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26.3 kB
| { | |
| "schema": "rook-ai-evaluation-run-protocol-v1", | |
| "version": "phase3f-20261005-v2", | |
| "status": "frozen_before_predictions", | |
| "catalog_sha256": "55ba3830b1ce292e88a283947790b056450629ab31fed110b9379574350f6e68", | |
| "dataset_sha256": "86a71f042c848ebfb19791053a797c6b208c733eaff1104784d01ea72779b1ae", | |
| "partitions": { | |
| "validation": { | |
| "path": "data/rook-reviewed-v2/validation.jsonl", | |
| "sha256": "6b646a8fbc1dff99ff8a13668d351025da610850212df55e5f47e1f4bdde8409", | |
| "rows": 240, | |
| "role": "validation" | |
| }, | |
| "calibration": { | |
| "path": "data/rook-reviewed-v2/calibration.jsonl", | |
| "sha256": "c4c62723355c51c819ef5d885750d04e8eeba45d68a52f7e31536fa011591bcd", | |
| "rows": 260, | |
| "role": "calibration" | |
| }, | |
| "sealed_test": { | |
| "path": "data/rook-reviewed-v2/sealed_test.jsonl", | |
| "sha256": "ad721e21393aec7db6951266ff7f9f2c444d51cf7bf178a52122e095f8391462", | |
| "rows": 528, | |
| "role": "sealed_test" | |
| } | |
| }, | |
| "baseline_id": "decision-2.0-lux-9b@78bf3c03d9147aeb30b641edfe0e30ed04887ca5", | |
| "candidate_ids": [ | |
| "rook-epoch-207", | |
| "rook-epoch-414", | |
| "rook-epoch-621" | |
| ], | |
| "models": { | |
| "rook-epoch-207": { | |
| "artifact_sha256": "a308719d8ff453457fedefbf49c5501265c80676954ec6a975b5ce4754240b15", | |
| "manifest_path": "runs/phase3d-20261005/recovered-execution-r1/checkpoints/d3-experiment-r1/checkpoint-000207/rook-checkpoint.json", | |
| "step": 207, | |
| "epoch": 1, | |
| "implementation_sha256": "bf68e22faf74136dad662cb8e3b7023a0024f05a82892e1a308cbb82f7fcb7ab" | |
| }, | |
| "rook-epoch-414": { | |
| "artifact_sha256": "bd7e0a9f8285490719fd2b0c74c193ba698f2baa034f2f4d21056ee52d6d11fd", | |
| "manifest_path": "runs/phase3d-20261005/recovered-execution-r1/checkpoints/d3-experiment-r1/checkpoint-000414/rook-checkpoint.json", | |
| "step": 414, | |
| "epoch": 2, | |
| "implementation_sha256": "bf68e22faf74136dad662cb8e3b7023a0024f05a82892e1a308cbb82f7fcb7ab" | |
| }, | |
| "rook-epoch-621": { | |
| "artifact_sha256": "452a4c3cf6ac45c582ca7281879455a9517ce825fd1973ab42701c4a9da31ef3", | |
| "manifest_path": "runs/phase3d-20261005/recovered-execution-r1/checkpoints/d3-experiment-r1/checkpoint-000621/rook-checkpoint.json", | |
| "step": 621, | |
| "epoch": 3, | |
| "implementation_sha256": "bf68e22faf74136dad662cb8e3b7023a0024f05a82892e1a308cbb82f7fcb7ab" | |
| }, | |
| "decision-2.0-lux-9b@78bf3c03d9147aeb30b641edfe0e30ed04887ca5": { | |
| "artifact_sha256": "4e0f4ca0cf3c833933f9bed3021012d061910016c9f4ca43b34f5d66e8d0a260", | |
| "implementation_sha256": "bf68e22faf74136dad662cb8e3b7023a0024f05a82892e1a308cbb82f7fcb7ab", | |
| "role": "mandatory unchanged pinned Lux; no adapter; original pretrained head" | |
| } | |
| }, | |
| "formatting_version": "decision2-segmented-options-global-query-v1", | |
| "formatter_sha256": "9f4eafed534be9c0c18ca6c45ca4d5cbeafe70c1129e1ea9224c4a3a21042a24", | |
| "tokenizer_sha256": "06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523", | |
| "class_namespaces": { | |
| "access-channel/choice": { | |
| "renew": "Renew credentials", | |
| "security": "Security review", | |
| "access": "Normal access", | |
| "offline": "Offline verification" | |
| }, | |
| "reservation-allocation/choice": { | |
| "waitlist": "No suitable room", | |
| "B": "Room B", | |
| "A": "Room A", | |
| "C": "Room C" | |
| }, | |
| "deadline-date/noul": { | |
| "false": "The stated rule is not satisfied", | |
| "true": "The stated rule is satisfied" | |
| }, | |
| "ledger-consistency/noul": { | |
| "false": "The stated rule is not satisfied", | |
| "true": "The stated rule is satisfied" | |
| }, | |
| "cold-chain/score": { | |
| "0": "No excursion", | |
| "1": "Short excursion", | |
| "2": "Sustained excursion", | |
| "3": "Long excursion" | |
| }, | |
| "response-sla/score": { | |
| "0": "Within SLA", | |
| "1": "Up to 30 minutes late", | |
| "2": "31 to 120 minutes late", | |
| "3": "More than 120 minutes late" | |
| }, | |
| "appointment-resolution/choice": { | |
