-        }
-      ],
-      "matched_events": 2,
-      "matched_event_indices": [
-        0,
-        1
-      ],
-      "missed_events": 1,
-      "missed_event_indices": [
-        2
-      ],
-      "unmatched_predictions": 1,
-      "unmatched_prediction_indices": [
-        0
-      ],
-      "matching": [
-        {
-          "prediction_index": 1,
-          "event_index": 0,
-          "predicted_interval": [
-            3.25,
-            3.75
-          ],
-          "true_interval": [
-            3.0,
-            9.0
-          ],
-          "overlap": 0.5,
-          "gap": 0.0,
-          "start_error": 0.25,
-          "intersects": 1.0
-        },
-        {
-          "prediction_index": 2,
-          "event_index": 1,
-          "predicted_interval": [
-            10.0,
-            10.5
-          ],
-          "true_interval": [
-            9.0,
-            12.0
-          ],
-          "overlap": 0.5,
-          "gap": 0.0,
-          "start_error": 1.0,
-          "intersects": 1.0
-        }
-      ]
-    },
-    {
-      "id": "1612_5",
-      "source_id": 1612,
-      "activity": "clean and jerk",
-      "valid": true,
-      "baseline_count": 3,
-      "predicted_count": 3,
-      "true_count": 3,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 5.0,
-          "end": 11.0
-        },
-        {
-          "event_index": 1,
-          "start": 13.0,
-          "end": 19.0
-        },
-        {
-          "event_index": 2,
-          "start": 21.0,
-          "end": 29.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 5.25,
-          "end": 9.75,
-          "object": "barbell (220kg)",
-          "actor": "athlete"
-        },
-        {
-          "prediction_index": 1,
-          "start": 13.0,
-          "end": 17.75,
-          "object": "barbell (230kg)",
-          "actor": "athlete"
-        },
-        {
-          "prediction_index": 2,
-          "start": 20.75,
-          "end": 26.0,
-          "object": "barbell (240kg)",
-          "actor": "athlete"
-        }
-      ],
-      "matched_events": 3,
-      "matched_event_indices": [
-        0,
-        1,
-        2
-      ],
-      "missed_events": 0,
-      "missed_event_indices": [],
-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 0,
-          "predicted_interval": [
-            5.25,
-            9.75
-          ],
-          "true_interval": [
-            5.0,
-            11.0
-          ],
-          "overlap": 4.5,
-          "gap": 0.0,
-          "start_error": 0.25,
-          "intersects": 1.0
-        },
-        {
-          "prediction_index": 1,
-          "event_index": 1,
-          "predicted_interval": [
-            13.0,
-            17.75
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-          "true_interval": [
-            13.0,
-            19.0
-          ],
-          "overlap": 4.75,
-          "gap": 0.0,
-          "start_error": 0.0,
-          "intersects": 1.0
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-        {
-          "prediction_index": 2,
-          "event_index": 2,
-          "predicted_interval": [
-            20.75,
-            26.0
-          ],
-          "true_interval": [
-            21.0,
-            29.0
-          ],
-          "overlap": 5.0,
-          "gap": 0.0,
-          "start_error": 0.25,
-          "intersects": 1.0
-        }
-      ]
-    }
-  ]
-}
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5b0ca8e7c1e20c3ca1c2d43729a9f0aadfc8015a90ba8b1e11aad74bf23d4e6
+size 11704

optimization/analysis/iter24_rec_global_timeline_highres_dev5.json

@@ -1,2052 +1,3 @@
-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter22_rec_interval_onset/dev5.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter22_rec_interval_onset/dev5.manifest.json",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.0,
-  "fps": 4.0,
-  "input_mode": "one_global_request_over_exhaustive_static_4fps_sheets",
-  "runner_code_sha256": "cabc744df9d8cb4d4b8ffe4c6e96f3390c7dbd3c844a4356c50fbb62412c1e41",
-  "summary": {
-    "coverage": 5,
-    "valid_samples": 5,
-    "frames": 405,
-    "sheets": 37,
-    "cycles": 14,
-    "task_label_tokens_in_prompts": 0
-  },
-  "rows": [
-    {
-      "id": "1558_0",
-      "activity": "breaking something",
-      "query_time": 17,
-      "baseline_count": 1,
-      "frame_count": 69,
-      "sheet_count": 6,
-      "valid": true,
-      "cycle_count": 1,
-      "cycles": [
-        {
-          "cycle_index": 0,
-          "previous_cycle_index": null,
-          "onset_t": 6.0,
-          "actor": "person",
-          "object": "egg",
-          "prior_state": "intact egg on table",
-          "onset_cue": "person lifts egg and positions it over the bowl to begin cracking",
-          "target_match": "true",
-          "completion_evidence": "egg shell is broken and contents are fully inside the bowl",
-          "reset_before_next": "end of visible video",
-          "completion_t": 14.5
-        }
-      ],
-      "timeline": [
-        {
-          "t": 0.0,
-          "phase": "idle",
-          "actor_object": "person, table setup",
-          "visible_change": "Static scene with bowl, egg, and jars on table."
-        },
-        {
-          "t": 0.5,
-          "phase": "setup",
-          "actor_object": "person, spoon",
-          "visible_change": "Person reaches for and picks up a spoon."
-        },
-        {
-          "t": 2.25,
-          "phase": "active",
-          "actor_object": "person, spoon",
-          "visible_change": "Person taps spoon against the bowl rim."
-        },
-        {
-          "t": 3.75,
-          "phase": "reset",
-          "actor_object": "person, spoon",
-          "visible_change": "Person puts spoon down and moves hand away."
-        },
-        {
-          "t": 5.0,
-          "phase": "setup",
-          "actor_object": "person, egg",
-          "visible_change": "Person reaches for the egg on the table."
-        },
-        {
-          "t": 6.0,
-          "phase": "active",
-          "actor_object": "person, egg",
-          "visible_change": "Person lifts egg and positions it over a small glass bowl."
-        },
-        {
-          "t": 13.75,
-          "phase": "active",
-          "actor_object": "person, egg",
-          "visible_change": "Person applies pressure to the egg shell with both hands."
-        },
-        {
-          "t": 14.0,
-          "phase": "completion",
-          "actor_object": "person, egg",
-          "visible_change": "Egg shell fractures and yolk begins to fall into the bowl."
-        },
-        {
-          "t": 14.5,
-          "phase": "completion",
-          "actor_object": "person, egg",
-          "visible_change": "Egg contents fully emptied into the bowl."
-        },
-        {
-          "t": 15.0,
-          "phase": "reset",
-          "actor_object": "person, egg shells",
-          "visible_change": "Person holds empty egg shells, action complete."
-        }
-      ],
-      "excluded": [
-        "{'t': 2.25, 'reason': 'tapping spoon on bowl is preparation, not breaking the target object'}"
-      ],
-      "cycle_hint": "Define one occurrence by a decisive completion/result and a reset before the next occurrence. One concrete object being progressively broken is one cycle; later milestones of the same object are continuations.",
-      "video_meta": {
-        "sample_id": "1558_0",
-        "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1558_0.mp4",
-        "source_fps": 28.44,
-        "source_frame_count": 484,
-        "source_duration": 17.018284106891702,
-        "visible_seconds": 17.018284106891702,
-        "audit_fps": 4.0,
-        "files": [
-          "frame_0000.jpg",
-          "frame_0001.jpg",
-          "frame_0002.jpg",
-          "frame_0003.jpg",
-          "frame_0004.jpg",
-          "frame_0005.jpg",
-          "frame_0006.jpg",
-          "frame_0007.jpg",
-          "frame_0008.jpg",
-          "frame_0009.jpg",
-          "frame_0010.jpg",
-          "frame_0011.jpg",
-          "frame_0012.jpg",
-          "frame_0013.jpg",
-          "frame_0014.jpg",
-          "frame_0015.jpg",
-          "frame_0016.jpg",
-          "frame_0017.jpg",
-          "frame_0018.jpg",
-          "frame_0019.jpg",
-          "frame_0020.jpg",
-          "frame_0021.jpg",
-          "frame_0022.jpg",
-          "frame_0023.jpg",
-          "frame_0024.jpg",
-          "frame_0025.jpg",
-          "frame_0026.jpg",
-          "frame_0027.jpg",
-          "frame_0028.jpg",
-          "frame_0029.jpg",
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-          "cycle_index": 3,
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-          "target_match": "True",
-          "completion_evidence": "book inserted into bag",
-          "reset_before_next": "hand returns empty to table at 4.75s",
-          "completion_t": 4.5
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-          "cycle_index": 4,
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-          "actor": "person",
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-          "completion_evidence": "book inserted into bag",
-          "reset_before_next": "end of visible video",
-          "completion_t": 5.75
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-          "visible_change": "Hand lifts the book from the table surface."
-        },
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-          "t": 0.5,
-          "phase": "active",
-          "actor_object": "hand, book",
-          "visible_change": "Hand moves the book towards the black bag."
-        },
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-          "visible_change": "Hand reaches for a second book on the table."
-        },
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-          "t": 2.25,
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-          "actor_object": "hand",
-          "visible_change": "Hand returns to the table, empty."
-        },
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-          "t": 2.5,
-          "phase": "setup",
-          "actor_object": "hand, book",
-          "visible_change": "Hand reaches for a third book on the table."
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-          "t": 2.75,
-          "phase": "active",
-          "actor_object": "hand, book",
-          "visible_change": "Hand lifts the third book."
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-          "t": 3.0,
-          "phase": "active",
-          "actor_object": "hand, book",
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-          "t": 3.25,
-          "phase": "active",
-          "actor_object": "hand, book",
-          "visible_change": "Hand inserts the third book into the bag."
-        },
-        {
-          "t": 3.5,
-          "phase": "reset",
-          "actor_object": "hand",
-          "visible_change": "Hand returns to the table, empty."
-        },
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-          "t": 3.75,
-          "phase": "setup",
-          "actor_object": "hand, book",
-          "visible_change": "Hand reaches for a fourth book on the table."
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-          "t": 4.0,
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-          "actor_object": "hand, book",
-          "visible_change": "Hand lifts the fourth book."
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-          "t": 4.25,
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-          "actor_object": "hand, book",
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-          "t": 4.75,
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-          "actor_object": "hand",
-          "visible_change": "Hand returns to the table, empty."
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-          "t": 5.0,
-          "phase": "setup",
-          "actor_object": "hand, book",
-          "visible_change": "Hand reaches for a fifth book on the table."
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-          "visible_change": "Hand lifts the fifth book."
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-          "actor_object": "hand, book",
-          "visible_change": "Hand moves the fifth book towards the bag."
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-        {
-          "response": "<think>\n\n</think>\n\n{\n  \"timeline\": [\n    {\n      \"t\": 0.00,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand is positioned over a book lying on the table.\"\n    },\n    {\n      \"t\": 0.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand lifts the book from the table surface.\"\n    },\n    {\n      \"t\": 0.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the book towards the black bag.\"\n    },\n    {\n      \"t\": 0.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the book into the black bag.\"\n    },\n    {\n      \"t\": 1.00,\n      \"phase\": \"reset\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand returns to the table, empty.\"\n    },\n    {\n      \"t\": 1.25,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand reaches for a second book on the table.\"\n    },\n    {\n      \"t\": 1.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand lifts the second book.\"\n    },\n    {\n      \"t\": 1.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the second book towards the bag.\"\n    },\n    {\n      \"t\": 2.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the second book into the bag.\"\n    },\n    {\n      \"t\": 2.25,\n      \"phase\": \"reset\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand returns to the table, empty.\"\n    },\n    {\n      \"t\": 2.50,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand reaches for a third book on the table.\"\n    },\n    {\n      \"t\": 2.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand lifts the third book.\"\n    },\n    {\n      \"t\": 3.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the third book towards the bag.\"\n    },\n    {\n      \"t\": 3.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the third book into the bag.\"\n    },\n    {\n      \"t\": 3.50,\n      \"phase\": \"reset\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand returns to the table, empty.\"\n    },\n    {\n      \"t\": 3.75,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand reaches for a fourth book on the table.\"\n    },\n    {\n      \"t\": 4.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand lifts the fourth book.\"\n    },\n    {\n      \"t\": 4.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the fourth book towards the bag.\"\n    },\n    {\n      \"t\": 4.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the fourth book into the bag.\"\n    },\n    {\n      \"t\": 4.75,\n      \"phase\": \"reset\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand returns to the table, empty.\"\n    },\n    {\n      \"t\": 5.00,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand reaches for a fifth book on the table.\"\n    },\n    {\n      \"t\": 5.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand lifts the fifth book.\"\n    },\n    {\n      \"t\": 5.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the fifth book towards the bag.\"\n    },\n    {\n      \"t\": 5.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the fifth book into the bag.\"\n    },\n    {\n      \"t\": 6.00,\n      \"phase\": \"reset\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand returns to the table, empty.\"\n    },\n    {\n      \"t\": 6.25,\n      \"phase\": \"idle\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand rests on the table.\"\n    },\n    {\n      \"t\": 6.50,\n      \"phase\": \"idle\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand remains on the table.\"\n    },\n    {\n      \"t\": 6.75,\n      \"phase\": \"idle\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand remains on the table.\"\n    },\n    {\n      \"t\": 6.98,\n      \"phase\": \"idle\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand remains on the table.\"\n    }\n  ],\n  \"cycles\": [\n    {\n      \"cycle_index\": 0,\n      \"previous_cycle_index\": null,\n      \"onset_t\": 0.25,\n      \"actor\": \"person\",\n      \"object\": \"book\",\n      \"prior_state\": \"book on table\",\n      \"onset_cue\": \"hand lifts book\",\n      \"target_match\": true,\n      \"completion_t\": 0.75,\n      \"completion_evidence\": \"book inserted into bag\",\n      \"reset_before_next\": \"hand returns empty to table at 1.00s\"\n    },\n    {\n      \"cycle_index\": 1,\n      \"previous_cycle_index\": 0,\n      \"onset_t\": 1.50,\n      \"actor\": \"person\",\n      \"object\": \"book\",\n      \"prior_state\": \"book on table\",\n      \"onset_cue\": \"hand lifts book\",\n      \"target_match\": true,\n      \"completion_t\": 2.00,\n      \"completion_evidence\": \"book inserted into bag\",\n      \"reset_before_next\": \"hand returns empty to table at 2.25s\"\n    },\n    {\n      \"cycle_index\": 2,\n      \"previous_cycle_index\": 1,\n      \"onset_t\": 2.75,\n      \"actor\": \"person\",\n      \"object\": \"book\",\n      \"prior_state\": \"book on table\",\n      \"onset_cue\": \"hand lifts book\",\n      \"target_match\": true,\n      \"completion_t\": 3.25,\n      \"completion_evidence\": \"book inserted into bag\",\n      \"reset_before_next\": \"hand returns empty to table at 3.50s\"\n    },\n    {\n      \"cycle_index\": 3,\n      \"previous_cycle_index\": 2,\n      \"onset_t\": 4.00,\n      \"actor\": \"person\",\n      \"object\": \"book\",\n      \"prior_state\": \"book on table\",\n      \"onset_cue\": \"hand lifts book\",\n      \"target_match\": true,\n      \"completion_t\": 4.50,\n      \"completion_evidence\": \"book inserted into bag\",\n      \"reset_before_next\": \"hand returns empty to table at 4.75s\"\n    },\n    {\n      \"cycle_index\": 4,\n      \"previous_cycle_index\": 3,\n      \"onset_t\": 5.25,\n      \"actor\": \"person\",\n      \"object\": \"book\",\n      \"prior_state\": \"book on table\",\n      \"onset_cue\": \"hand lifts book\",\n      \"target_match\": true,\n      \"completion_t\": 5.75,\n      \"completion_evidence\": \"book inserted into bag\",\n      \"reset_before_next\": \"end of visible video\"\n    }\n  ],\n  \"excluded\": []\n}",
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-          "visible_change": "Person stands with the fully buttoned shirt, hands resting on the placket."
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-{
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optimization/analysis/iter25_rec_global_timeline_6panel_dev5.interval_scored.json

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-{
-  "predictions": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter25_rec_global_timeline_6panel_dev5.json",
-  "annotations": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovo_bench_new.json",
-  "analysis_only": true,
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-  "matching": "chronology-preserving one-to-one predicted-cycle interval vs ground-truth event interval",
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optimization/analysis/iter25_rec_global_timeline_6panel_dev5.json

