Add portable Phase 1 annotations for Stage 2

stage1_annotations/stage1_balanced_v1/README.md

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+# Portable Phase-1 grounded annotations
+
+These per-source JSONL files contain the clean grounded rows selected for Phase 2. Decompress with `zstd -d records/SOURCE.jsonl.zst`. All media paths are relative to the extracted project data root.

stage1_annotations/stage1_balanced_v1/SHA256SUMS

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+0109ec11c3808ece13e2e6ee280a34a255be1e5904414f725a89b502b51f3c6c  records/assembly101_coarse.jsonl.zst
+70d6afdeb129d6896166fe8d8ccaa7dadded71ba0ca1a72500770ce72e47b0d1  records/assembly101_fine.jsonl.zst
+e76128e0d5fe3f03b0ff949878b0908e65ccf564f1aac543220dab8a094d40a7  records/egoblind.jsonl.zst
+677a3fe81b93ce9f0bcffadfb672e65cf57e268c3c41cf97178896798aafcb99  records/proassist_assembly101.jsonl.zst
+da9b2f3ca67acc867f3ede97c6462a5077e00a3d256666d5af102a79a4b8f009  records/proassist_ego4d.jsonl.zst
+d5645d92215b2969c1b49e7dc1a5805487024b322103151b714b164e0a9dfb58  records/proassist_egoexolearn.jsonl.zst
+46833e2236697b47d7b9d36634b9f93c025e1bf6fb18c6e559e4ccdefc831edc  records/proassist_epickitchens.jsonl.zst
+4c5e3d5be0e875115631c03a24a98e9c50fc36d977f1f726e20c2df4da433ab2  records/proassist_holoassist.jsonl.zst
+49ed8b5b2a6f68e507b39a5cfaf8088a66eb66b00b1594d02409125e91c2beae  records/proassist_wtag.jsonl.zst
+8005dbb5df8fa57b3b43294a8a2af09244d0ca8577d789adc12eec37f5cfc602  records/roma_alert.jsonl.zst
+9b079402655a3e54eaf8f0b00f5716f1e210d7026425a8dd8f00e2c479e74912  records/roma_narration.jsonl.zst
+7a24a8eb9fc134ef1ede07703ef523a0579c45e5f63e37a3ee9c81c761e2baf1  records/wad.jsonl.zst