| "attend": "Attend current booking", | |
| "rebook": "Rebook after lateness", | |
| "reschedule": "Reschedule for staff absence", | |
| "cancel": "Cancel booking" | |
| }, | |
| "repair-resolution/choice": { | |
| "isolate": "Isolate equipment", | |
| "diagnose": "Obtain diagnosis", | |
| "repair": "Repair equipment", | |
| "replace": "Replace equipment" | |
| }, | |
| "factual-evidence/noul": { | |
| "false": "The stated rule is not satisfied", | |
| "true": "The stated rule is satisfied" | |
| }, | |
| "workflow-release/noul": { | |
| "false": "The stated rule is not satisfied", | |
| "true": "The stated rule is satisfied" | |
| }, | |
| "capacity-pressure/score": { | |
| "0": "Spare capacity", | |
| "1": "Exactly full", | |
| "2": "Over capacity", | |
| "3": "Demand with zero capacity" | |
| }, | |
| "dependency-readiness/score": { | |
| "0": "Blocked", | |
| "1": "Checks incomplete", | |
| "2": "Checks complete, approval missing", | |
| "3": "Ready with approval" | |
| }, | |
| "dispatch-window/choice": { | |
| "today": "Ship today", | |
| "compliance": "Compliance review", | |
| "tomorrow": "Next-day dispatch", | |
| "address": "Request address", | |
| "backorder": "Backorder" | |
| }, | |
| "public:clinc150/choice": { | |
| "calendar": "Intent category: calendar", | |
| "smart_home": "Intent category: smart home", | |
| "reminder_update": "Intent category: reminder update", | |
| "next_song": "Intent category: next song", | |
| "what_song": "Intent category: what song", | |
| "todo_list_update": "Intent category: todo list update", | |
| "restaurant_suggestion": "Intent category: restaurant suggestion", | |
| "ingredient_substitution": "Intent category: ingredient substitution", | |
| "ingredients_list": "Intent category: ingredients list", | |
| "restaurant_reviews": "Intent category: restaurant reviews", | |
| "meal_suggestion": "Intent category: meal suggestion", | |
| "restaurant_reservation": "Intent category: restaurant reservation", | |
| "card_declined": "Intent category: card declined", | |
| "report_lost_card": "Intent category: report lost card", | |
| "credit_limit": "Intent category: credit limit", | |
| "rewards_balance": "Intent category: rewards balance", | |
| "credit_score": "Intent category: credit score", | |
| "redeem_rewards": "Intent category: redeem rewards", | |
| "pin_change": "Intent category: pin change", | |
| "bill_balance": "Intent category: bill balance", | |
| "transactions": "Intent category: transactions", | |
| "routing": "Intent category: routing", | |
| "bill_due": "Intent category: bill due", | |
| "pay_bill": "Intent category: pay bill", | |
| "spending_history": "Intent category: spending history", | |
| "transfer": "Intent category: transfer", | |
| "order_checks": "Intent category: order checks", | |
| "min_payment": "Intent category: min payment", | |
| "pto_request_status": "Intent category: pto request status", | |
| "pto_balance": "Intent category: pto balance", | |
| "pto_used": "Intent category: pto used", | |
| "schedule_meeting": "Intent category: schedule meeting", | |
| "next_holiday": "Intent category: next holiday", | |
| "pto_request": "Intent category: pto request", | |
| "apr": "Intent category: apr", | |
| "credit_limit_change": "Intent category: credit limit change", | |
| "improve_credit_score": "Intent category: improve credit score", | |
| "damaged_card": "Intent category: damaged card", | |
| "replacement_card_duration": "Intent category: replacement card duration", | |
| "new_card": "Intent category: new card", | |
| "vaccines": "Intent category: vaccines", | |
| "travel_alert": "Intent category: travel alert", | |
| "book_hotel": "Intent category: book hotel", | |
| "lost_luggage": "Intent category: lost luggage", | |
| "international_visa": "Intent category: international visa", | |
| "book_flight": "Intent category: book flight", | |
| "sync_device": "Intent category: sync device", | |
| "repeat": "Intent category: repeat", | |
| "no": "Intent category: no", | |
| "whisper_mode": "Intent category: whisper mode", | |
| "change_volume": "Intent category: change volume", | |
| "change_speed": "Intent category: change speed", | |