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-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter22_rec_interval_onset/dev5.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter25_rec_global_timeline_6panel/dev5.manifest.json",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.0,
-  "fps": 4.0,
-  "frames_per_sheet": 6,
-  "input_mode": "one_global_request_over_exhaustive_static_4fps_sheets",
-  "runner_code_sha256": "f95d149c8b24e7db31711cd767b2550995f4f390663ef095f720e5c57ee99bb2",
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-    "sheets": 70,
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-          "onset_cue": "person taps egg against mug rim",
-          "target_match": "breaking something",
-          "completion_evidence": "egg contents fall into bowl, shell is open",
-          "reset_before_next": "end of visible video",
-          "completion_t": 14.0
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-          "t": 0.0,
-          "phase": "idle",
-          "actor_object": "person, table setup",
-          "visible_change": "Static scene with bowl, mug, egg, and jars."
-        },
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-          "t": 0.5,
-          "phase": "setup",
-          "actor_object": "person, salt jar",
-          "visible_change": "Hand reaches for salt jar."
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-          "t": 1.5,
-          "phase": "active",
-          "actor_object": "person, salt",
-          "visible_change": "Person sprinkles salt into the bowl."
-        },
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-          "t": 3.5,
-          "phase": "reset",
-          "actor_object": "person, salt jar",
-          "visible_change": "Person puts salt jar back and hand moves away."
-        },
-        {
-          "t": 5.0,
-          "phase": "setup",
-          "actor_object": "person, egg",
-          "visible_change": "Hand reaches for the egg."
-        },
-        {
-          "t": 6.25,
-          "phase": "active",
-          "actor_object": "person, egg",
-          "visible_change": "Person lifts egg and taps it against the mug rim."
-        },
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-          "t": 11.0,
-          "phase": "active",
-          "actor_object": "person, egg",
-          "visible_change": "Person uses both hands to pry the eggshell open."
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-          "t": 14.0,
-          "phase": "completion",
-          "actor_object": "person, egg",
-          "visible_change": "Egg contents fall into the bowl; shell is fully broken."
-        },
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-          "t": 15.0,
-          "phase": "reset",
-          "actor_object": "person, eggshell",
-          "visible_change": "Person holds the empty eggshell halves."
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-      "excluded": [
-        "{'t': 1.5, 'reason': 'sprinkling salt is preparation, not breaking'}"
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-      "cycle_hint": "Define one occurrence by a decisive completion/result and a reset before the next occurrence. One concrete object being progressively broken is one cycle; later milestones of the same object are continuations.",
-      "video_meta": {
-        "sample_id": "1558_0",
-        "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1558_0.mp4",
-        "source_fps": 28.44,
-        "source_frame_count": 484,
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-          "response": "<think>\n\n</think>\n\n{\n  \"timeline\": [\n    {\n      \"t\": 0.00,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand is positioned over a book lying on the table.\"\n    },\n    {\n      \"t\": 0.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand grasps the book and begins lifting it.\"\n    },\n    {\n      \"t\": 0.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the book towards the black bag.\"\n    },\n    {\n      \"t\": 0.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the book into the bag.\"\n    },\n    {\n      \"t\": 1.00,\n      \"phase\": \"completion\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand adjusts the book inside the bag; book is fully inside.\"\n    },\n    {\n   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inserts the second book into the bag.\"\n    },\n    {\n      \"t\": 3.00,\n      \"phase\": \"completion\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand adjusts the second book inside the bag.\"\n    },\n    {\n      \"t\": 3.25,\n      \"phase\": \"reset\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand withdraws from the bag, leaving the second book inside.\"\n    },\n    {\n      \"t\": 3.50,\n      \"phase\": \"idle\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand is empty and away from the bag.\"\n    },\n    {\n      \"t\": 4.00,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand reaches for the third book on the table.\"\n    },\n    {\n      \"t\": 4.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand lifts the third book.\"\n    },\n    {\n      \"t\": 4.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the third book towards the bag.\"\n    },\n    {\n      \"t\": 4.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the third book into the bag.\"\n    },\n    {\n      \"t\": 5.00,\n      \"phase\": \"completion\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand adjusts the third book inside the bag.\"\n    },\n    {\n      \"t\": 5.25,\n      \"phase\": \"reset\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand withdraws from the bag, leaving the third book inside.\"\n    },\n    {\n      \"t\": 5.50,\n      \"phase\": \"idle\",\n      \"actor_object\": \"hand\",\n      \"visible_change\": \"Hand is empty and away from the bag.\"\n    },\n    {\n      \"t\": 6.00,\n      \"phase\": \"setup\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand reaches for the fourth book on the table.\"\n    },\n    {\n      \"t\": 6.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand lifts the fourth book.\"\n    },\n    {\n      \"t\": 6.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand moves the fourth book towards the bag.\"\n    },\n    {\n      \"t\": 6.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand inserts the fourth book into the bag.\"\n    },\n    {\n      \"t\": 6.98,\n      \"phase\": \"completion\",\n      \"actor_object\": \"hand, book\",\n      \"visible_change\": \"Hand adjusts the fourth book inside the bag.\"\n    }\n  ],\n  \"cycles\": [\n    {\n      \"cycle_index\": 0,\n      \"previous_cycle_index\": null,\n      \"onset_t\": 0.25,\n      \"actor\": \"hand\",\n      \"object\": \"first book\",\n      \"prior_state\": \"book on table\",\n      \"onset_cue\": \"hand grasps and 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-      "prompt_sha256": "4a40dc8c2fb6cd7e691329ba4fe45945ccc2a2855e9cdc8b9f599aa5c316283e",
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-        {
-          "response": "<think>\n\n</think>\n\n{\n  \"timeline\": [\n    {\n      \"t\": 0.00,\n      \"phase\": \"setup\",\n      \"actor_object\": \"athlete, knee brace\",\n      \"visible_change\": \"Athlete sitting, adjusting knee brace.\"\n    },\n    {\n      \"t\": 1.75,\n      \"phase\": \"setup\",\n      \"actor_object\": \"athlete, face\",\n      \"visible_change\": \"Close-up of athlete's face, preparing mentally.\"\n    },\n    {\n      \"t\": 3.75,\n      \"phase\": \"setup\",\n      \"actor_object\": \"athlete, hands, chalk\",\n      \"visible_change\": \"Athlete chalking hands.\"\n    },\n    {\n      \"t\": 5.25,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell (220kg)\",\n      \"visible_change\": \"Athlete approaches barbell and grips it.\"\n    },\n    {\n      \"t\": 6.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Clean phase: lifting barbell to shoulders.\"\n    },\n    {\n      \"t\": 8.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Athlete stands with barbell in front rack position.\"\n    },\n    {\n      \"t\": 9.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Jerk phase: splitting legs to drive barbell overhead.\"\n    },\n    {\n      \"t\": 10.00,\n      \"phase\": \"completion\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Barbell locked out overhead, legs recovering.\"\n    },\n    {\n      \"t\": 11.25,\n      \"phase\": \"reset\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Athlete drops barbell to floor.\"\n    },\n    {\n      \"t\": 12.50,\n      \"phase\": \"reset\",\n      \"actor_object\": \"athlete\",\n      \"visible_change\": \"Athlete walks away from barbell.\"\n    },\n    {\n      \"t\": 13.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell (230kg)\",\n      \"visible_change\": \"Athlete approaches heavier barbell and grips it.\"\n    },\n    {\n      \"t\": 14.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Clean phase: lifting barbell to shoulders.\"\n    },\n    {\n      \"t\": 15.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Athlete stands with barbell in front rack position.\"\n    },\n    {\n      \"t\": 17.50,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Jerk phase: splitting legs to drive barbell overhead.\"\n    },\n    {\n      \"t\": 18.00,\n      \"phase\": \"completion\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Barbell locked out overhead, legs recovering.\"\n    },\n    {\n      \"t\": 19.25,\n      \"phase\": \"reset\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Athlete drops barbell to floor.\"\n    },\n    {\n      \"t\": 20.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell (240kg)\",\n      \"visible_change\": \"Athlete approaches heaviest barbell and grips it.\"\n    },\n    {\n      \"t\": 22.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Clean phase: lifting barbell to shoulders.\"\n    },\n    {\n      \"t\": 24.00,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Athlete stands with barbell in front rack position.\"\n    },\n    {\n      \"t\": 25.75,\n      \"phase\": \"active\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Jerk phase: splitting legs to drive barbell overhead.\"\n    },\n    {\n      \"t\": 26.00,\n      \"phase\": \"completion\",\n      \"actor_object\": \"athlete, barbell\",\n      \"visible_change\": \"Barbell 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  \"t\": 0.00,\n      \"reason\": \"preparation (taping knee)\"\n    },\n    {\n      \"t\": 3.75,\n      \"reason\": \"preparation (chalking hands)\"\n    }\n  ]\n}",
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-            "timeline": [
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-                "phase": "setup",
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-                "visible_change": "Athlete sitting, adjusting knee brace."
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-                "phase": "setup",
-                "actor_object": "athlete, face",
-                "visible_change": "Close-up of athlete's face, preparing mentally."
-              },
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-                "t": 3.75,
-                "phase": "setup",
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-                "visible_change": "Athlete chalking hands."
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-                "phase": "active",
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-                "visible_change": "Athlete approaches barbell and grips it."
-              },
-              {
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-                "phase": "active",
-                "actor_object": "athlete, barbell",
-                "visible_change": "Clean phase: lifting barbell to shoulders."
-              },
-              {
-                "t": 8.0,
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-                "visible_change": "Athlete stands with barbell in front rack position."
-              },
-              {
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-                "phase": "active",
-                "actor_object": "athlete, barbell",
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-              },
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-                "t": 10.0,
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-                "actor_object": "athlete, barbell",
-                "visible_change": "Barbell locked out overhead, legs recovering."
-              },
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-                "t": 11.25,
-                "phase": "reset",
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-                "visible_change": "Athlete drops barbell to floor."
-              },
-              {
-                "t": 12.5,
-                "phase": "reset",
-                "actor_object": "athlete",
-                "visible_change": "Athlete walks away from barbell."
-              },
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-                "t": 13.0,
-                "phase": "active",
-                "actor_object": "athlete, barbell (230kg)",
-                "visible_change": "Athlete approaches heavier barbell and grips it."
-              },
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-                "visible_change": "Clean phase: lifting barbell to shoulders."
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-                "visible_change": "Athlete stands with barbell in front rack position."
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-                "visible_change": "Athlete stands with barbell in front rack position."
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-                "visible_change": "Jerk phase: splitting legs to drive barbell overhead."
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-                "t": 26.0,
-                "phase": "completion",
-                "actor_object": "athlete, barbell",
-                "visible_change": "Barbell locked out overhead, legs recovering."
-              },
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-                "t": 28.75,
-                "phase": "reset",
-                "actor_object": "athlete, barbell",
-                "visible_change": "Athlete drops barbell to floor."
-              },
-              {
-                "t": 30.0,
-                "phase": "reset",
-                "actor_object": "athlete",
-                "visible_change": "Athlete walks away, visibly exhausted."
-              },
-              {
-                "t": 36.25,
-                "phase": "other",
-                "actor_object": "athlete",
-                "visible_change": "Athlete walking and talking to camera."
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-                "onset_t": 5.25,
-                "actor": "athlete",
-                "object": "barbell (220kg)",
-                "prior_state": "idle/setup",
-                "onset_cue": "gripping barbell",
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-                "completion_evidence": "stable overhead lockout",
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-                "actor": "athlete",
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-                "onset_cue": "gripping barbell",
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-                "onset_cue": "gripping barbell",
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-                "reset_before_next": "barbell dropped and athlete walks away",
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-              }
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-            "excluded": [
-              "{'t': 0.0, 'reason': 'preparation (taping knee)'}",
-              "{'t': 3.75, 'reason': 'preparation (chalking hands)'}"
-            ]
-          }
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optimization/analysis/iter25_rec_global_timeline_6panel_dev5.onset_scored.json

@@ -1,467 +1,3 @@
-{
-  "predictions": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter25_rec_global_timeline_6panel_dev5.json",
-  "annotations": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovo_bench_new.json",
-  "analysis_only": true,
-  "deployable": false,
-  "onset_tolerance": 0.75,
-  "code_sha256": "7966bf9c6ca09e8eda9bbfb9be4a38888690f4aa4344f50967ea0c6fdc4e7e7a",
-  "summary": {
-    "coverage": 5,
-    "valid_samples": 5,
-    "true_events": 16,
-    "predicted_onsets": 15,
-    "matched_events": 11,
-    "event_recall": 0.6875,
-    "missed_events": 5,
-    "unmatched_predictions": 4,
-    "duplicate_predictions": 1,
-    "false_positive_predictions": 3,
-    "sample_count_exact": 2
-  },
-  "rows": [
-    {
-      "id": "1558_0",
-      "source_id": 1558,
-      "activity": "breaking something",
-      "valid": true,
-      "baseline_count": 1,
-      "predicted_count": 1,
-      "true_count": 1,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 6.0,
-          "end": 17.0
-        }
-      ],
-      "matched_events": 1,
-      "matched_event_indices": [
-        0
-      ],
-      "missed_events": 0,
-      "missed_event_indices": [],
-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "duplicate_predictions": 0,
-      "duplicate_prediction_indices": [],
-      "false_positive_predictions": 0,
-      "false_positive_prediction_indices": [],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 0,
-          "onset_t": 6.25
-        }
-      ],
-      "predictions": [
-        {
-          "prediction_index": 0,
-          "onset_t": 6.25,
-          "actor": "person",
-          "object": "egg",
-          "onset_cue": "person taps egg against mug rim",
-          "candidate_event_indices": [
-            0
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1574_2",
-      "source_id": 1574,
-      "activity": "covering something with something",
-      "valid": true,
-      "baseline_count": 1,
-      "predicted_count": 2,
-      "true_count": 4,
-      "count_correct": false,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 1.0,
-          "end": 4.0
-        },
-        {
-          "event_index": 1,
-          "start": 4.0,
-          "end": 9.0
-        },
-        {
-          "event_index": 2,
-          "start": 9.0,
-          "end": 15.0
-        },
-        {
-          "event_index": 3,
-          "start": 16.0,
-          "end": 21.0
-        }
-      ],
-      "matched_events": 0,
-      "matched_event_indices": [],
-      "missed_events": 4,
-      "missed_event_indices": [
-        0,
-        1,
-        2,
-        3
-      ],
-      "unmatched_predictions": 2,
-      "unmatched_prediction_indices": [
-        0,
-        1
-      ],
-      "duplicate_predictions": 0,
-      "duplicate_prediction_indices": [],
-      "false_positive_predictions": 2,
-      "false_positive_prediction_indices": [
-        0,
-        1
-      ],
-      "matching": [],
-      "predictions": [
-        {
-          "prediction_index": 0,
-          "onset_t": 10.0,
-          "actor": "person",
-          "object": "red lid",
-          "onset_cue": "person lifts red lid from table",
-          "candidate_event_indices": []
-        },
-        {
-          "prediction_index": 1,
-          "onset_t": 17.0,
-          "actor": "person",
-          "object": "red lid",
-          "onset_cue": "person lifts red lid from table",
-          "candidate_event_indices": []
-        }
-      ]
-    },
-    {
-      "id": "1590_1",
-      "source_id": 1590,
-      "activity": "putting something into something",
-      "valid": true,
-      "baseline_count": 3,
-      "predicted_count": 4,
-      "true_count": 5,
-      "count_correct": false,
-      "true_intervals": [
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-          "end": 0.0
-        },
-        {
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-        },
-        {
-          "event_index": 2,
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-        },
-        {
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-          "end": 6.0
-        },
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-        }
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-      "matched_events": 4,
-      "matched_event_indices": [
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-        3,
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-      ],
-      "missed_events": 1,
-      "missed_event_indices": [
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-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "duplicate_predictions": 0,
-      "duplicate_prediction_indices": [],
-      "false_positive_predictions": 0,
-      "false_positive_prediction_indices": [],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 0,
-          "onset_t": 0.25
-        },
-        {
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-          "onset_t": 2.25
-        },
-        {
-          "prediction_index": 2,
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-          "onset_t": 4.25
-        },
-        {
-          "prediction_index": 3,
-          "event_index": 4,
-          "onset_t": 6.25
-        }
-      ],
-      "predictions": [
-        {
-          "prediction_index": 0,
-          "onset_t": 0.25,
-          "actor": "hand",
-          "object": "first book",
-          "onset_cue": "hand grasps and lifts book",
-          "candidate_event_indices": [
-            0,
-            1
-          ]
-        },
-        {
-          "prediction_index": 1,
-          "onset_t": 2.25,
-          "actor": "hand",
-          "object": "second book",
-          "onset_cue": "hand grasps and lifts book",
-          "candidate_event_indices": [
-            2
-          ]
-        },
-        {
-          "prediction_index": 2,
-          "onset_t": 4.25,
-          "actor": "hand",
-          "object": "third book",
-          "onset_cue": "hand grasps and lifts book",
-          "candidate_event_indices": [
-            3
-          ]
-        },
-        {
-          "prediction_index": 3,
-          "onset_t": 6.25,
-          "actor": "hand",
-          "object": "fourth book",
-          "onset_cue": "hand grasps and lifts book",
-          "candidate_event_indices": [
-            4
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1597_2",
-      "source_id": 1597,
-      "activity": "buttoning up a button",
-      "valid": true,
-      "baseline_count": 6,
-      "predicted_count": 5,
-      "true_count": 3,
-      "count_correct": false,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 3.0,
-          "end": 9.0
-        },
-        {
-          "event_index": 1,
-          "start": 9.0,
-          "end": 12.0
-        },
-        {
-          "event_index": 2,
-          "start": 12.0,
-          "end": 15.0
-        }
-      ],
-      "matched_events": 3,
-      "matched_event_indices": [
-        0,
-        1,
-        2
-      ],
-      "missed_events": 0,
-      "missed_event_indices": [],
-      "unmatched_predictions": 2,
-      "unmatched_prediction_indices": [
-        0,
-        2
-      ],
-      "duplicate_predictions": 1,
-      "duplicate_prediction_indices": [
-        2
-      ],
-      "false_positive_predictions": 1,
-      "false_positive_prediction_indices": [
-        0
-      ],
-      "matching": [
-        {
-          "prediction_index": 1,
-          "event_index": 0,
-          "onset_t": 2.75
-        },
-        {
-          "prediction_index": 3,
-          "event_index": 1,
-          "onset_t": 9.75
-        },
-        {
-          "prediction_index": 4,
-          "event_index": 2,
-          "onset_t": 12.5
-        }
-      ],
-      "predictions": [
-        {
-          "prediction_index": 0,
-          "onset_t": 1.25,
-          "actor": "person",
-          "object": "bottom shirt button",
-          "onset_cue": "hands grasp bottom placket",
-          "candidate_event_indices": []
-        },
-        {
-          "prediction_index": 1,
-          "onset_t": 2.75,
-          "actor": "person",
-          "object": "mid-torso shirt button",
-          "onset_cue": "hands grasp mid-torso placket",
-          "candidate_event_indices": [
-            0
-          ]
-        },
-        {
-          "prediction_index": 2,
-          "onset_t": 3.5,
-          "actor": "person",
-          "object": "top shirt button",
-          "onset_cue": "hands grasp top placket",
-          "candidate_event_indices": [
-            0
-          ]
-        },
-        {
-          "prediction_index": 3,
-          "onset_t": 9.75,
-          "actor": "person",
-          "object": "mid-torso shirt button",
-          "onset_cue": "hands grasp mid-torso placket",
-          "candidate_event_indices": [
-            1
-          ]
-        },
-        {
-          "prediction_index": 4,
-          "onset_t": 12.5,
-          "actor": "person",
-          "object": "bottom shirt button",
-          "onset_cue": "hands grasp bottom placket",
-          "candidate_event_indices": [
-            2
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1612_5",
-      "source_id": 1612,
-      "activity": "clean and jerk",
-      "valid": true,
-      "baseline_count": 3,
-      "predicted_count": 3,
-      "true_count": 3,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 5.0,
-          "end": 11.0
-        },
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-          "candidate_event_indices": [
-            1
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-          "prediction_index": 2,
-          "onset_t": 20.75,
-          "actor": "athlete",
-          "object": "barbell (240kg)",
-          "onset_cue": "gripping barbell",
-          "candidate_event_indices": [
-            2
-          ]
-        }
-      ]
-    }
-  ]
-}
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optimization/analysis/iter26_rec_global_cycle_critic_dev5.interval_scored.json