stage1_annotations/stage1_balanced_v1/manifest.json

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+{
+  "schema_version": "stage1_grounded_handoff_manifest_v1",
+  "stage1_record_schema": "stage1_grounded_handoff_v1",
+  "stage1_run": "stage1_balanced_v1",
+  "stage2_selection_run": "stage2_qwen38_v1",
+  "phase1_annotator": "Qwen3.8-27B",
+  "records": 12566,
+  "phase1_atomic_claims": 237551,
+  "records_by_source": {
+    "assembly101_coarse": 819,
+    "assembly101_fine": 706,
+    "egoblind": 707,
+    "proassist_assembly101": 1215,
+    "proassist_ego4d": 1230,
+    "proassist_egoexolearn": 1046,
+    "proassist_epickitchens": 1293,
+    "proassist_holoassist": 1155,
+    "proassist_wtag": 994,
+    "roma_alert": 1494,
+    "roma_narration": 1497,
+    "wad": 410
+  },
+  "records_by_policy": {
+    "cost_gate": 410,
+    "direct_trigger": 2201,
+    "need_aware": 3022,
+    "opt_in_coach": 6933
+  },
+  "files": [
+    {
+      "source": "assembly101_coarse",
+      "path": "records/assembly101_coarse.jsonl.zst",
+      "records": 819,
+      "compressed_bytes": 597240,
+      "sha256": "0109ec11c3808ece13e2e6ee280a34a255be1e5904414f725a89b502b51f3c6c"
+    },
+    {
+      "source": "assembly101_fine",
+      "path": "records/assembly101_fine.jsonl.zst",
+      "records": 706,
+      "compressed_bytes": 969756,
+      "sha256": "70d6afdeb129d6896166fe8d8ccaa7dadded71ba0ca1a72500770ce72e47b0d1"
+    },
+    {
+      "source": "egoblind",
+      "path": "records/egoblind.jsonl.zst",
+      "records": 707,
+      "compressed_bytes": 663066,
+      "sha256": "e76128e0d5fe3f03b0ff949878b0908e65ccf564f1aac543220dab8a094d40a7"
+    },
+    {
+      "source": "proassist_assembly101",
+      "path": "records/proassist_assembly101.jsonl.zst",
+      "records": 1215,
+      "compressed_bytes": 3293904,
+      "sha256": "677a3fe81b93ce9f0bcffadfb672e65cf57e268c3c41cf97178896798aafcb99"
+    },
+    {
+      "source": "proassist_ego4d",
+      "path": "records/proassist_ego4d.jsonl.zst",
+      "records": 1230,
+      "compressed_bytes": 3966242,
+      "sha256": "da9b2f3ca67acc867f3ede97c6462a5077e00a3d256666d5af102a79a4b8f009"
+    },
+    {
+      "source": "proassist_egoexolearn",
+      "path": "records/proassist_egoexolearn.jsonl.zst",
+      "records": 1046,
+      "compressed_bytes": 3339667,
+      "sha256": "d5645d92215b2969c1b49e7dc1a5805487024b322103151b714b164e0a9dfb58"
+    },
+    {
+      "source": "proassist_epickitchens",
+      "path": "records/proassist_epickitchens.jsonl.zst",
+      "records": 1293,
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+      "sha256": "46833e2236697b47d7b9d36634b9f93c025e1bf6fb18c6e559e4ccdefc831edc"
+    },
+    {
+      "source": "proassist_holoassist",
+      "path": "records/proassist_holoassist.jsonl.zst",
+      "records": 1155,
+      "compressed_bytes": 3440407,
+      "sha256": "4c5e3d5be0e875115631c03a24a98e9c50fc36d977f1f726e20c2df4da433ab2"
+    },
+    {
+      "source": "proassist_wtag",
+      "path": "records/proassist_wtag.jsonl.zst",
+      "records": 994,
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+      "sha256": "49ed8b5b2a6f68e507b39a5cfaf8088a66eb66b00b1594d02409125e91c2beae"
+    },
+    {
+      "source": "roma_alert",
+      "path": "records/roma_alert.jsonl.zst",
+      "records": 1494,
+      "compressed_bytes": 3595206,
+      "sha256": "8005dbb5df8fa57b3b43294a8a2af09244d0ca8577d789adc12eec37f5cfc602"
+    },
+    {
+      "source": "roma_narration",
+      "path": "records/roma_narration.jsonl.zst",
+      "records": 1497,
+      "compressed_bytes": 5918813,
+      "sha256": "9b079402655a3e54eaf8f0b00f5716f1e210d7026425a8dd8f00e2c479e74912"
+    },
+    {
+      "source": "wad",
+      "path": "records/wad.jsonl.zst",
+      "records": 410,
+      "compressed_bytes": 1296141,
+      "sha256": "7a24a8eb9fc134ef1ede07703ef523a0579c45e5f63e37a3ee9c81c761e2baf1"
+    }
+  ]
+}

stage1_annotations/stage1_balanced_v1/records/assembly101_coarse.jsonl.zst

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+size 597240

stage1_annotations/stage1_balanced_v1/records/assembly101_fine.jsonl.zst

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+size 969756

stage1_annotations/stage1_balanced_v1/records/egoblind.jsonl.zst

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+size 663066

stage1_annotations/stage1_balanced_v1/records/proassist_assembly101.jsonl.zst

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+size 3293904

stage1_annotations/stage1_balanced_v1/records/proassist_ego4d.jsonl.zst

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+size 3966242

stage1_annotations/stage1_balanced_v1/records/proassist_egoexolearn.jsonl.zst

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stage1_annotations/stage1_balanced_v1/records/proassist_epickitchens.jsonl.zst

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stage1_annotations/stage1_balanced_v1/records/proassist_holoassist.jsonl.zst

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+size 3440407

stage1_annotations/stage1_balanced_v1/records/proassist_wtag.jsonl.zst

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stage1_annotations/stage1_balanced_v1/records/roma_alert.jsonl.zst

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stage1_annotations/stage1_balanced_v1/records/roma_narration.jsonl.zst

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stage1_annotations/stage1_balanced_v1/records/wad.jsonl.zst

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