| "schedule_maintenance": "Intent category: schedule maintenance", | |
| "jump_start": "Intent category: jump start", | |
| "mpg": "Intent category: mpg", | |
| "gas_type": "Intent category: gas type", | |
| "gas": "Intent category: gas", | |
| "distance": "Intent category: distance", | |
| "traffic": "Intent category: traffic", | |
| "oil_change_when": "Intent category: oil change when", | |
| "current_location": "Intent category: current location", | |
| "oil_change_how": "Intent category: oil change how", | |
| "tire_change": "Intent category: tire change", | |
| "are_you_a_bot": "Intent category: are you a bot", | |
| "thank_you": "Intent category: thank you", | |
| "tell_joke": "Intent category: tell joke", | |
| "greeting": "Intent category: greeting", | |
| "who_made_you": "Intent category: who made you", | |
| "meaning_of_life": "Intent category: meaning of life", | |
| "insurance": "Intent category: insurance", | |
| "w2": "Intent category: w2", | |
| "direct_deposit": "Intent category: direct deposit", | |
| "insurance_change": "Intent category: insurance change", | |
| "reminder": "Intent category: reminder", | |
| "order_status": "Intent category: order status", | |
| "update_playlist": "Intent category: update playlist", | |
| "change_accent": "Intent category: change accent", | |
| "change_user_name": "Intent category: change user name", | |
| "change_language": "Intent category: change language", | |
| "change_ai_name": "Intent category: change ai name", | |
| "taxes": "Intent category: taxes", | |
| "income": "Intent category: income", | |
| "recipe": "Intent category: recipe", | |
| "cancel_reservation": "Intent category: cancel reservation", | |
| "nutrition_info": "Intent category: nutrition info", | |
| "calendar_update": "Intent category: calendar update", | |
| "measurement_conversion": "Intent category: measurement conversion", | |
| "timer": "Intent category: timer", | |
| "share_location": "Intent category: share location", | |
| "text": "Intent category: text", | |
| "flip_coin": "Intent category: flip coin", | |
| "calculator": "Intent category: calculator", | |
| "time": "Intent category: time", | |
| "date": "Intent category: date", | |
| "find_phone": "Intent category: find phone", | |
| "spelling": "Intent category: spelling", | |
| "flight_status": "Intent category: flight status", | |
| "carry_on": "Intent category: carry on", | |
| "plug_type": "Intent category: plug type", | |
| "translate": "Intent category: translate", | |
| "payday": "Intent category: payday", | |
| "directions": "Intent category: directions", | |
| "uber": "Intent category: uber", | |
| "last_maintenance": "Intent category: last maintenance", | |
| "cancel": "Intent category: cancel", | |
| "roll_dice": "Intent category: roll dice", | |
| "weather": "Intent category: weather", | |
| "food_last": "Intent category: food last", | |
| "confirm_reservation": "Intent category: confirm reservation", | |
| "how_busy": "Intent category: how busy", | |
| "cook_time": "Intent category: cook time", | |
| "shopping_list_update": "Intent category: shopping list update", | |
| "calories": "Intent category: calories", | |
| "make_call": "Intent category: make call", | |
| "alarm": "Intent category: alarm", | |
| "report_fraud": "Intent category: report fraud", | |
| "expiration_date": "Intent category: expiration date", | |
| "freeze_account": "Intent category: freeze account", | |
| "interest_rate": "Intent category: interest rate", | |
| "how_old_are_you": "Intent category: how old are you", | |
| "what_can_i_ask_you": "Intent category: what can i ask you", | |
| "who_do_you_work_for": "Intent category: who do you work for", | |
| "do_you_have_pets": "Intent category: do you have pets", | |
| "meeting_schedule": "Intent category: meeting schedule", | |
| "travel_notification": "Intent category: travel notification", | |
| "exchange_rate": "Intent category: exchange rate", | |
| "accept_reservations": "Intent category: accept reservations", | |
| "play_music": "Intent category: play music", | |
| "order": "Intent category: order", | |
| "what_are_your_hobbies": "Intent category: what are your hobbies", | |