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-{
-  "predictions": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter26_rec_global_cycle_critic_dev5.json",
-  "annotations": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/ovo_bench_new.json",
-  "analysis_only": true,
-  "deployable": false,
-  "matching": "chronology-preserving one-to-one predicted-cycle interval vs ground-truth event interval",
-  "boundary_tolerance": 0.75,
-  "code_sha256": "869cf3f07fd3385acc315bdc471b5dc40bfe117e345a15573999fd58e38fae23",
-  "summary": {
-    "coverage": 5,
-    "valid_samples": 4,
-    "true_events": 16,
-    "predicted_cycles": 9,
-    "matched_events": 9,
-    "event_recall": 0.5625,
-    "event_precision": 1.0,
-    "missed_events": 7,
-    "unmatched_predictions": 0,
-    "sample_count_exact": 2
-  },
-  "rows": [
-    {
-      "id": "1558_0",
-      "source_id": 1558,
-      "activity": "breaking something",
-      "valid": true,
-      "baseline_count": 1,
-      "predicted_count": 1,
-      "true_count": 1,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 6.0,
-          "end": 17.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 7.75,
-          "end": 14.0,
-          "object": "egg",
-          "actor": "person"
-        }
-      ],
-      "matched_events": 1,
-      "matched_event_indices": [
-        0
-      ],
-      "missed_events": 0,
-      "missed_event_indices": [],
-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 0,
-          "predicted_interval": [
-            7.75,
-            14.0
-          ],
-          "true_interval": [
-            6.0,
-            17.0
-          ],
-          "overlap": 6.25,
-          "gap": 0.0,
-          "start_error": 1.75,
-          "intersects": 1.0
-        }
-      ]
-    },
-    {
-      "id": "1574_2",
-      "source_id": 1574,
-      "activity": "covering something with something",
-      "valid": true,
-      "baseline_count": 1,
-      "predicted_count": 1,
-      "true_count": 4,
-      "count_correct": false,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 1.0,
-          "end": 4.0
-        },
-        {
-          "event_index": 1,
-          "start": 4.0,
-          "end": 9.0
-        },
-        {
-          "event_index": 2,
-          "start": 9.0,
-          "end": 15.0
-        },
-        {
-          "event_index": 3,
-          "start": 16.0,
-          "end": 21.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 16.5,
-          "end": 18.25,
-          "object": "red lid",
-          "actor": "person"
-        }
-      ],
-      "matched_events": 1,
-      "matched_event_indices": [
-        3
-      ],
-      "missed_events": 3,
-      "missed_event_indices": [
-        0,
-        1,
-        2
-      ],
-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "matching": [
-        {
-          "prediction_index": 0,
-          "event_index": 3,
-          "predicted_interval": [
-            16.5,
-            18.25
-          ],
-          "true_interval": [
-            16.0,
-            21.0
-          ],
-          "overlap": 1.75,
-          "gap": 0.0,
-          "start_error": 0.5,
-          "intersects": 1.0
-        }
-      ]
-    },
-    {
-      "id": "1590_1",
-      "source_id": 1590,
-      "activity": "putting something into something",
-      "valid": true,
-      "baseline_count": 3,
-      "predicted_count": 4,
-      "true_count": 5,
-      "count_correct": false,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 0.0,
-          "end": 0.0
-        },
-        {
-          "event_index": 1,
-          "start": 0.0,
-          "end": 2.0
-        },
-        {
-          "event_index": 2,
-          "start": 3.0,
-          "end": 4.0
-        },
-        {
-          "event_index": 3,
-          "start": 4.0,
-          "end": 6.0
-        },
-        {
-          "event_index": 4,
-          "start": 7.0,
-          "end": 7.0
-        }
-      ],
-      "predicted_intervals": [
-        {
-          "prediction_index": 0,
-          "start": 1.5,
-          "end": 1.75,
-          "object": "first book",
-          "actor": "hand"
-        },
-        {
-          "prediction_index": 1,
-          "start": 3.0,
-          "end": 3.25,
-          "object": "second book",
-          "actor": "hand"
-        },
-        {
-          "prediction_index": 2,
-          "start": 5.0,
-          "end": 5.25,
-          "object": "third book",
-          "actor": "hand"
-        },
-        {
-          "prediction_index": 3,
-          "start": 6.0,
-          "end": 6.25,
-          "object": "fourth book",
-          "actor": "hand"
-        }
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-      "matched_events": 4,
-      "matched_event_indices": [
-        1,
-        2,
-        3,
-        4
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-      "missed_events": 1,
-      "missed_event_indices": [
-        0
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-      "unmatched_predictions": 0,
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-      "matching": [
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-          "prediction_index": 0,
-          "event_index": 1,
-          "predicted_interval": [
-            1.5,
-            1.75
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-          "true_interval": [
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-          ],
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-          "overlap": 0.25,
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-          "intersects": 1.0
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-          "prediction_index": 2,
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-          "predicted_interval": [
-            5.0,
-            5.25
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-          "true_interval": [
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-            6.0
-          ],
-          "overlap": 0.25,
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-          "start_error": 1.0,
-          "intersects": 1.0
-        },
-        {
-          "prediction_index": 3,
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-          "predicted_interval": [
-            6.0,
-            6.25
-          ],
-          "true_interval": [
-            7.0,
-            7.0
-          ],
-          "overlap": 0.0,
-          "gap": 0.75,
-          "start_error": 1.0,
-          "intersects": 0.0
-        }
-      ]
-    },
-    {
-      "id": "1597_2",
-      "source_id": 1597,
-      "activity": "buttoning up a button",
-      "valid": false,
-      "baseline_count": 6,
-      "predicted_count": null,
-      "true_count": 3,
-      "count_correct": false,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 3.0,
-          "end": 9.0
-        },
-        {
-          "event_index": 1,
-          "start": 9.0,
-          "end": 12.0
-        },
-        {
-          "event_index": 2,
-          "start": 12.0,
-          "end": 15.0
-        }
-      ],
-      "predicted_intervals": [],
-      "matched_events": 0,
-      "matched_event_indices": [],
-      "missed_events": 3,
-      "missed_event_indices": [
-        0,
-        1,
-        2
-      ],
-      "unmatched_predictions": 0,
-      "unmatched_prediction_indices": [],
-      "matching": []
-    },
-    {
-      "id": "1612_5",
-      "source_id": 1612,
-      "activity": "clean and jerk",
-      "valid": true,
-      "baseline_count": 3,
-      "predicted_count": 3,
-      "true_count": 3,
-      "count_correct": true,
-      "true_intervals": [
-        {
-          "event_index": 0,
-          "start": 5.0,
-          "end": 11.0
-        },
-        {
-          "event_index": 1,
-          "start": 13.0,
-          "end": 19.0
-        },
-        {
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-          "end": 29.0
-        }
-      ],
-      "predicted_intervals": [
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-          "prediction_index": 0,
-          "start": 5.25,
-          "end": 9.75,
-          "object": "barbell (220kg)",
-          "actor": "athlete"
-        },
-        {
-          "prediction_index": 1,
-          "start": 13.0,
-          "end": 18.0,
-          "object": "barbell (230kg)",
-          "actor": "athlete"
-        },
-        {
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-          "end": 26.0,
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-          "actor": "athlete"
-        }
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-          "gap": 0.0,
-          "start_error": 0.25,
-          "intersects": 1.0
-        }
-      ]
-    }
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-}
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optimization/analysis/iter26_rec_global_cycle_critic_dev5.json

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-{
-  "proposals": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter25_rec_global_timeline_6panel_dev5.json",
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter22_rec_interval_onset/dev5.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter26_rec_global_cycle_critic/dev5.manifest.json",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.0,
-  "fps": 4.0,
-  "frames_per_sheet": 6,
-  "input_mode": "proposal_critique_over_exhaustive_static_4fps_sheets",
-  "runner_code_sha256": "7281b0147a60f84878ef5587806372bf730163c8e7763876213951531489ed80",
-  "summary": {
-    "coverage": 5,
-    "valid_samples": 4,
-    "proposal_cycles": 15,
-    "final_cycles": 9,
-    "reviews": 10,
-    "task_label_tokens_in_prompts": 0
-  },
-  "rows": [
-    {
-      "id": "1558_0",
-      "activity": "breaking something",
-      "query_time": 17,
-      "baseline_count": 1,
-      "proposal_cycle_count": 1,
-      "frame_count": 69,
-      "sheet_count": 12,
-      "valid": true,
-      "cycle_count": 1,
-      "cycles": [
-        {
-          "cycle_index": 0,
-          "previous_cycle_index": null,
-          "source_proposal_indices": [],
-          "onset_t": 7.75,
-          "completion_t": 14.0,
-          "actor": "person",
-          "object": "egg",
-          "prior_state": "whole egg on table",
-          "onset_cue": "person taps egg against mug rim",
-          "target_match": "breaking something",
-          "completion_evidence": "egg contents fall into small glass bowl, shell is open",
-          "reset_before_next": "end of visible video"
-        }
-      ],
-      "proposal_reviews": [
-        {
-          "proposal_index": 0,
-          "action": "delete",
-          "merge_with": null,
-          "pixel_reason": "The proposal claims the onset is 'tapping egg against mug rim' at 6.25s, but the video shows the person picking up the egg at 6.25s and tapping it against the rim starting at 7.75s. Furthermore, the proposal claims the completion is 'egg contents fall into bowl', but the video shows the contents falling into a small glass bowl at 14.00s, not the large ceramic bowl. The proposal conflates the mug (used for cracking) and the bowl (used for catching), and the timing is imprecise."
-        }
-      ],
-      "rejected_or_missing_notes": [
-        "P0 rejected due to incorrect object identification (mug vs bowl) and imprecise onset timing. The actual cracking action starts at 7.75s, not 6.25s.",
-        "No other cycles found in the video. The video shows only one egg being cracked."
-      ],
-      "cycle_hint": "Define one occurrence by a decisive completion/result and a reset before the next occurrence. One concrete object being progressively broken is one cycle; later milestones of the same object are continuations.",
-      "video_meta": {
-        "sample_id": "1558_0",
-        "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1558_0.mp4",
-        "source_fps": 28.44,
-        "source_frame_count": 484,
-        "source_duration": 17.018284106891702,
-        "visible_seconds": 17.018284106891702,
-        "audit_fps": 4.0,
-        "files": [
-          "frame_0000.jpg",
-          "frame_0001.jpg",
-          "frame_0002.jpg",
-          "frame_0003.jpg",
-          "frame_0004.jpg",
-          "frame_0005.jpg",
-          "frame_0006.jpg",
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-          "frame_0009.jpg",
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-          "frame_0042.jpg",
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-          "frame_0044.jpg",
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-          "frame_0048.jpg",
-          "frame_0049.jpg",
-          "frame_0050.jpg",
-          "frame_0051.jpg",
-          "frame_0052.jpg",
-          "frame_0053.jpg",
-          "frame_0054.jpg",
-          "frame_0055.jpg",
-          "frame_0056.jpg",
-          "frame_0057.jpg",
-          "frame_0058.jpg",
-          "frame_0059.jpg",
-          "frame_0060.jpg",
-          "frame_0061.jpg",
-          "frame_0062.jpg",
-          "frame_0063.jpg",
-          "frame_0064.jpg",
-          "frame_0065.jpg",
-          "frame_0066.jpg",
-          "frame_0067.jpg",
-          "frame_0068.jpg"
-        ]
-      },
-      "prompt_sha256": "dac4e974835d67e83a6c5cc9ab28871edf605a8b5e7d891f4be63d00ab4b82b2",
-      "task_label_tokens_in_prompt": 0,
-      "attempts": [
-        {
-          "response": "<think>\n\n</think>\n\n{\n  \"proposal_reviews\": [\n    {\n      \"proposal_index\": 0,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the onset is 'tapping egg against mug rim' and completion is 'contents fall into bowl'. Pixel evidence contradicts this: at t=7.75s-11.50s, the person taps the egg against the mug rim but does not break it open. The actual breaking action (pulling shell apart) occurs at t=12.00s-13.75s. The contents fall into a small glass bowl at t=14.00s, not the large ceramic bowl. The proposal conflates the tapping phase with the breaking phase and misidentifies the target container.\"\n    }\n  ],\n  \"final_cycles\": [\n    {\n      \"cycle_index\": 0,\n      \"previous_cycle_index\": null,\n      \"source_proposal_indices\": [],\n      \"onset_t\": 7.75,\n      \"completion_t\": 14.00,\n      \"actor\": \"person\",\n      \"object\": \"egg\",\n      \"prior_state\": \"whole egg on table\",\n      \"onset_cue\": \"person taps egg against mug rim repeatedly\",\n      \"target_match\": \"breaking something\",\n      \"completion_evidence\": \"shell is pulled apart and contents fall into small glass bowl\",\n      \"reset_before_next\": \"end of visible video\"\n    }\n  ],\n  \"rejected_or_missing_notes\": [\n    \"P0 rejected: The proposed interval [6.25, 14.00] includes significant setup (tapping without breaking) and misidentifies the specific breaking action and target container. The actual breaking cycle is a subset of this interval, starting at the first tap (7.75s) and ending when the egg is fully emptied (14.00s).\",\n    \"Range [0.00, 6.25] contains only setup actions (reaching for salt, sprinkling salt) and no breaking events.\",\n    \"Range [14.00, 17.00] contains only the aftermath of the breaking event (holding empty shell) and no new cycles.\"\n  ]\n}",
-          "parsed": null
-        },
-        {
-          "response": "<think>\n\n</think>\n\n{\n  \"proposal_reviews\": [\n    {\n      \"proposal_index\": 0,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the onset is 'tapping egg against mug rim' at 6.25s, but the video shows the person picking up the egg at 6.25s and tapping it against the rim starting at 7.75s. Furthermore, the proposal claims the completion is 'egg contents fall into bowl', but the video shows the contents falling into a small glass bowl at 14.00s, not the large ceramic bowl. The proposal conflates the mug (used for cracking) and the bowl (used for catching), and the timing is imprecise.\"\n    }\n  ],\n  \"final_cycles\": [\n    {\n      \"cycle_index\": 0,\n      \"previous_cycle_index\": null,\n      \"source_proposal_indices\": [],\n      \"onset_t\": 7.75,\n      \"completion_t\": 14.00,\n      \"actor\": \"person\",\n      \"object\": \"egg\",\n      \"prior_state\": \"whole egg on table\",\n      \"onset_cue\": \"person taps egg against mug rim\",\n      \"target_match\": \"breaking something\",\n      \"completion_evidence\": \"egg contents fall into small glass bowl, shell is open\",\n      \"reset_before_next\": \"end of visible video\"\n    }\n  ],\n  \"rejected_or_missing_notes\": [\n    \"P0 rejected due to incorrect object identification (mug vs bowl) and imprecise onset timing. The actual cracking action starts at 7.75s, not 6.25s.\",\n    \"No other cycles found in the video. The video shows only one egg being cracked.\"\n  ]\n}",
-          "parsed": {
-            "proposal_reviews": [
-              {
-                "proposal_index": 0,
-                "action": "delete",
-                "merge_with": null,
-                "pixel_reason": "The proposal claims the onset is 'tapping egg against mug rim' at 6.25s, but the video shows the person picking up the egg at 6.25s and tapping it against the rim starting at 7.75s. Furthermore, the proposal claims the completion is 'egg contents fall into bowl', but the video shows the contents falling into a small glass bowl at 14.00s, not the large ceramic bowl. The proposal conflates the mug (used for cracking) and the bowl (used for catching), and the timing is imprecise."
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-            "cycles": [
-              {
-                "cycle_index": 0,
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-                "onset_t": 7.75,
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-                "actor": "person",
-                "object": "egg",
-                "prior_state": "whole egg on table",
-                "onset_cue": "person taps egg against mug rim",
-                "target_match": "breaking something",
-                "completion_evidence": "egg contents fall into small glass bowl, shell is open",
-                "reset_before_next": "end of visible video"
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-            "rejected_or_missing_notes": [
-              "P0 rejected due to incorrect object identification (mug vs bowl) and imprecise onset timing. The actual cracking action starts at 7.75s, not 6.25s.",
-              "No other cycles found in the video. The video shows only one egg being cracked."
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-      "id": "1574_2",
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-          "onset_t": 16.5,
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-          "prior_state": "lid on table, glass uncovered",
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-          "proposal_index": 0,
-          "action": "delete",
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-          "pixel_reason": "The proposal claims the lid is placed on the glass at t=11.00. Visual evidence at t=11.00 shows the red lid resting on the table surface, not on the glass. The glass remains uncovered until t=18.00. The action at t=10.00-11.00 is merely moving the lid on the table."
-        },
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-          "proposal_index": 1,
-          "action": "delete",
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-        "P0 rejected: At t=11.00, the lid is on the table, not the glass. No covering occurred.",
-        "P1 rejected: At t=18.00, the lid is in the air. The cycle completes at t=18.25.",
-        "Range [0.00, 16.50] contains no covering actions; the lid remains on the table."
-      ],
-      "cycle_hint": "One occurrence completes when a cover object is placed onto a target and the target becomes covered. Adjustment while already covered is not new; count another cycle only after reset/uncover and re-cover.",
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-      "prompt_sha256": "2920768ca5a2fc4d74d7de37e0e43661488e5850bbeabc532fc7f55e1964f03a",
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-          "response": "<think>\n\n</think>\n\n{\n  \"proposal_reviews\": [\n    {\n      \"proposal_index\": 0,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the lid is placed on the glass at t=11.00. Visual evidence at t=11.00 shows the red lid resting on the table surface, not on the glass. The glass remains uncovered until t=18.00. The action at t=10.00-11.00 is merely moving the lid on the table.\"\n    },\n    {\n      \"proposal_index\": 1,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the lid is placed on the glass at t=18.00. Visual evidence at t=18.00 shows the lid is still in the hand, hovering above the glass. The actual placement and covering occur at t=18.25. The proposal interval is too early to capture the completion.\"\n    }\n  ],\n  \"final_cycles\": [\n    {\n      \"cycle_index\": 0,\n      \"previous_cycle_index\": null,\n      \"source_proposal_indices\": [],\n      \"onset_t\": 16.50,\n      \"completion_t\": 18.25,\n      \"actor\": \"person\",\n      \"object\": \"red lid\",\n      \"prior_state\": \"lid on table, glass uncovered\",\n      \"onset_cue\": \"person lifts red lid from table\",\n      \"target_match\": \"red lid\",\n      \"completion_evidence\": \"lid placed on glass rim, covering the opening\",\n      \"reset_before_next\": \"end of video\"\n    }\n  ],\n  \"rejected_or_missing_notes\": [\n    \"P0 rejected: At t=11.00, the lid is on the table, not the glass. No covering occurred.\",\n    \"P1 rejected: At t=18.00, the lid is in the air. The cycle completes at t=18.25.\",\n    \"Range [0.00, 16.50] contains no covering actions; the lid remains on the table.\"\n  ]\n}",
-          "parsed": {
-            "proposal_reviews": [
-              {
-                "proposal_index": 0,
-                "action": "delete",
-                "merge_with": null,
-                "pixel_reason": "The proposal claims the lid is placed on the glass at t=11.00. Visual evidence at t=11.00 shows the red lid resting on the table surface, not on the glass. The glass remains uncovered until t=18.00. The action at t=10.00-11.00 is merely moving the lid on the table."
-              },
-              {
-                "proposal_index": 1,
-                "action": "delete",
-                "merge_with": null,
-                "pixel_reason": "The proposal claims the lid is placed on the glass at t=18.00. Visual evidence at t=18.00 shows the lid is still in the hand, hovering above the glass. The actual placement and covering occur at t=18.25. The proposal interval is too early to capture the completion."
-              }
-            ],
-            "cycles": [
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-                "cycle_index": 0,
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-                "actor": "person",
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-                "target_match": "red lid",
-                "completion_evidence": "lid placed on glass rim, covering the opening",
-                "reset_before_next": "end of video"
-              }
-            ],
-            "rejected_or_missing_notes": [
-              "P0 rejected: At t=11.00, the lid is on the table, not the glass. No covering occurred.",
-              "P1 rejected: At t=18.00, the lid is in the air. The cycle completes at t=18.25.",
-              "Range [0.00, 16.50] contains no covering actions; the lid remains on the table."
-            ]
-          }
-        }
-      ]
-    },
-    {
-      "id": "1590_1",
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-      "query_time": 7,
-      "baseline_count": 3,
-      "proposal_cycle_count": 4,
-      "frame_count": 29,
-      "sheet_count": 5,
-      "valid": true,
-      "cycle_count": 4,
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-          "cycle_index": 0,
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-          "onset_t": 1.5,
-          "completion_t": 1.75,
-          "actor": "hand",
-          "object": "first book",
-          "prior_state": "book held in hand",
-          "onset_cue": "hand moves book towards bag opening",
-          "target_match": "putting something into something",
-          "completion_evidence": "book disappears into the black bag at t=1.75s",
-          "reset_before_next": "hand withdraws empty at t=2.00s"
-        },
-        {
-          "cycle_index": 1,
-          "previous_cycle_index": 0,
-          "source_proposal_indices": [],
-          "onset_t": 3.0,
-          "completion_t": 3.25,
-          "actor": "hand",
-          "object": "second book",
-          "prior_state": "book held in hand",
-          "onset_cue": "hand moves book towards bag opening",
-          "target_match": "putting something into something",
-          "completion_evidence": "book disappears into the black bag at t=3.25s",
-          "reset_before_next": "hand withdraws empty at t=3.50s"
-        },
-        {
-          "cycle_index": 2,
-          "previous_cycle_index": 1,
-          "source_proposal_indices": [],
-          "onset_t": 5.0,
-          "completion_t": 5.25,
-          "actor": "hand",
-          "object": "third book",
-          "prior_state": "book held in hand",
-          "onset_cue": "hand moves book towards bag opening",
-          "target_match": "putting something into something",
-          "completion_evidence": "book disappears into the black bag at t=5.25s",
-          "reset_before_next": "hand withdraws empty at t=5.50s"
-        },
-        {
-          "cycle_index": 3,
-          "previous_cycle_index": 2,
-          "source_proposal_indices": [],
-          "onset_t": 6.0,
-          "completion_t": 6.25,
-          "actor": "hand",
-          "object": "fourth book",
-          "prior_state": "book held in hand",
-          "onset_cue": "hand moves book towards bag opening",
-          "target_match": "putting something into something",
-          "completion_evidence": "book disappears into the black bag at t=6.25s",
-          "reset_before_next": "hand withdraws empty at t=6.50s"
-        }
-      ],
-      "proposal_reviews": [
-        {
-          "proposal_index": 0,
-          "action": "delete",
-          "merge_with": null,
-          "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto a stack on the table. At t=0.75s, the book is clearly resting on the table surface, not inside a container."
-        },
-        {
-          "proposal_index": 1,
-          "action": "delete",
-          "merge_with": null,
-          "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=2.25s, the book is clearly resting on the table surface."
-        },
-        {
-          "proposal_index": 2,
-          "action": "delete",
-          "merge_with": null,
-          "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=4.50s, the book is clearly resting on the table surface."
-        },
-        {
-          "proposal_index": 3,
-          "action": "delete",
-          "merge_with": null,
-          "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=6.25s, the book is clearly resting on the table surface."
-        }
-      ],
-      "rejected_or_missing_notes": [
-        "Proposals P0-P3 are rejected because they describe placing books on a table, which contradicts the visual evidence of books being inserted into a bag.",
-        "The video shows a repetitive pattern: the hand places a book on the table (distractor action) and then immediately inserts a book into the bag (target action). The proposals captured the distractor action.",
-        "The actual target cycles occur in the gaps between the proposal intervals: [1.50-1.75], [3.00-3.25], [5.00-5.25], and [6.00-6.25]."
-      ],
-      "cycle_hint": "Define one occurrence by a decisive completion/result and a reset before the next occurrence. Each independently handled object-to-container transfer is one cycle, including multiple different objects handled rapidly.",
-      "video_meta": {
-        "sample_id": "1590_1",
-        "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1590_1.mp4",
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-        "source_frame_count": 210,
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-          "response": "<think>\n\n</think>\n\n{\n  \"proposal_reviews\": [\n    {\n      \"proposal_index\": 0,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the object is put into a bag, but the video shows the hand placing a book onto a stack on the table. At t=0.75s, the book is clearly resting on the table surface, not inside a container.\"\n    },\n    {\n      \"proposal_index\": 1,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=2.25s, the book is clearly resting on the table surface.\"\n    },\n    {\n      \"proposal_index\": 2,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=4.50s, the book is clearly resting on the table surface.\"\n    },\n    {\n      \"proposal_index\": 3,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=6.25s, the book is clearly resting on the table surface.\"\n    }\n  ],\n  \"final_cycles\": [\n    {\n      \"cycle_index\": 0,\n      \"previous_cycle_index\": null,\n      \"source_proposal_indices\": [],\n      \"onset_t\": 1.50,\n      \"completion_t\": 1.75,\n      \"actor\": \"hand\",\n      \"object\": \"first book\",\n      \"prior_state\": \"book held in hand\",\n      \"onset_cue\": \"hand moves book towards bag opening\",\n      \"target_match\": \"putting something into something\",\n      \"completion_evidence\": \"book disappears into the black bag at t=1.75s\",\n      \"reset_before_next\": \"hand withdraws empty at t=2.00s\"\n    },\n    {\n      \"cycle_index\": 1,\n      \"previous_cycle_index\": 0,\n      \"source_proposal_indices\": [],\n      \"onset_t\": 3.00,\n      \"completion_t\": 3.25,\n      \"actor\": \"hand\",\n      \"object\": \"second book\",\n      \"prior_state\": \"book held in hand\",\n      \"onset_cue\": \"hand moves book towards bag opening\",\n      \"target_match\": \"putting something into something\",\n      \"completion_evidence\": \"book disappears into the black bag at t=3.25s\",\n      \"reset_before_next\": \"hand withdraws empty at t=3.50s\"\n    },\n    {\n      \"cycle_index\": 2,\n      \"previous_cycle_index\": 1,\n      \"source_proposal_indices\": [],\n      \"onset_t\": 5.00,\n      \"completion_t\": 5.25,\n      \"actor\": \"hand\",\n      \"object\": \"third book\",\n      \"prior_state\": \"book held in hand\",\n      \"onset_cue\": \"hand moves book towards bag opening\",\n      \"target_match\": \"putting something into something\",\n      \"completion_evidence\": \"book disappears into the black bag at t=5.25s\",\n      \"reset_before_next\": \"hand withdraws empty at t=5.50s\"\n    },\n    {\n      \"cycle_index\": 3,\n      \"previous_cycle_index\": 2,\n      \"source_proposal_indices\": [],\n      \"onset_t\": 6.00,\n      \"completion_t\": 6.25,\n      \"actor\": \"hand\",\n      \"object\": \"fourth book\",\n      \"prior_state\": \"book held in hand\",\n      \"onset_cue\": \"hand moves book towards bag opening\",\n      \"target_match\": \"putting something into something\",\n      \"completion_evidence\": \"book disappears into the black bag at t=6.25s\",\n      \"reset_before_next\": \"hand withdraws empty at t=6.50s\"\n    }\n  ],\n  \"rejected_or_missing_notes\": [\n    \"Proposals P0-P3 are rejected because they describe placing books on a table, which contradicts the visual evidence of books being inserted into a bag.\",\n    \"The video shows a repetitive pattern: the hand places a book on the table (distractor action) and then immediately inserts a book into the bag (target action). The proposals captured the distractor action.\",\n    \"The actual target cycles occur in the gaps between the proposal intervals: [1.50-1.75], [3.00-3.25], [5.00-5.25], and [6.00-6.25].\"\n  ]\n}",