| "goodbye": "Intent category: goodbye", | |
| "fun_fact": "Intent category: fun fact", | |
| "account_blocked": "Intent category: account blocked", | |
| "international_fees": "Intent category: international fees", | |
| "balance": "Intent category: balance", | |
| "definition": "Intent category: definition", | |
| "timezone": "Intent category: timezone", | |
| "tire_pressure": "Intent category: tire pressure", | |
| "yes": "Intent category: yes", | |
| "car_rental": "Intent category: car rental", | |
| "where_are_you_from": "Intent category: where are you from", | |
| "reset_settings": "Intent category: reset settings", | |
| "rollover_401k": "Intent category: rollover 401k", | |
| "todo_list": "Intent category: todo list", | |
| "shopping_list": "Intent category: shopping list", | |
| "user_name": "Intent category: user name", | |
| "application_status": "Intent category: application status", | |
| "maybe": "Intent category: maybe" | |
| }, | |
| "return-method/choice": { | |
| "accessible": "Accessible pickup", | |
| "courier": "Courier pickup", | |
| "dropoff": "Local dropoff", | |
| "hazardous": "Specialist hazardous pickup" | |
| }, | |
| "backup-recoverability/noul": { | |
| "false": "The stated rule is not satisfied", | |
| "true": "The stated rule is satisfied" | |
| }, | |
| "consent-validity/noul": { | |
| "false": "The stated rule is not satisfied", | |
| "true": "The stated rule is satisfied" | |
| }, | |
| "deadline-pressure/score": { | |
| "0": "Complete or ample time", | |
| "1": "Within a day", | |
| "2": "Blocked and within four hours", | |
| "3": "Overdue" | |
| }, | |
| "inventory-exposure/score": { | |
| "0": "No current exposure", | |
| "1": "At reorder threshold", | |
| "2": "Below reorder threshold", | |
| "3": "Backorders with zero stock" | |
| } | |
| }, | |
| "procedure": { | |
| "selection": { | |
| "partition": "validation", | |
| "probabilities": "raw uncalibrated", | |
| "score": "mean over three tasks (weight 1/3 each), then equal weight per validation family within task; choice/noul utility=accuracy, score utility=1-MAE/(K-1)", | |
| "tie_break": "exact score ties: lower family-macro NLL, then earlier step (207 < 414 < 621)", | |
| "non_regression": "relative to unchanged Lux: each task full-coverage accuracy must not decrease; no family accuracy drop >0.02 absolute; overall row-mean NLL must not increase; family-macro ordinal MAE must not increase; undefined required metrics fail eligibility", | |
| "no_eligible_candidate": "retain baseline, report failure; do not relax gates" | |
| }, | |
| "calibration": { | |
| "partition": "calibration", | |
| "temperature": "one finite positive scalar per selected model and baseline, minimize row-mean multiclass NLL on original logits; no smoothing", | |
| "threshold": "single maximum-probability threshold per model from grid [0,.5,.6,.7,.8,.9,.95,.99,1]; maximize coverage with empirical error risk <=0.05; tie lower threshold; if none has nonzero coverage, abstain from all; freeze before sealed run" | |
| }, | |
| "sealed": "after complete adjudicated gold, validation selection, calibration and procedure execution freeze; one paired run only; no tuning from sealed outcomes", | |
| "classification": "family/task namespaces; semantic supplied keys validated against descriptions; per-class precision/recall/F1/support; balanced accuracy and macro-F1 over gold-supported classes; absent classes explicitly listed, recall undefined; precision undefined if no predictions; supported F1 zero when no true positives; no global option-position F1", | |
| "probabilities": "NLL row mean; zero gold probability => +infinity, no clipping; Brier=sum_k(p_k-y_k)^2 row mean; fixed ECE ten bins [j/10,(j+1)/10) final inclusive 1; adaptive ECE ten deterministic equal-rank bins floor(10*i/N), sort by (confidence,row_id); report reliability/counts", | |
| "ordinal": "family/rubric-specific MAE of argmax level, QWK=1-observed_squared_error/expected_squared_error from marginal counts (undefined if expected=0), RPS=sum cumulative squared errors/(K-1); namespace means explicitly distinguished from row means", | |