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-                "action": "delete",
-                "merge_with": null,
-                "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto a stack on the table. At t=0.75s, the book is clearly resting on the table surface, not inside a container."
-              },
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-                "proposal_index": 1,
-                "action": "delete",
-                "merge_with": null,
-                "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=2.25s, the book is clearly resting on the table surface."
-              },
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-                "action": "delete",
-                "merge_with": null,
-                "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=4.50s, the book is clearly resting on the table surface."
-              },
-              {
-                "proposal_index": 3,
-                "action": "delete",
-                "merge_with": null,
-                "pixel_reason": "The proposal claims the object is put into a bag, but the video shows the hand placing a book onto the stack on the table. At t=6.25s, the book is clearly resting on the table surface."
-              }
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-                "completion_t": 1.75,
-                "actor": "hand",
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-                "prior_state": "book held in hand",
-                "onset_cue": "hand moves book towards bag opening",
-                "target_match": "putting something into something",
-                "completion_evidence": "book disappears into the black bag at t=1.75s",
-                "reset_before_next": "hand withdraws empty at t=2.00s"
-              },
-              {
-                "cycle_index": 1,
-                "previous_cycle_index": 0,
-                "source_proposal_indices": [],
-                "onset_t": 3.0,
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-                "actor": "hand",
-                "object": "second book",
-                "prior_state": "book held in hand",
-                "onset_cue": "hand moves book towards bag opening",
-                "target_match": "putting something into something",
-                "completion_evidence": "book disappears into the black bag at t=3.25s",
-                "reset_before_next": "hand withdraws empty at t=3.50s"
-              },
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-                "cycle_index": 2,
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-                "source_proposal_indices": [],
-                "onset_t": 5.0,
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-                "actor": "hand",
-                "object": "third book",
-                "prior_state": "book held in hand",
-                "onset_cue": "hand moves book towards bag opening",
-                "target_match": "putting something into something",
-                "completion_evidence": "book disappears into the black bag at t=5.25s",
-                "reset_before_next": "hand withdraws empty at t=5.50s"
-              },
-              {
-                "cycle_index": 3,
-                "previous_cycle_index": 2,
-                "source_proposal_indices": [],
-                "onset_t": 6.0,
-                "completion_t": 6.25,
-                "actor": "hand",
-                "object": "fourth book",
-                "prior_state": "book held in hand",
-                "onset_cue": "hand moves book towards bag opening",
-                "target_match": "putting something into something",
-                "completion_evidence": "book disappears into the black bag at t=6.25s",
-                "reset_before_next": "hand withdraws empty at t=6.50s"
-              }
-            ],
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-              "Proposals P0-P3 are rejected because they describe placing books on a table, which contradicts the visual evidence of books being inserted into a bag.",
-              "The video shows a repetitive pattern: the hand places a book on the table (distractor action) and then immediately inserts a book into the bag (target action). The proposals captured the distractor action.",
-              "The actual target cycles occur in the gaps between the proposal intervals: [1.50-1.75], [3.00-3.25], [5.00-5.25], and [6.00-6.25]."
-            ]
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-      "cycle_hint": "Define one occurrence by a decisive completion/result and a reset before the next occurrence. Each separately fastened button is one cycle; do not collapse the whole garment-buttoning sequence into one action.",
-      "video_meta": {
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-          "response": "<think>\n\n</think>\n\n{\n  \"proposal_reviews\": [\n    {\n      \"proposal_index\": 0,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the actor buttons the bottom button, but visual evidence from t=1.25s to t=2.75s shows the hands grasping and manipulating the placket at the mid-torso level (approx. 4th button from bottom). The bottom button remains unfastened and out of hand contact during this interval.\"\n    },\n    {\n      \"proposal_index\": 1,\n      \"action\": \"MERGE\",\n      \"merge_with\": 0,\n      \"pixel_reason\": \"This proposal describes the same continuous action as P0. The hands are manipulating the same mid-torso button throughout the interval [1.25, 3.50]. The 'reset' described at 2.75s is merely a micro-adjustment of grip, not a completion of the cycle. The button is not released until t=3.00s.\"\n    },\n    {\n      \"proposal_index\": 2,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the actor buttons the top button then moves downward. Visual evidence shows the actor grasping the top placket at t=3.50s and remaining in that position, manipulating the same button, until t=9.75s. There is no downward movement or reset to the mid-torso button within this interval.\"\n    },\n    {\n      \"proposal_index\": 3,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the actor buttons the mid-torso button. Visual evidence from t=9.75s to t=12.50s shows the hands grasping and manipulating the placket at the bottom-most button level. The mid-torso button is already fastened and untouched.\"\n    },\n    {\n      \"proposal_index\": 4,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the actor buttons the bottom button. Visual evidence from t=12.50s to t=14.97s shows the hands grasping and manipulating the placket at the mid-torso level (the same button as P0/P1). The bottom button is already fastened.\"\n    }\n  ],\n  \"final_cycles\": [\n    {\n      \"cycle_index\": 0,\n      \"previous_cycle_index\": null,\n      \"source_proposal_indices\": [0, 1],\n      \"onset_t\": 1.25,\n      \"completion_t\": 3.00,\n      \"actor\": \"person\",\n      \"object\": \"mid-torso shirt button\",\n      \"prior_state\": \"unbuttoned\",\n      \"onset_cue\": \"hands grasp mid-torso placket\",\n      \"target_match\": \"true\",\n      \"completion_evidence\": \"hands release placket and move upward at t=3.00s\",\n      \"reset_before_next\": \"hands move to top button\"\n    },\n    {\n      \"cycle_index\": 1,\n      \"previous_cycle_index\": 0,\n      \"source_proposal_indices\": [2],\n      \"onset_t\": 3.50,\n      \"completion_t\": 9.75,\n      \"actor\": \"person\",\n      \"object\": \"top shirt button\",\n      \"prior_state\": \"unbuttoned\",\n      \"onset_cue\": \"hands grasp top placket\",\n      \"target_match\": \"true\",\n      \"completion_evidence\": \"hands release placket and move downward at t=9.75s\",\n      \"reset_before_next\": \"hands move to bottom button\"\n    },\n    {\n      \"cycle_index\": 2,\n      \"previous_cycle_index\": 1,\n      \"source_proposal_indices\": [3],\n      \"onset_t\": 9.75,\n      \"completion_t\": 12.50,\n      \"actor\": \"person\",\n      \"object\": \"bottom shirt button\",\n      \"prior_state\": \"unbuttoned\",\n      \"onset_cue\": \"hands grasp bottom placket\",\n      \"target_match\": \"true\",\n      \"completion_evidence\": \"hands release placket and move upward at t=12.50s\",\n      \"reset_before_next\": \"hands move to mid-torso button\"\n    },\n    {\n      \"cycle_index\": 3,\n      \"previous_cycle_index\": 2,\n      \"source_proposal_indices\": [4],\n      \"onset_t\": 12.50,\n      \"completion_t\": 14.97,\n      \"actor\": \"person\",\n      \"object\": \"mid-torso shirt button\",\n      \"prior_state\": \"unbuttoned\",\n      \"onset_cue\": \"hands grasp mid-torso placket\",\n      \"target_match\": \"true\",\n      \"completion_evidence\": \"hands release placket, shirt fully buttoned\",\n      \"reset_before_next\": \"end of visible video\"\n    }\n  ],\n  \"rejected_or_missing_notes\": [\n    \"P0 and P1 are merged because they describe a single continuous attempt at the mid-torso button (t=1.25-3.00).\",\n    \"P2 is corrected to reflect a single long-duration cycle for the top button (t=3.50-9.75) rather than a sequence of movements.\",\n    \"P3 is corrected to identify the object as the bottom button, not mid-torso.\",\n    \"P4 is corrected to identify the object as the mid-torso button (re-buttoning/adjusting), not the bottom button.\"\n  ]\n}",
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-          "response": "<think>\n\n</think>\n\n{\n  \"proposal_reviews\": [\n    {\n      \"proposal_index\": 0,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the object is the 'bottom shirt button', but visual evidence at t=1.25s shows the hands grasping the placket at the mid-torso level. The bottom button is already fastened (visible at t=0.00s). This proposal misidentifies the object and onset.\"\n    },\n    {\n      \"proposal_index\": 1,\n      \"action\": \"MERGE\",\n      \"merge_with\": 0,\n      \"pixel_reason\": \"This proposal describes the same continuous action as P0. The hands are manipulating the mid-torso button from t=1.25s through t=2.75s. P0 and P1 are split segments of the same cycle.\"\n    },\n    {\n      \"proposal_index\": 2,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the completion involves moving 'downward to mid-torso button'. Visual evidence at t=9.75s shows the hands moving downward to the mid-torso button, but the action at t=3.50s-t=9.75s is a single continuous attempt to fasten the top button. The proposal incorrectly splits this long duration into a cycle that ends with a reset to a previous button, which is actually a transition to the next cycle.\"\n    },\n    {\n      \"proposal_index\": 3,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the object is the 'mid-torso shirt button' and the interval is [9.75, 12.50]. However, the hands are already at the mid-torso button at t=9.75s (continuation from P2's end). The actual fastening of the mid-torso button occurs here, but the proposal's onset is late (mid-action) and the completion at 12.50s is actually the start of the bottom button. This is a misaligned segment of the mid-torso cycle.\"\n    },\n    {\n      \"proposal_index\": 4,\n      \"action\": \"DELETE\",\n      \"merge_with\": null,\n      \"pixel_reason\": \"The proposal claims the object is the 'bottom shirt button' and the interval is [12.50, 14.97]. Visual evidence at t=12.50s shows the hands grasping the bottom placket. This is a valid cycle, but the proposal text is the only one that correctly identifies the object for this time range. However, looking at the previous proposals, P0/P1 were mid-torso, P2 was top, P3 was mid-torso (re-do?). Let's re-evaluate the sequence. \\n\\nSequence Analysis:\\n1. t=0.00-1.00: Shirt is open. Bottom button is fastened? No, at t=0.00 the shirt is open. At t=1.25, hands are at mid-torso. Wait, looking closely at t=0.00, the shirt is open. At t=1.25, the hands are at the mid-torso. The bottom button is NOT fastened. The hands are actually fastening the bottom button? No, the hands are too high. \\n\\nLet's look at the buttons. There are 3 visible buttons. \\nAt t=1.25, hands are at the lowest visible button (bottom). \\nAt t=2.75, hands move up. \\nAt t=3.50, hands are at the middle button. \\nAt t=9.75, hands move down to the middle button? No, at t=9.75 hands are at the middle button. \\nAt t=12.50, hands are at the bottom button. \\n\\nCorrection: \\nCycle 1: Bottom button. Onset ~1.25. Completion ~2.75. \\nCycle 2: Mid-torso button. Onset ~3.50. Completion ~9.75. \\nCycle 3: Top button? No, at t=9.75 hands go to mid-torso. \\nCycle 4: Mid-torso button (again?). Onset ~9.75. Completion ~12.50. \\nCycle 5: Bottom button (again?). Onset ~12.50. Completion ~14.97. \\n\\nThe proposals are messy. \\nP0 (1.25-2.75) is Bottom Button. KEEP. \\nP1 (2.75-3.50) is transition. DELETE. \\nP2 (3.50-9.75) is Mid-torso Button. KEEP. \\nP3 (9.75-12.50) is Mid-torso Button (re-do/adjustment). KEEP. \\nP4 (12.50-14.97) is Bottom Button (re-do/adjustment). KEEP. \\n\\nWait, the prompt says 'buttoning up a button'. Each separately fastened button is one cycle. \\nLet's re-examine P0. P0 says 'bottom shirt button'. At t=1.25, hands are at the bottom button. At t=2.75, hands move up. This is a valid cycle. \\nP1 says 'mid-torso shirt button'. Interval 2.75-3.50. This is just the transition. DELETE. \\nP2 says 'top shirt button'. Interval 3.50-9.75. At t=3.50, hands are at the mid-torso button. They stay there until t=9.75. This is the mid-torso button, not the top. DELETE (wrong object). \\nP3 says 'mid-torso shirt button'. Interval 9.75-12.50. At t=9.75, hands are at the mid-torso button. They finish and move down. This is a valid cycle for the mid-torso button. KEEP. \\nP4 says 'bottom shirt button'. Interval 12.50-14.97. At t=12.50, hands are at the bottom button. This is a valid cycle. KEEP. \\n\\nSo: \\nP0: KEEP (Bottom button). \\nP1: DELETE (Transition). \\nP2: DELETE (Wrong object, it's mid-torso, not top). \\nP3: KEEP (Mid-torso button). \\nP4: KEEP (Bottom button). \\n\\nWait, did they button the top button? \\nAt t=3.50, hands are at mid-torso. \\nAt t=9.75, hands move down to mid-torso? No, at t=9.75 hands are at mid-torso. \\nAt t=12.50, hands are at bottom. \\n\\nIt seems the person buttoned the bottom button (P0), then the mid-torso button (P3), then the bottom button again (P4)? Or maybe P2 was the top button but the hands were obscured? \\nAt t=3.50, the hands are clearly at the mid-torso level. The top button is higher. The hands never go to the top button in the visible frames. \\n\\nSo the cycles are: \\n1. Bottom button (P0). \\n2. Mid-torso button (P3). \\n3. Bottom button (P4). \\n\\nP1 is transition. P2 is mislabeled (says top, is mid-torso, but overlaps with P3?). \\nP2 is 3.50-9.75. P3 is 9.75-12.50. \\nAt t=3.50, hands are at mid-torso. They stay there. At t=9.75, they move down. \\nSo P2 is the mid-torso button. P3 is... what? \\nAt t=9.75, hands are at mid-torso. At t=10.00, hands are at mid-torso. At t=12.50, hands are at bottom. \\nSo P2 (3.50-9.75) is the mid-torso button. \\nP3 (9.75-12.50) is the transition from mid-torso to bottom? Or is it a re-do of the mid-torso? \\nAt t=9.75, the hands are still at the mid-torso button. They seem to be finishing it. Then they move down. \\nSo P2 is the mid-torso button. P3 is the transition. \\nP4 is the bottom button. \\n\\nLet's re-read P2. 'top shirt button'. This is false. It is the mid-torso button. \\nLet's re-read P3. 'mid-torso shirt button'. This is false. It is the transition to the bottom button. \\n\\nSo: \\nP0: KEEP (Bottom button). \\nP1: DELETE (Transition). \\nP2: KEEP (Mid-torso button, despite wrong label 'top'). \\nP3: DELETE (Transition). \\nP4: KEEP (Bottom button). \\n\\nWait, P0 is 1.25-2.75. P2 is 3.50-9.75. P4 is 12.50-14.97. \\nThis leaves gaps: 2.75-3.50 (P1) and 9.75-12.50 (P3). \\nThese gaps are transitions. \\n\\nSo the final cycles are P0, P2, P4. \\nP0: Bottom button. \\nP2: Mid-torso button. \\nP4: Bottom button. \\n\\nWhy did they button the bottom button twice? \\nAt t=1.25, they button the bottom button. \\nAt t=12.50, they button the bottom button again. \\nMaybe the first time they didn't finish? \\nAt t=2.75, the bottom button looks fastened. \\nAt t=12.50, they are fiddling with it again. \\n\\nSo the cycles are: \\n1. Bottom button (P0). \\n2. Mid-torso button (P2). \\n3. Bottom button (P4). \\n\\nP1 and P3 are transitions. \\n\\nFinal check: \\nP0: KEEP. \\nP1: DELETE. \\nP2: KEEP. \\nP3: DELETE. \\nP4: KEEP. \\n\\nWait, P2 says 'top shirt button'. I must correct the object in the final cycle. \\nP2 is the mid-torso button. \\n\\nSo: \\nCycle 0: P0 (Bottom button). \\nCycle 1: P2 (Mid-torso button). \\nCycle 2: P4 (Bottom button). \\n\\nP1 and P3 are deleted. \\n\\nOne more check: Is there a top button cycle? \\nThe hands never go to the top button. The top button remains unbuttoned. \\n\\nSo the proposals are: \\nP0: KEEP. \\nP1: DELETE. \\nP2: KEEP. \\nP3: DELETE. \\nP4: KEEP. \\n\\nWait, P2 is 3.50-9.75. P3 is 9.75-12.50. \\nAt t=9.75, the hands are at the mid-torso button. They move down. \\nSo P2 is the mid-torso button. P3 is the transition. \\n\\nCorrect. \\n\\nFinal JSON structure: \\nproposal_reviews: \\n- P0: KEEP \\n- P1: DELETE \\n- P2: KEEP \\n- P3: DELETE \\n- P4: KEEP \\n\\nfinal_cycles: \\n- Cycle 0: P0 \\n- Cycle 1: P2 \\n- Cycle 2: P4 \\n\\nrejected_or_missing_notes: \\n- P1 is transition. \\n- P3 is transition. \\n- No top button cycle. \\n\"\n  }\n  ]\n}",
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-      "selected_count": 2,
-      "route": "baseline_unpromoted_activity",
-      "baseline_correct": 1,
-      "candidate_correct": 1,
-      "transition": "correct_to_correct"
-    },
-    {
-      "id": "1632_1",
-      "activity": "throw discus",
-      "gt": 0,
-      "baseline_count": 0,
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-      "selected_count": 0,
-      "route": "baseline_zero_protection",
-      "baseline_correct": 1,
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-      "activity": "throw discus",
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-      "route": "hint_candidate",
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-      "transition": "wrong_to_correct"
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-    {
-      "id": "1632_16",
-      "activity": "throw discus",
-      "gt": 6,
-      "baseline_count": 5,
-      "raw_hint_count": 6,
-      "selected_count": 6,
-      "route": "hint_candidate",
-      "baseline_correct": 0,
-      "candidate_correct": 1,
-      "transition": "wrong_to_correct"
-    },
-    {
-      "id": "1632_18",
-      "activity": "throw discus",
-      "gt": 6,
-      "baseline_count": 6,
-      "raw_hint_count": 6,
-      "selected_count": 6,
-      "route": "hint_candidate",
-      "baseline_correct": 1,
-      "candidate_correct": 1,
-      "transition": "correct_to_correct"
-    },
-    {
-      "id": "1637_0",
-      "activity": "volleyball spiking",
-      "gt": 0,
-      "baseline_count": 0,
-      "raw_hint_count": 0,
-      "selected_count": 0,
-      "route": "baseline_unpromoted_activity",
-      "baseline_correct": 1,
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-      "transition": "correct_to_correct"
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-      "id": "1637_12",
-      "activity": "volleyball spiking",
-      "gt": 9,
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-      "selected_count": 9,
-      "route": "baseline_unpromoted_activity",
-      "baseline_correct": 1,
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-      "transition": "correct_to_correct"
-    },
-    {
-      "id": "1637_13",
-      "activity": "volleyball spiking",
-      "gt": 9,
-      "baseline_count": 10,
-      "raw_hint_count": 10,
-      "selected_count": 10,
-      "route": "baseline_unpromoted_activity",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1637_14",
-      "activity": "volleyball spiking",
-      "gt": 9,
-      "baseline_count": 7,
-      "raw_hint_count": 8,
-      "selected_count": 7,
-      "route": "baseline_unpromoted_activity",
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-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1577_2",
-      "activity": "lifting something and placing it back down",
-      "gt": 3,
-      "baseline_count": 8,
-      "raw_hint_count": 5,
-      "selected_count": 8,
-      "route": "baseline_unpromoted_activity",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
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-    {
-      "id": "1577_3",
-      "activity": "lifting something and placing it back down",
-      "gt": 4,
-      "baseline_count": 10,
-      "raw_hint_count": 10,
-      "selected_count": 10,
-      "route": "baseline_unpromoted_activity",
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-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
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-      "selected_count": 10,
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-      "transition": "wrong_to_wrong"
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-      "id": "1577_6",
-      "activity": "lifting something and placing it back down",
-      "gt": 6,
-      "baseline_count": 10,
-      "raw_hint_count": 10,
-      "selected_count": 10,
-      "route": "baseline_unpromoted_activity",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
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-}
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+size 10915

optimization/analysis/iter28_rec_hint_only_dev32.json

@@ -1,1557 +1,3 @@
-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/dev.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/dev.manifest.json",
-  "source_trajectory_dir": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260719_213446_qwen36_27b_agent_forward_full_continuous_nothink_shared/trajectories",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.1,
-  "sports_cycle_version": 0,
-  "output_schema": "simple_timestamp_evidence_ledger",
-  "runner_code_sha256": "ac2d7d45576e89bca55a049539c3d0c6c5c00a603023edccc8d9113e5aac3904",
-  "summary": {
-    "coverage": 32,
-    "valid": 32,
-    "baseline_correct": 10,
-    "candidate_correct": 7,
-    "gain": 2,
-    "loss": 5,
-    "net": -3,
-    "activities_positive_net": 1,
-    "activities_negative_net": 4,
-    "task_label_tokens_in_prompts": 0
-  },
-  "activities": [
-    {
-      "activity": "cricket bowling",
-      "coverage": 4,
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 0,
-      "net": 0
-    },
-    {
-      "activity": "cricket shot",
-      "coverage": 4,
-      "baseline_correct": 2,
-      "candidate_correct": 2,
-      "gain": 0,
-      "loss": 0,
-      "net": 0
-    },
-    {
-      "activity": "hitting something against/with something",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 1,
-      "net": -1
-    },
-    {
-      "activity": "javelin throw",
-      "coverage": 4,
-      "baseline_correct": 2,
-      "candidate_correct": 1,
-      "gain": 0,
-      "loss": 1,
-      "net": -1
-    },
-    {
-      "activity": "lifting something and placing it back down",
-      "coverage": 4,
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 0,
-      "net": 0
-    },
-    {
-      "activity": "shotput",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 1,
-      "net": -1
-    },
-    {
-      "activity": "throw discus",
-      "coverage": 4,
-      "baseline_correct": 2,
-      "candidate_correct": 3,
-      "gain": 2,
-      "loss": 1,
-      "net": 1
-    },
-    {
-      "activity": "volleyball spiking",
-      "coverage": 4,
-      "baseline_correct": 2,
-      "candidate_correct": 1,
-      "gain": 0,
-      "loss": 1,
-      "net": -1
-    }
-  ],
-  "rows": [
-    {
-      "id": "1617_0",
-      "activity": "shotput",
-      "gt": 0,
-      "baseline_count": 0,
-      "baseline_correct": 1,
-      "selection_reason": "correct_protection",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 1,
-      "candidate_correct": 0,
-      "transition": "correct_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        4.97
-      ],
-      "segments": [
-        {
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-          "segmented": false,
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-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n\t{\"t\": 4.97, \"e\": \"The shot put is released from the athlete's hand.\"}\n]\n```",
-              "parsed": [
-                4.97
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1617_1",
-      "activity": "shotput",
-      "gt": 0,
-      "baseline_count": 3,
-      "baseline_correct": 0,
-      "selection_reason": "gt_zero",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 2,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
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-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 11.0, \"e\": \"shotput\"},\n  {\"t\": 29.0, \"e\": \"shotput\"}\n]\n```",
-              "parsed": [
-                11.0,
-                29.0
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1617_12",
-      "activity": "shotput",
-      "gt": 5,
-      "baseline_count": 7,
-      "baseline_correct": 0,
-      "selection_reason": "over",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 7,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
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-        80.0
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-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 10.0, \"e\": \"shot flies through the air\"},\n  {\"t\": 16.0, \"e\": \"shot flies through the air\"},\n  {\"t\": 33.0, \"e\": \"shot flies through the air\"},\n  {\"t\": 40.0, \"e\": \"shot flies through the air\"},\n  {\"t\": 44.0, \"e\": \"shot flies through the air\"},\n  {\"t\": 52.0, \"e\": \"shot flies through the air\"},\n  {\"t\": 80.0, \"e\": \"shot flies through the air\"}\n]\n```",
-              "parsed": [
-                10.0,
-                16.0,
-                33.0,
-                40.0,
-                44.0,
-                52.0,
-                80.0
-              ]
-            }
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-        }
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-    },
-    {
-      "id": "1617_4",
-      "activity": "shotput",
-      "gt": 2,
-      "baseline_count": 1,
-      "baseline_correct": 0,
-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 7,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
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-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 11.0, \"e\": \"Shot released\"},\n  {\"t\": 19.0, \"e\": \"Shot released\"},\n  {\"t\": 43.0, \"e\": \"Shot released\"},\n  {\"t\": 51.0, \"e\": \"Shot released\"},\n  {\"t\": 58.0, \"e\": \"Shot released\"},\n  {\"t\": 65.0, \"e\": \"Shot released\"},\n  {\"t\": 69.0, \"e\": \"Shot released\"}\n]\n```",
-              "parsed": [
-                11.0,
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-                51.0,
-                58.0,
-                65.0,
-                69.0
-              ]
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-    },
-    {
-      "id": "1599_1",
-      "activity": "javelin throw",
-      "gt": 0,
-      "baseline_count": 0,
-      "baseline_correct": 1,
-      "selection_reason": "gt_zero",
-      "cycle_hint": "One occurrence is one complete javelin attempt, counted ONLY when the javelin visibly separates from the thrower's hand after run-up/plant/arm drive. Preparation, coaching demonstration without an actual javelin release, repeated views, follow-through, flight/landing, measurement, celebration, replay, ball throw, and discus are not new occurrences. A new occurrence requires a new setup or subject and a new javelin release.",
-      "final_count": 0,
-      "candidate_correct": 1,
-      "transition": "correct_to_correct",
-      "failed": false,
-      "merged_timestamps": [],
-      "segments": [
-        {
-          "index": 0,
-          "count": 1,
-          "start_t": 0.0,
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-          "frame_count": 121,
-          "prompt_sha256": "31f13323fafdf192387eec9d985125a79b1c1e7547ad6753499bff1aa9cd1ac2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n[]",
-              "parsed": []
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1599_22",
-      "activity": "javelin throw",
-      "gt": 7,
-      "baseline_count": 6,
-      "baseline_correct": 0,
-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one complete javelin attempt, counted ONLY when the javelin visibly separates from the thrower's hand after run-up/plant/arm drive. Preparation, coaching demonstration without an actual javelin release, repeated views, follow-through, flight/landing, measurement, celebration, replay, ball throw, and discus are not new occurrences. A new occurrence requires a new setup or subject and a new javelin release.",
-      "final_count": 8,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        12.0,
-        18.0,
-        23.0,
-        27.0,
-        46.0,
-        52.0,
-        56.0,
-        64.0
-      ],
-      "segments": [
-        {
-          "index": 0,
-          "count": 1,
-          "start_t": 0.0,
-          "end_t": 0.0,
-          "segmented": false,
-          "frame_count": 157,
-          "prompt_sha256": "31f13323fafdf192387eec9d985125a79b1c1e7547ad6753499bff1aa9cd1ac2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 12.0, \"e\": \"javelin released\"},\n  {\"t\": 18.0, \"e\": \"javelin released\"},\n  {\"t\": 23.0, \"e\": \"javelin released\"},\n  {\"t\": 27.0, \"e\": \"javelin released\"},\n  {\"t\": 46.0, \"e\": \"javelin released\"},\n  {\"t\": 52.0, \"e\": \"javelin released\"},\n  {\"t\": 56.0, \"e\": \"javelin released\"},\n  {\"t\": 64.0, \"e\": \"javelin released\"}\n]\n```",
-              "parsed": [
-                12.0,
-                18.0,
-                23.0,
-                27.0,
-                46.0,
-                52.0,
-                56.0,
-                64.0
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1599_25",
-      "activity": "javelin throw",
-      "gt": 8,
-      "baseline_count": 8,
-      "baseline_correct": 1,
-      "selection_reason": "correct_protection",
-      "cycle_hint": "One occurrence is one complete javelin attempt, counted ONLY when the javelin visibly separates from the thrower's hand after run-up/plant/arm drive. Preparation, coaching demonstration without an actual javelin release, repeated views, follow-through, flight/landing, measurement, celebration, replay, ball throw, and discus are not new occurrences. A new occurrence requires a new setup or subject and a new javelin release.",
-      "final_count": 10,
-      "candidate_correct": 0,
-      "transition": "correct_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        12.0,
-        18.0,
-        23.0,
-        27.0,
-        46.0,
-        52.0,
-        56.0,
-        64.0,
-        73.0,
-        82.0
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-          "prompt_sha256": "31f13323fafdf192387eec9d985125a79b1c1e7547ad6753499bff1aa9cd1ac2",
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-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n\t{\"t\": 12.0, \"e\": \"javelin released\"},\n\t{\"t\": 18.0, \"e\": \"javelin released\"},\n\t{\"t\": 23.0, \"e\": \"javelin released\"},\n\t{\"t\": 27.0, \"e\": \"javelin released\"},\n\t{\"t\": 46.0, \"e\": \"javelin released\"},\n\t{\"t\": 52.0, \"e\": \"javelin released\"},\n\t{\"t\": 56.0, \"e\": \"javelin released\"},\n\t{\"t\": 64.0, \"e\": \"javelin released\"},\n\t{\"t\": 73.0, \"e\": \"javelin released\"},\n\t{\"t\": 82.0, \"e\": \"javelin released\"}\n]\n```",
-              "parsed": [
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-    {
-      "id": "1599_32",
-      "activity": "javelin throw",
-      "gt": 9,
-      "baseline_count": 10,
-      "baseline_correct": 0,
-      "selection_reason": "over",
-      "cycle_hint": "One occurrence is one complete javelin attempt, counted ONLY when the javelin visibly separates from the thrower's hand after run-up/plant/arm drive. Preparation, coaching demonstration without an actual javelin release, repeated views, follow-through, flight/landing, measurement, celebration, replay, ball throw, and discus are not new occurrences. A new occurrence requires a new setup or subject and a new javelin release.",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 11.0, \"e\": \"javelin released\"},\n  {\"t\": 16.0, \"e\": \"javelin released\"},\n  {\"t\": 20.0, \"e\": \"javelin released\"},\n  {\"t\": 24.0, \"e\": \"javelin released\"},\n  {\"t\": 41.0, \"e\": \"javelin released\"},\n  {\"t\": 50.0, \"e\": \"javelin released\"},\n  {\"t\": 56.0, \"e\": \"javelin released\"},\n  {\"t\": 64.0, \"e\": \"javelin released\"},\n  {\"t\": 72.0, \"e\": \"javelin released\"},\n  {\"t\": 76.0, \"e\": \"javelin released\"}\n]\n```",
-              "parsed": [
-                11.0,
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-    {
-      "id": "1626_10",
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-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is one bowler delivery, counted ONLY when the ball visibly separates from the BOWLER'S hand after the run-up and delivery stride. The same delivery's bounce, batsman contact/swing, fielding, follow-through, celebration, repeated view, replay, and other throws are not bowling occurrences. A new occurrence requires a new delivery setup/run-up and a new bowler release.",
-      "final_count": 4,
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 1.17,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 17.27,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 31.77,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 56.77,\n    \"e\": \"Bowler releases ball\"\n  }\n]\n```",
-              "parsed": [
-                1.17,
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-      "id": "1626_11",
-      "activity": "cricket bowling",
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-            {
-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 1.8, \"e\": \"Bowler releases ball, batsman hits it.\"},\n\t{\"t\": 17.8, \"e\": \"Bowler releases ball, batsman hits it for a boundary.\"},\n\t{\"t\": 32.8, \"e\": \"Bowler releases ball, batsman hits it for a six.\"},\n\t{\"t\": 56.8, \"e\": \"Bowler releases ball, batsman hits it for a boundary.\"}\n]",
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-      "id": "1626_12",
-      "activity": "cricket bowling",
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-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is one bowler delivery, counted ONLY when the ball visibly separates from the BOWLER'S hand after the run-up and delivery stride. The same delivery's bounce, batsman contact/swing, fielding, follow-through, celebration, repeated view, replay, and other throws are not bowling occurrences. A new occurrence requires a new delivery setup/run-up and a new bowler release.",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 1.00,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 11.00,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 23.00,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 31.00,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 48.00,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 56.00,\n    \"e\": \"Bowler releases ball\"\n  },\n  {\n    \"t\": 78.00,\n    \"e\": \"Bowler releases ball\"\n  }\n]\n```",
-              "parsed": [
-                1.0,
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-    {
-      "id": "1626_19",
-      "activity": "cricket bowling",
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-      "baseline_count": 10,
-      "baseline_correct": 0,
-      "selection_reason": "over",
-      "cycle_hint": "One occurrence is one bowler delivery, counted ONLY when the ball visibly separates from the BOWLER'S hand after the run-up and delivery stride. The same delivery's bounce, batsman contact/swing, fielding, follow-through, celebration, repeated view, replay, and other throws are not bowling occurrences. A new occurrence requires a new delivery setup/run-up and a new bowler release.",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 1.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  },\n  {\n    \"t\": 17.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  },\n  {\n    \"t\": 23.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  },\n  {\n    \"t\": 37.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  },\n  {\n    \"t\": 43.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  },\n  {\n    \"t\": 59.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  },\n  {\n    \"t\": 70.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  },\n  {\n    \"t\": 81.0,\n    \"e\": \"Bowler releases ball, batsman hits it for a six.\"\n  }\n]\n```",
-              "parsed": [
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-      "id": "1581_4",
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-      "selection_reason": "correct_protection",
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-      "final_count": 6,
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-            {
-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 7.25, \"e\": \"marker hits paper\"},\n\t{\"t\": 7.75, \"e\": \"marker hits paper\"},\n\t{\"t\": 8.25, \"e\": \"marker hits paper\"},\n\t{\"t\": 8.75, \"e\": \"marker hits paper\"},\n\t{\"t\": 9.25, \"e\": \"pencil hits paper\"},\n\t{\"t\": 9.75, \"e\": \"pencil hits paper\"}\n]",
-              "parsed": [
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-    {
-      "id": "1581_6",
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-      "selection_reason": "over",
-      "cycle_hint": "Each distinct visible impact/contact of the target object, hand, or tool against another object is one occurrence. Rapid impacts count separately only when contact is followed by visible separation or retraction before the next impact. Reaching, grasping, static touching, holding, hovering, a swing without contact, and repeated frames of one impact are not occurrences.",
-      "final_count": 9,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
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-            {
-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 13.0, \"e\": \"Marker hits paper\"},\n\t{\"t\": 14.0, \"e\": \"Marker hits paper\"},\n\t{\"t\": 15.0, \"e\": \"Marker hits paper\"},\n\t{\"t\": 16.0, \"e\": \"Marker hits paper\"},\n\t{\"t\": 17.0, \"e\": \"Marker hits paper\"},\n\t{\"t\": 18.0, \"e\": \"Pencil hits paper\"},\n\t{\"t\": 19.0, \"e\": \"Pencil hits paper\"},\n\t{\"t\": 20.0, \"e\": \"Pencil hits paper\"},\n\t{\"t\": 21.0, \"e\": \"Pencil hits paper\"}\n]",
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-    },
-    {
-      "id": "1581_7",
-      "activity": "hitting something against/with something",
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-      "baseline_count": 2,
-      "baseline_correct": 0,
-      "selection_reason": "additional_wrong",
-      "cycle_hint": "Each distinct visible impact/contact of the target object, hand, or tool against another object is one occurrence. Rapid impacts count separately only when contact is followed by visible separation or retraction before the next impact. Reaching, grasping, static touching, holding, hovering, a swing without contact, and repeated frames of one impact are not occurrences.",
-      "final_count": 1,
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 14.0,\n    \"e\": \"hitting paper against paper\"\n  }\n]\n```",
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-    {
-      "id": "1581_9",
-      "activity": "hitting something against/with something",
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-      "baseline_count": 5,
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-      "selection_reason": "under",
-      "cycle_hint": "Each distinct visible impact/contact of the target object, hand, or tool against another object is one occurrence. Rapid impacts count separately only when contact is followed by visible separation or retraction before the next impact. Reaching, grasping, static touching, holding, hovering, a swing without contact, and repeated frames of one impact are not occurrences.",
-      "final_count": 10,
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-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 14.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 15.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 16.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 17.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 18.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 19.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 20.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 21.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 22.0, \"e\": \"Hitting the marker against the table\"},\n  {\"t\": 23.0, \"e\": \"Hitting the marker against the table\"}\n]\n```",
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-      "cycle_hint": "One occurrence is one batsman shot attempt, counted at the distinct bat-swing contact/decisive pass through the ball. Bowler release, run-up, ball bounce, preparation stance, shadow practice, static bat holding, follow-through frames, running, fielding, celebration, and replay of the same shot are not new occurrences. A new occurrence requires a reset/new delivery and a new batsman swing.",
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-      "selection_reason": "over",
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-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 2.24, \"e\": \"Batsman swings bat and hits ball\"},\n\t{\"t\": 14.24, \"e\": \"Batsman swings bat and hits ball\"},\n\t{\"t\": 27.24, \"e\": \"Batsman swings bat and hits ball\"},\n\t{\"t\": 43.24, \"e\": \"Batsman swings bat and hits ball\"},\n\t{\"t\": 50.24, \"e\": \"Batsman swings bat and hits ball\"},\n\t{\"t\": 60.24, \"e\": \"Batsman swings bat and hits ball\"}\n]",
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-      "activity": "cricket shot",
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-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one batsman shot attempt, counted at the distinct bat-swing contact/decisive pass through the ball. Bowler release, run-up, ball bounce, preparation stance, shadow practice, static bat holding, follow-through frames, running, fielding, celebration, and replay of the same shot are not new occurrences. A new occurrence requires a reset/new delivery and a new batsman swing.",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 16.25,\n    \"e\": \"Batsman swings and misses the ball.\"\n  },\n  {\n    \"t\": 25.5,\n    \"e\": \"Batsman swings and misses the ball.\"\n  },\n  {\n    \"t\": 36.5,\n    \"e\": \"Batsman swings and misses the ball.\"\n  },\n  {\n    \"t\": 47.5,\n    \"e\": \"Batsman swings and misses the ball.\"\n  },\n  {\n    \"t\": 58.5,\n    \"e\": \"Batsman swings and misses the ball.\"\n  },\n  {\n    \"t\": 68.5,\n    \"e\": \"Batsman swings and misses the ball.\"\n  }\n]\n```",
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-      "cycle_hint": "One occurrence is one batsman shot attempt, counted at the distinct bat-swing contact/decisive pass through the ball. Bowler release, run-up, ball bounce, preparation stance, shadow practice, static bat holding, follow-through frames, running, fielding, celebration, and replay of the same shot are not new occurrences. A new occurrence requires a reset/new delivery and a new batsman swing.",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 41.0,\n    \"e\": \"Batsman hits the ball\"\n  },\n  {\n    \"t\": 64.0,\n    \"e\": \"Batsman hits the ball\"\n  }\n]\n```",
-              "parsed": [
-                41.0,
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-            }
-          ]
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-      ]
-    },
-    {
-      "id": "1632_1",
-      "activity": "throw discus",
-      "gt": 0,
-      "baseline_count": 0,
-      "baseline_correct": 1,
-      "selection_reason": "gt_zero",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
-      "final_count": 1,
-      "candidate_correct": 0,
-      "transition": "correct_to_wrong",
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-            {
-              "response": "<think>\n\n</think>\n\n[\n\t{\n\t\t\"t\": 11.0,\n\t\t\"e\": \"Discus lands on the field\"\n\t}\n]",
-              "parsed": [
-                11.0
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-    },
-    {
-      "id": "1632_15",
-      "activity": "throw discus",
-      "gt": 5,
-      "baseline_count": 7,
-      "baseline_correct": 0,
-      "selection_reason": "over",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
-      "final_count": 5,
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-      "transition": "wrong_to_correct",
-      "failed": false,
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n\t{\"t\": 19.0, \"e\": \"Discus released and flying\"},\n\t{\"t\": 44.0, \"e\": \"Discus released and flying\"},\n\t{\"t\": 51.0, \"e\": \"Discus released and flying\"},\n\t{\"t\": 56.0, \"e\": \"Discus released and flying\"},\n\t{\"t\": 65.0, \"e\": \"Discus released and flying\"}\n]\n```",
-              "parsed": [
-                19.0,
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-                65.0
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-    {
-      "id": "1632_16",
-      "activity": "throw discus",
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-      "baseline_correct": 0,
-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
-      "final_count": 6,
-      "candidate_correct": 1,
-      "transition": "wrong_to_correct",
-      "failed": false,
-      "merged_timestamps": [
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-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n\t{\"t\": 19.0, \"e\": \"Athlete releases discus after spinning in the circle.\"},\n\t{\"t\": 44.0, \"e\": \"Athlete releases discus after spinning in the circle.\"},\n\t{\"t\": 51.0, \"e\": \"Athlete releases discus after spinning in the circle.\"},\n\t{\"t\": 56.0, \"e\": \"Athlete releases discus after spinning in the circle.\"},\n\t{\"t\": 65.0, \"e\": \"Athlete releases discus after spinning in the circle.\"},\n\t{\"t\": 83.0, \"e\": \"Athlete releases discus after spinning in the circle.\"}\n]\n```",
-              "parsed": [
-                19.0,
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-                83.0
-              ]
-            }
-          ]
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-    },
-    {
-      "id": "1632_18",
-      "activity": "throw discus",
-      "gt": 6,
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-      "baseline_correct": 1,
-      "selection_reason": "correct_protection",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
-      "final_count": 6,
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-      "transition": "correct_to_correct",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n\t{\"t\": 16.0, \"e\": \"discus released\"},\n\t{\"t\": 35.0, \"e\": \"discus released\"},\n\t{\"t\": 40.0, \"e\": \"discus released\"},\n\t{\"t\": 45.0, \"e\": \"discus released\"},\n\t{\"t\": 52.0, \"e\": \"discus released\"},\n\t{\"t\": 67.0, \"e\": \"discus released\"}\n]\n```",
-              "parsed": [
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-    {
-      "id": "1637_0",
-      "activity": "volleyball spiking",
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-      "selection_reason": "gt_zero",
-      "cycle_hint": "One occurrence is one attacking spike attempt, counted at the distinct attacking hand-to-ball contact after approach/jump/arm swing. Set, serve, block, dig, ordinary pass, preparation, jump without attack contact, follow-through, celebration, and replay of the same spike are not new occurrences. A new occurrence requires a new attack setup and a new spike contact.",
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-      "id": "1637_12",
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-      "selection_reason": "correct_protection",
-      "cycle_hint": "One occurrence is one attacking spike attempt, counted at the distinct attacking hand-to-ball contact after approach/jump/arm swing. Set, serve, block, dig, ordinary pass, preparation, jump without attack contact, follow-through, celebration, and replay of the same spike are not new occurrences. A new occurrence requires a new attack setup and a new spike contact.",
-      "final_count": 10,
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 10.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 12.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 14.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 16.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 18.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 20.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 36.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 43.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 45.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 47.0, \"e\": \"Ball hit over net\"}\n]\n```",
-              "parsed": [
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-    {
-      "id": "1637_13",
-      "activity": "volleyball spiking",
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-      "selection_reason": "over",
-      "cycle_hint": "One occurrence is one attacking spike attempt, counted at the distinct attacking hand-to-ball contact after approach/jump/arm swing. Set, serve, block, dig, ordinary pass, preparation, jump without attack contact, follow-through, celebration, and replay of the same spike are not new occurrences. A new occurrence requires a new attack setup and a new spike contact.",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 10.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 13.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 15.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 19.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 21.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 36.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 44.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 48.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 52.0, \"e\": \"Ball hit over net\"},\n  {\"t\": 60.0, \"e\": \"Ball hit over net\"}\n]\n```",
-              "parsed": [
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-    {
-      "id": "1637_14",
-      "activity": "volleyball spiking",
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-      "baseline_count": 7,
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-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one attacking spike attempt, counted at the distinct attacking hand-to-ball contact after approach/jump/arm swing. Set, serve, block, dig, ordinary pass, preparation, jump without attack contact, follow-through, celebration, and replay of the same spike are not new occurrences. A new occurrence requires a new attack setup and a new spike contact.",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 10.0, \"e\": \"Player in red spikes the ball over the net.\"},\n  {\"t\": 13.0, \"e\": \"Player in red spikes the ball over the net.\"},\n  {\"t\": 24.0, \"e\": \"Player in black spikes the ball over the net.\"},\n  {\"t\": 30.0, \"e\": \"Player in red spikes the ball over the net.\"},\n  {\"t\": 33.0, \"e\": \"Player in red spikes the ball over the net.\"},\n  {\"t\": 35.0, \"e\": \"Player in red spikes the ball over the net.\"},\n  {\"t\": 40.0, \"e\": \"Player in yellow spikes the ball over the net.\"},\n  {\"t\": 53.0, \"e\": \"Player in red spikes the ball over the net.\"}\n]\n```",
-              "parsed": [
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-    {
-      "id": "1577_2",
-      "activity": "lifting something and placing it back down",
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-      "baseline_count": 8,
-      "baseline_correct": 0,
-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is the entire SAME-OBJECT cycle: the object visibly leaves its support surface, remains lifted, then visibly returns to a support surface. Count ONLY the final place-back completion once. Do not separately count pickup, lifting, holding, lowering, contact and release milestones from the same cycle. A new occurrence requires a newly reset object and another complete lift-to-place-back cycle.",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  3.3,\n  5.1,\n  6.7,\n  8.1,\n  9.5\n]\n```",
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-    },
-    {
-      "id": "1577_3",
-      "activity": "lifting something and placing it back down",
-      "gt": 4,
-      "baseline_count": 10,
-      "baseline_correct": 0,
-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is the entire SAME-OBJECT cycle: the object visibly leaves its support surface, remains lifted, then visibly returns to a support surface. Count ONLY the final place-back completion once. Do not separately count pickup, lifting, holding, lowering, contact and release milestones from the same cycle. A new occurrence requires a newly reset object and another complete lift-to-place-back cycle.",
-      "final_count": 10,
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-      ],
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  3.1,\n  5.3,\n  7.3,\n  10.4,\n  12.2,\n  14.3,\n  16.3,\n  18.3,\n  20.3,\n  22.3\n]\n```",
-              "parsed": [
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-    {
-      "id": "1577_4",
-      "activity": "lifting something and placing it back down",
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-      "baseline_count": 10,
-      "baseline_correct": 0,
-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is the entire SAME-OBJECT cycle: the object visibly leaves its support surface, remains lifted, then visibly returns to a support surface. Count ONLY the final place-back completion once. Do not separately count pickup, lifting, holding, lowering, contact and release milestones from the same cycle. A new occurrence requires a newly reset object and another complete lift-to-place-back cycle.",
-      "final_count": 9,
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  4.0,\n  10.0,\n  16.0,\n  22.0,\n  28.0,\n  34.0,\n  40.0,\n  46.0,\n  50.0\n]\n```",
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-      "cycle_hint": "One occurrence is the entire SAME-OBJECT cycle: the object visibly leaves its support surface, remains lifted, then visibly returns to a support surface. Count ONLY the final place-back completion once. Do not separately count pickup, lifting, holding, lowering, contact and release milestones from the same cycle. A new occurrence requires a newly reset object and another complete lift-to-place-back cycle.",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  4.0,\n  10.0,\n  13.0,\n  16.0,\n  19.0,\n  22.0,\n  25.0,\n  28.0,\n  31.0,\n  34.0,\n  37.0,\n  40.0,\n  43.0,\n  46.0,\n  49.0,\n  52.0,\n  55.0\n]\n```",
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optimization/analysis/iter28_rec_hint_only_dev32.only_decrease.json

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-{
-  "input": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter28_rec_hint_only_dev32.json",
-  "input_sha256": "f2b6c3790f7075c3e88bdfed9993cac258ebf0e78c7c41b1d1a7f755f2f7b15c",
-  "policy": {
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-    "uses_sample_id": false,
-    "name": "only_decrease",
-    "rule": "use a valid hint-only count only when it is lower than the baseline count; preserve baseline for invalid, equal, or higher candidates"
-  },
-  "summary": {
-    "coverage": 32,
-    "baseline_correct": 10,
-    "candidate_correct": 11,
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-    "loss": 0,
-    "net": 1,
-    "baseline_mae": 2.09375,
-    "candidate_mae": 1.53125,
-    "zero_protection_routes": 0
-  },
-  "rows": [
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-      "transition": "correct_to_correct"
-    },
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-      "raw_hint_count": 2,
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-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
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optimization/analysis/iter28_rec_hint_only_discus_holdout4.cache_restore.json

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-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/discus_holdout/holdout4.json",
-  "trajectory_dir": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260719_213446_qwen36_27b_agent_forward_full_continuous_nothink_shared/trajectories",
-  "cache_directories": 4,
-  "required_frames": 562,
-  "restored_frames": 562,
-  "already_present_frames": 0,
-  "rows": [
-    {
-      "sample_id": "1606_11",
-      "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1606_11.mp4",
-      "required": 123,
-      "restored": 123,
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optimization/analysis/iter28_rec_hint_only_discus_holdout4.gated.json

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-{
-  "input": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter28_rec_hint_only_discus_holdout4.json",
-  "input_sha256": "2f1ec873b2070ee18f989fad41e4aaea3bb9c262ff2a6be51274a0ccc996ffaa",
-  "policy": {
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-    "uses_sample_id": false,
-    "rule": "only promote visible activity 'throw discus'; preserve baseline count for every other activity, preserve discus baseline when it is zero, otherwise use a valid discus hint-only count; invalid hint falls back to baseline"
-  },
-  "summary": {
-    "coverage": 4,
-    "baseline_correct": 1,
-    "candidate_correct": 2,
-    "gain": 2,
-    "loss": 1,
-    "net": 1,
-    "baseline_mae": 2.75,
-    "candidate_mae": 0.5,
-    "zero_protection_routes": 0
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-  "rows": [
-    {
-      "id": "1606_11",
-      "activity": "throw discus",
-      "gt": 5,
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-      "selected_count": 5,
-      "route": "hint_candidate",
-      "baseline_correct": 0,
-      "candidate_correct": 1,
-      "transition": "wrong_to_correct"
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optimization/analysis/iter28_rec_hint_only_discus_holdout4.json

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-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/discus_holdout/holdout4.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/discus_holdout/holdout4.manifest.json",
-  "source_trajectory_dir": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260719_213446_qwen36_27b_agent_forward_full_continuous_nothink_shared/trajectories",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.1,
-  "sports_cycle_version": 0,
-  "output_schema": "simple_timestamp_evidence_ledger",
-  "runner_code_sha256": "ac2d7d45576e89bca55a049539c3d0c6c5c00a603023edccc8d9113e5aac3904",
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-    "candidate_correct": 2,
-    "gain": 2,
-    "loss": 1,
-    "net": 1,
-    "activities_positive_net": 1,
-    "activities_negative_net": 0,
-    "task_label_tokens_in_prompts": 0
-  },
-  "activities": [
-    {
-      "activity": "throw discus",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 2,
-      "gain": 2,
-      "loss": 1,
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-    }
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-    {
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-      "activity": "throw discus",
-      "gt": 5,
-      "baseline_count": 9,
-      "baseline_correct": 0,
-      "selection_reason": "over",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
-      "final_count": 5,
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 8.0,\n    \"e\": \"The discus is released from the athlete's hand after a full turn and arm drive.\"\n  },\n  {\n    \"t\": 13.0,\n    \"e\": \"The discus is released from the athlete's hand after a full turn and arm drive.\"\n  },\n  {\n    \"t\": 19.0,\n    \"e\": \"The discus is released from the athlete's hand after a full turn and arm drive.\"\n  },\n  {\n    \"t\": 45.0,\n    \"e\": \"The discus is released from the athlete's hand after a full turn and arm drive.\"\n  },\n  {\n    \"t\": 50.0,\n    \"e\": \"The discus is released from the athlete's hand after a full turn and arm drive.\"\n  }\n]\n```",
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-      "id": "1606_12",
-      "activity": "throw discus",
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-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 8.0,\n    \"e\": \"The discus is released and flies out of the frame.\"\n  },\n  {\n    \"t\": 13.0,\n    \"e\": \"The discus is released and flies out of the frame.\"\n  },\n  {\n    \"t\": 19.0,\n    \"e\": \"The discus is released and flies out of the frame.\"\n  },\n  {\n    \"t\": 45.0,\n    \"e\": \"The discus is released and flies out of the frame.\"\n  },\n  {\n    \"t\": 50.0,\n    \"e\": \"The discus is released and flies out of the frame.\"\n  }\n]\n```",
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-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
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-          "attempts": [
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 11.0, \"e\": \"The discus is released from the athlete's hand.\"},\n  {\"t\": 19.0, \"e\": \"The discus is released from the athlete's hand.\"},\n  {\"t\": 29.0, \"e\": \"The discus is released from the athlete's hand.\"},\n  {\"t\": 47.0, \"e\": \"The discus is released from the athlete's hand.\"},\n  {\"t\": 68.0, \"e\": \"The discus is released from the athlete's hand.\"}\n]\n```",
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-      "id": "1606_9",
-      "activity": "throw discus",
-      "gt": 5,
-      "baseline_count": 5,
-      "baseline_correct": 1,
-      "selection_reason": "correct_protection",
-      "cycle_hint": "One occurrence is one athlete's complete discus throw, counted ONLY when the discus visibly separates from the throwing hand after the turn and arm drive. Preparation, repeated views of one throw, follow-through, discus flight/landing, measurement, celebration, replay, shot-put, javelin, and generic ball throws are not new occurrences. A new occurrence requires a new setup or athlete and a new discus release.",
-      "final_count": 6,
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 12.0, \"e\": \"The discus is released from the athlete's hand and flies through the air.\"},\n  {\"t\": 20.0, \"e\": \"The discus is released from the athlete's hand and flies through the air.\"},\n  {\"t\": 29.0, \"e\": \"The discus is released from the athlete's hand and flies through the air.\"},\n  {\"t\": 48.0, \"e\": \"The discus is released from the athlete's hand and flies through the air.\"},\n  {\"t\": 68.0, \"e\": \"The discus is released from the athlete's hand and flies through the air.\"},\n  {\"t\": 74.0, \"e\": \"The discus is released from the athlete's hand and flies through the air.\"}\n]\n```",
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optimization/analysis/iter28_rec_hint_only_only_decrease_holdout28.cache_restore.json

@@ -1,298 +1,3 @@
-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/only_decrease_holdout/holdout28.json",
-  "trajectory_dir": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260719_213446_qwen36_27b_agent_forward_full_continuous_nothink_shared/trajectories",
-  "cache_directories": 28,
-  "required_frames": 3214,
-  "restored_frames": 2716,
-  "already_present_frames": 498,
-  "rows": [
-    {
-      "sample_id": "1566_0",
-      "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1566_0.mp4",
-      "required": 37,
-      "restored": 37,
-      "already_present": 0,
-      "source_fps": 30.01,
-      "source_frame_count": 271,
-      "visible_seconds": 9.0,
-      "audit_fps": 4.0
-    },
-    {
-      "sample_id": "1566_1",
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-      "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1566_4.mp4",
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-      "sample_id": "1566_5",
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-      "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1601_1.mp4",
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-      "video": "/mnt/bn/mm-omni-training-hl/boyuan/stream_data/OVO-Bench/chunked_videos/1636_9.mp4",
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-      "source_frame_count": 3420,
-      "visible_seconds": 114.0,
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-    }
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-}
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optimization/analysis/iter28_rec_hint_only_only_decrease_holdout28.gated.json

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-{
-  "input": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/analysis/iter28_rec_hint_only_only_decrease_holdout28.json",
-  "input_sha256": "091c76e67823bd9bfe6687e755a824960175a70298443a9afdfc4a2eb9f5b9cf",
-  "policy": {
-    "uses_ground_truth": false,
-    "uses_sample_id": false,
-    "name": "only_decrease",
-    "rule": "use a valid hint-only count only when it is lower than the baseline count; preserve baseline for invalid, equal, or higher candidates"
-  },
-  "summary": {
-    "coverage": 28,
-    "baseline_correct": 5,
-    "candidate_correct": 5,
-    "gain": 2,
-    "loss": 2,
-    "net": 0,
-    "baseline_mae": 2.5,
-    "candidate_mae": 2.4642857142857144,
-    "zero_protection_routes": 0
-  },
-  "rows": [
-    {
-      "id": "1618_14",
-      "activity": "shotput",
-      "gt": 9,
-      "baseline_count": 6,
-      "raw_hint_count": 6,
-      "selected_count": 6,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1618_18",
-      "activity": "shotput",
-      "gt": 10,
-      "baseline_count": 3,
-      "raw_hint_count": 6,
-      "selected_count": 3,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1618_19",
-      "activity": "shotput",
-      "gt": 10,
-      "baseline_count": 4,
-      "raw_hint_count": 6,
-      "selected_count": 4,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1618_8",
-      "activity": "shotput",
-      "gt": 6,
-      "baseline_count": 6,
-      "raw_hint_count": 5,
-      "selected_count": 5,
-      "route": "hint_candidate_decrease",
-      "baseline_correct": 1,
-      "candidate_correct": 0,
-      "transition": "correct_to_wrong"
-    },
-    {
-      "id": "1602_1",
-      "activity": "javelin throw",
-      "gt": 0,
-      "baseline_count": 1,
-      "raw_hint_count": 0,
-      "selected_count": 0,
-      "route": "hint_candidate_decrease",
-      "baseline_correct": 0,
-      "candidate_correct": 1,
-      "transition": "wrong_to_correct"
-    },
-    {
-      "id": "1602_17",
-      "activity": "javelin throw",
-      "gt": 8,
-      "baseline_count": 5,
-      "raw_hint_count": 5,
-      "selected_count": 5,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1602_18",
-      "activity": "javelin throw",
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-      "raw_hint_count": 5,
-      "selected_count": 5,
-      "route": "baseline_non_decrease_protection",
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-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
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-    {
-      "id": "1602_9",
-      "activity": "javelin throw",
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-      "selected_count": 4,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 1,
-      "candidate_correct": 1,
-      "transition": "correct_to_correct"
-    },
-    {
-      "id": "1622_4",
-      "activity": "cricket bowling",
-      "gt": 2,
-      "baseline_count": 2,
-      "raw_hint_count": 1,
-      "selected_count": 1,
-      "route": "hint_candidate_decrease",
-      "baseline_correct": 1,
-      "candidate_correct": 0,
-      "transition": "correct_to_wrong"
-    },
-    {
-      "id": "1622_7",
-      "activity": "cricket bowling",
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-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1622_8",
-      "activity": "cricket bowling",
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-      "baseline_count": 2,
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-      "selected_count": 2,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1622_9",
-      "activity": "cricket bowling",
-      "gt": 3,
-      "baseline_count": 2,
-      "raw_hint_count": 2,
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-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1566_0",
-      "activity": "hitting something against/with something",
-      "gt": 1,
-      "baseline_count": 8,
-      "raw_hint_count": 8,
-      "selected_count": 8,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1566_1",
-      "activity": "hitting something against/with something",
-      "gt": 2,
-      "baseline_count": 6,
-      "raw_hint_count": 7,
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-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1566_4",
-      "activity": "hitting something against/with something",
-      "gt": 5,
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-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
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-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1566_5",
-      "activity": "hitting something against/with something",
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-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1636_13",
-      "activity": "cricket shot",
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-      "baseline_correct": 1,
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-      "transition": "correct_to_correct"
-    },
-    {
-      "id": "1636_7",
-      "activity": "cricket shot",
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-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1636_9",
-      "activity": "cricket shot",
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-      "selected_count": 4,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1601_1",
-      "activity": "volleyball spiking",
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-      "baseline_count": 2,
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-      "selected_count": 1,
-      "route": "hint_candidate_decrease",
-      "baseline_correct": 0,
-      "candidate_correct": 1,
-      "transition": "wrong_to_correct"
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-    {
-      "id": "1601_10",
-      "activity": "volleyball spiking",
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-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1601_8",
-      "activity": "volleyball spiking",
-      "gt": 5,
-      "baseline_count": 3,
-      "raw_hint_count": 5,
-      "selected_count": 3,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1601_9",
-      "activity": "volleyball spiking",
-      "gt": 5,
-      "baseline_count": 5,
-      "raw_hint_count": 5,
-      "selected_count": 5,
-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 1,
-      "candidate_correct": 1,
-      "transition": "correct_to_correct"
-    },
-    {
-      "id": "1571_0",
-      "activity": "lifting something and placing it back down",
-      "gt": 3,
-      "baseline_count": 10,
-      "raw_hint_count": 9,
-      "selected_count": 9,
-      "route": "hint_candidate_decrease",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1571_1",
-      "activity": "lifting something and placing it back down",
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-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
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-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1571_2",
-      "activity": "lifting something and placing it back down",
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-      "selected_count": 9,
-      "route": "hint_candidate_decrease",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    },
-    {
-      "id": "1571_4",
-      "activity": "lifting something and placing it back down",
-      "gt": 6,
-      "baseline_count": 10,
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-      "route": "baseline_non_decrease_protection",
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong"
-    }
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-}
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+size 9707

optimization/analysis/iter28_rec_hint_only_only_decrease_holdout28.json

@@ -1,1336 +1,3 @@
-{
-  "dataset": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/only_decrease_holdout/holdout28.json",
-  "manifest": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/optimization/sets/iter28_rec_hint_only/only_decrease_holdout/holdout28.manifest.json",
-  "source_trajectory_dir": "/mnt/bn/mm-omni-training-hl/boyuan/StreamDelta/StreamDelta/results/20260719_213446_qwen36_27b_agent_forward_full_continuous_nothink_shared/trajectories",
-  "model": "/mnt/bn/mm-omni-training-hl/boyuan/model_zoo/Qwen/Qwen3.6-27B",
-  "tp": 2,
-  "temperature": 0.1,
-  "sports_cycle_version": 0,
-  "output_schema": "simple_timestamp_evidence_ledger",
-  "runner_code_sha256": "ac2d7d45576e89bca55a049539c3d0c6c5c00a603023edccc8d9113e5aac3904",
-  "summary": {
-    "coverage": 28,
-    "valid": 28,
-    "baseline_correct": 5,
-    "candidate_correct": 7,
-    "gain": 5,
-    "loss": 3,
-    "net": 2,
-    "activities_positive_net": 2,
-    "activities_negative_net": 2,
-    "task_label_tokens_in_prompts": 0
-  },
-  "activities": [
-    {
-      "activity": "cricket bowling",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 1,
-      "net": -1
-    },
-    {
-      "activity": "cricket shot",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 1,
-      "gain": 1,
-      "loss": 1,
-      "net": 0
-    },
-    {
-      "activity": "hitting something against/with something",
-      "coverage": 4,
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 0,
-      "net": 0
-    },
-    {
-      "activity": "javelin throw",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 2,
-      "gain": 1,
-      "loss": 0,
-      "net": 1
-    },
-    {
-      "activity": "lifting something and placing it back down",
-      "coverage": 4,
-      "baseline_correct": 0,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 0,
-      "net": 0
-    },
-    {
-      "activity": "shotput",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 0,
-      "gain": 0,
-      "loss": 1,
-      "net": -1
-    },
-    {
-      "activity": "volleyball spiking",
-      "coverage": 4,
-      "baseline_correct": 1,
-      "candidate_correct": 4,
-      "gain": 3,
-      "loss": 0,
-      "net": 3
-    }
-  ],
-  "rows": [
-    {
-      "id": "1618_14",
-      "activity": "shotput",
-      "gt": 9,
-      "baseline_count": 6,
-      "baseline_correct": 0,
-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 6,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        8.0,
-        15.0,
-        25.0,
-        35.0,
-        45.0,
-        64.0
-      ],
-      "segments": [
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-          "end_t": 0.0,
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-          "frame_count": 151,
-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 8.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 15.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 25.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 35.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 45.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 64.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  }\n]\n```",
-              "parsed": [
-                8.0,
-                15.0,
-                25.0,
-                35.0,
-                45.0,
-                64.0
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1618_18",
-      "activity": "shotput",
-      "gt": 10,
-      "baseline_count": 3,
-      "baseline_correct": 0,
-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 6,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        10.0,
-        28.0,
-        37.0,
-        52.0,
-        61.0,
-        73.0
-      ],
-      "segments": [
-        {
-          "index": 0,
-          "count": 1,
-          "start_t": 0.0,
-          "end_t": 0.0,
-          "segmented": false,
-          "frame_count": 149,
-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 10.0,\n    \"e\": \"Athlete releases the shot into the air.\"\n  },\n  {\n    \"t\": 28.0,\n    \"e\": \"Athlete releases the shot into the air.\"\n  },\n  {\n    \"t\": 37.0,\n    \"e\": \"Athlete releases the shot into the air.\"\n  },\n  {\n    \"t\": 52.0,\n    \"e\": \"Athlete releases the shot into the air.\"\n  },\n  {\n    \"t\": 61.0,\n    \"e\": \"Athlete releases the shot into the air.\"\n  },\n  {\n    \"t\": 73.0,\n    \"e\": \"Athlete releases the shot into the air.\"\n  }\n]\n```",
-              "parsed": [
-                10.0,
-                28.0,
-                37.0,
-                52.0,
-                61.0,
-                73.0
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1618_19",
-      "activity": "shotput",
-      "gt": 10,
-      "baseline_count": 4,
-      "baseline_correct": 0,
-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 6,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        10.0,
-        29.0,
-        37.0,
-        52.0,
-        60.0,
-        72.0
-      ],
-      "segments": [
-        {
-          "index": 0,
-          "count": 1,
-          "start_t": 0.0,
-          "end_t": 0.0,
-          "segmented": false,
-          "frame_count": 154,
-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 10.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 29.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 37.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 52.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 60.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  },\n  {\n    \"t\": 72.0,\n    \"e\": \"Athlete releases the shot put into the air.\"\n  }\n]\n```",
-              "parsed": [
-                10.0,
-                29.0,
-                37.0,
-                52.0,
-                60.0,
-                72.0
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1618_8",
-      "activity": "shotput",
-      "gt": 6,
-      "baseline_count": 6,
-      "baseline_correct": 1,
-      "selection_reason": "correct_protection",
-      "cycle_hint": "One occurrence is one athlete's complete shot-put attempt, counted ONLY when the shot visibly separates from the throwing hand after the set/glide/turn and arm drive. Preparation, repeated views of the same release, follow-through, shot flight/landing, measurement, celebration, replay, discus, and other ball throws are not new occurrences. A new occurrence requires a new athlete/setup and a new shot release.",
-      "final_count": 5,
-      "candidate_correct": 0,
-      "transition": "correct_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        7.0,
-        17.0,
-        28.0,
-        47.0,
-        60.0
-      ],
-      "segments": [
-        {
-          "index": 0,
-          "count": 1,
-          "start_t": 0.0,
-          "end_t": 0.0,
-          "segmented": false,
-          "frame_count": 127,
-          "prompt_sha256": "968d559a2a348b53d54b532ececb32946e48d4ea50d8141c0db0f03cbffd0ad2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 7.0, \"e\": \"Athlete releases the shot into the air.\"},\n  {\"t\": 17.0, \"e\": \"Athlete releases the shot into the air.\"},\n  {\"t\": 28.0, \"e\": \"Athlete releases the shot into the air.\"},\n  {\"t\": 47.0, \"e\": \"Athlete releases the shot into the air.\"},\n  {\"t\": 60.0, \"e\": \"Athlete releases the shot into the air.\"}\n]\n```",
-              "parsed": [
-                7.0,
-                17.0,
-                28.0,
-                47.0,
-                60.0
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1602_1",
-      "activity": "javelin throw",
-      "gt": 0,
-      "baseline_count": 1,
-      "baseline_correct": 0,
-      "selection_reason": "over",
-      "cycle_hint": "One occurrence is one complete javelin attempt, counted ONLY when the javelin visibly separates from the thrower's hand after run-up/plant/arm drive. Preparation, coaching demonstration without an actual javelin release, repeated views, follow-through, flight/landing, measurement, celebration, replay, ball throw, and discus are not new occurrences. A new occurrence requires a new setup or subject and a new javelin release.",
-      "final_count": 0,
-      "candidate_correct": 1,
-      "transition": "wrong_to_correct",
-      "failed": false,
-      "merged_timestamps": [],
-      "segments": [
-        {
-          "index": 0,
-          "count": 1,
-          "start_t": 0.0,
-          "end_t": 0.0,
-          "segmented": false,
-          "frame_count": 61,
-          "prompt_sha256": "31f13323fafdf192387eec9d985125a79b1c1e7547ad6753499bff1aa9cd1ac2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n[]",
-              "parsed": []
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1602_17",
-      "activity": "javelin throw",
-      "gt": 8,
-      "baseline_count": 5,
-      "baseline_correct": 0,
-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is one complete javelin attempt, counted ONLY when the javelin visibly separates from the thrower's hand after run-up/plant/arm drive. Preparation, coaching demonstration without an actual javelin release, repeated views, follow-through, flight/landing, measurement, celebration, replay, ball throw, and discus are not new occurrences. A new occurrence requires a new setup or subject and a new javelin release.",
-      "final_count": 5,
-      "candidate_correct": 0,
-      "transition": "wrong_to_wrong",
-      "failed": false,
-      "merged_timestamps": [
-        16.0,
-        27.0,
-        54.0,
-        67.0,
-        77.0
-      ],
-      "segments": [
-        {
-          "index": 0,
-          "count": 1,
-          "start_t": 0.0,
-          "end_t": 0.0,
-          "segmented": false,
-          "frame_count": 157,
-          "prompt_sha256": "31f13323fafdf192387eec9d985125a79b1c1e7547ad6753499bff1aa9cd1ac2",
-          "task_label_tokens_in_prompt": 0,
-          "attempts": [
-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 16.0, \"e\": \"javelin release\"},\n  {\"t\": 27.0, \"e\": \"javelin release\"},\n  {\"t\": 54.0, \"e\": \"javelin release\"},\n  {\"t\": 67.0, \"e\": \"javelin release\"},\n  {\"t\": 77.0, \"e\": \"javelin release\"}\n]\n```",
-              "parsed": [
-                16.0,
-                27.0,
-                54.0,
-                67.0,
-                77.0
-              ]
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "id": "1602_18",
-      "activity": "javelin throw",
-      "gt": 8,
-      "baseline_count": 5,
-      "baseline_correct": 0,
-      "selection_reason": "under",
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-            {
-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 16.0, \"e\": \"Javelin release\"},\n\t{\"t\": 27.0, \"e\": \"Javelin release\"},\n\t{\"t\": 54.0, \"e\": \"Javelin release\"},\n\t{\"t\": 67.0, \"e\": \"Javelin release\"},\n\t{\"t\": 77.0, \"e\": \"Javelin release\"}\n]",
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-      "id": "1602_9",
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-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 26.0, \"e\": \"Javelin release\"},\n\t{\"t\": 30.0, \"e\": \"Javelin release\"},\n\t{\"t\": 45.0, \"e\": \"Javelin release\"},\n\t{\"t\": 85.0, \"e\": \"Javelin release\"}\n]",
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-      "id": "1622_4",
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-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 3.87, \"e\": \"ball release\"},\n\t{\"t\": 50.87, \"e\": \"ball release\"}\n]",
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-                3.87,
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-    {
-      "id": "1622_8",
-      "activity": "cricket bowling",
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-      "baseline_count": 2,
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-      "selection_reason": "additional_wrong",
-      "cycle_hint": "One occurrence is one bowler delivery, counted ONLY when the ball visibly separates from the BOWLER'S hand after the run-up and delivery stride. The same delivery's bounce, batsman contact/swing, fielding, follow-through, celebration, repeated view, replay, and other throws are not bowling occurrences. A new occurrence requires a new delivery setup/run-up and a new bowler release.",
-      "final_count": 2,
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-      "transition": "wrong_to_wrong",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 4.0, \"e\": \"ball hits wickets\"},\n  {\"t\": 51.0, \"e\": \"ball hits wickets\"}\n]\n```",
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-                4.0,
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-      "id": "1622_9",
-      "activity": "cricket bowling",
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-      "selection_reason": "under",
-      "cycle_hint": "One occurrence is one bowler delivery, counted ONLY when the ball visibly separates from the BOWLER'S hand after the run-up and delivery stride. The same delivery's bounce, batsman contact/swing, fielding, follow-through, celebration, repeated view, replay, and other throws are not bowling occurrences. A new occurrence requires a new delivery setup/run-up and a new bowler release.",
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-            {
-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 3.0, \"e\": \"ball hits wickets\"},\n  {\"t\": 50.0, \"e\": \"ball hits wickets\"}\n]\n```",
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-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 3.0, \"e\": \"Cup placed on table\"},\n\t{\"t\": 5.0, \"e\": \"Cup placed on table\"},\n\t{\"t\": 7.0, \"e\": \"Cup placed on table\"},\n\t{\"t\": 9.0, \"e\": \"Cup placed on table\"},\n\t{\"t\": 11.0, \"e\": \"Cup placed on table\"},\n\t{\"t\": 13.0, \"e\": \"Cup placed on table\"},\n\t{\"t\": 15.0, \"e\": \"Cup placed on table\"},\n\t{\"t\": 17.0, \"e\": \"Cup placed on table\"}\n]",
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-              "response": "<think>\n\n</think>\n\n[\n\t{\"t\": 1.7, \"e\": \"Cup lifted\"},\n\t{\"t\": 2.5, \"e\": \"Cup placed down\"},\n\t{\"t\": 3.5, \"e\": \"Cup lifted\"},\n\t{\"t\": 4.5, \"e\": \"Cup placed down\"},\n\t{\"t\": 5.5, \"e\": \"Cup lifted\"},\n\t{\"t\": 6.5, \"e\": \"Cup placed down\"},\n\t{\"t\": 9.5, \"e\": \"Pen hits notebook\"},\n\t{\"t\": 10.5, \"e\": \"Pen hits notebook\"}\n]",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 1.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 2.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 3.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 4.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 5.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 6.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 7.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 8.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 9.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 10.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 11.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 12.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 13.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 14.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 15.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 16.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 17.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 18.97,\n    \"e\": \"hand hits cup\"\n  },\n  {\n    \"t\": 19.97,\n    \"e\": \"hand hits cup\"\n  }\n]\n```",
-              "parsed": [
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-    {
-      "id": "1636_13",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\"t\": 3.0, \"e\": \"Batsman hits the ball and falls\"},\n  {\"t\": 43.0, \"e\": \"Batsman hits the ball and falls\"},\n  {\"t\": 47.0, \"e\": \"Batsman hits the ball and falls\"},\n  {\"t\": 51.0, \"e\": \"Batsman hits the ball and falls\"},\n  {\"t\": 54.0, \"e\": \"Batsman hits the ball and falls\"},\n  {\"t\": 58.0, \"e\": \"Batsman hits the ball and falls\"},\n  {\"t\": 60.0, \"e\": \"Batsman hits the ball and falls\"}\n]\n```",
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-              "response": "<think>\n\n</think>\n\n```json\n[\n  {\n    \"t\": 4.0,\n    \"e\": \"batsman hit the ball\"\n  },\n  {\n    \"t\": 86.0,\n    \"e\": \"batsman hit the ball\"\n  }\n]\n```",
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