| "breakdowns": [ | |
| "task_type", | |
| "family", | |
| "source_id", | |
| "language", | |
| "cardinality" | |
| ], | |
| "selective": "full coverage first; threshold accepts max probability >= threshold; report coverage/count/error risk; empty accepted set => null risk; no selective benefit from omitting prediction failures", | |
| "bootstrap": { | |
| "method": "paired family-cluster resampling within task, preserving 1/3 task weighting; resample all rows in each drawn whole family with multiplicity", | |
| "replicates": 2000, | |
| "seed": 20261004, | |
| "confidence": 0.95, | |
| "interval": "percentile .025/.975 with linear interpolation; candidate minus baseline; if any undefined/nonfinite replicate, interval null with count; do not clip infinity", | |
| "scope": "accuracy, declared utility score, family-macro balanced accuracy/F1, row NLL/Brier/fixed/adaptive ECE, family-macro ordinal MAE/QWK/RPS", | |
| "limitations": "6 validation, 6 calibration, 7 sealed independent families; public CLINC is one family; narrow intervals do not establish broad generalization" | |
| }, | |
| "missing_metrics": "null with supports for undefined or absent task/rubric; empty partition invalid; missing predictions invalidate comparison; positive infinity serialized explicitly", | |
| "prediction_ties": "first supplied candidate in original ordered mapping", | |
| "upstream_exposure": "unknown; public intent adaptation is not original benchmark evaluation; English only; no language or superiority claims from training loss" | |
| }, | |
| "procedure_sha256": "049bd1ce127652f3cd01bef70040366398c542ee463cf5ad565423e96caf6836", | |
| "inherited_protocol_file_sha256": "299162ed0ad7ea165226b6d1e67e914ba039dba1dbe723ff7585ddaeef261a23", | |
| "ai_overlay_sha256": "e120bf6694cdecda85409561bcc400ea9077eb3864709495ac7cdf43f0823875", | |
| "human_reviewed": false, | |
| "human_attested": false, | |
| "label_provenance": "InferHub cx/gpt-6.1-sol blind pass then same-model reference-visible reconsideration", | |
| "external_exposure": { | |
| "validation": 240, | |
| "calibration": 260, | |
| "sealed_test": 528 | |
| }, | |
| "eligible_counts": { | |
| "validation": 240, | |
| "calibration": 260, | |
| "sealed_test": 525 | |
| }, | |
| "excluded_sealed_rows": [ | |
| { | |
| "row_id": "clinc150:test:2272", | |
| "target": null, | |
| "note": "The request is to change the voice’s gender, but none of the supplied categories covers voice gender or voice type. “change_accent” is not an adequate match." | |
| }, | |
| { | |
| "row_id": "clinc150:test:2997", | |
| "target": null, | |
| "note": "The utterance asks about a card-use charge in “x,” but does not establish that x is an international location. International fees is plausible, but the supplied information does not determine that category." | |
| }, | |
| { | |
| "row_id": "clinc150:test:3541", | |
| "target": null, | |
| "note": "“Are you okay” is a wellbeing check, and none of the supplied categories represents that intent. “Greeting” is not a sufficiently supported match." | |
| } | |
| ], | |
| "numerical_fit": { | |
| "temperature_bounds": [ | |
| 0.01, | |
| 100.0 | |
| ], | |
| "log_temperature_tolerance": 1e-09, | |
| "max_iterations": 256, | |
| "optimizer": "golden-section in log(T), include endpoints and T=1", | |
| "objective": "stable logsumexp row-mean NLL of original logits", | |
| "fit_split": "calibration", | |
| "thresholds": [ | |
| 0.0, | |
| 0.5, | |
| 0.6, | |
| 0.7, | |
| 0.8, | |
| 0.9, | |
| 0.95, | |
| 0.99, | |
| 1.0 | |
| ], | |
| "maximum_empirical_risk": 0.05, | |
| "threshold_tie": "lower threshold", | |
| "empty_feasible_policy": "abstain_all" | |
| }, | |
| "code_files_sha256": { | |
| "tools/phase3f_evaluate.py": "001a12fee157aaf346162c9e22d9a18c70bcad74bc72804b8336c2f3535f90d0", | |
| "tools/phase3f_worker.py": "1d205fcffa092625c12f89e90eaf10ea3cbf64ee69dc8212be8410a68d6967cd", | |
| "tools/ai_review_inferhub.py": "7cb50dfc6ce4e140671d1f30313250fada061a17394a93db29630f35ed5aa238", | |
| "tools/ai_adjudicate_inferhub.py": "e6af7a42d78242c347ddd11296caccf79911cf41fe1a13ac50c708167d4eba1a", | |
| "src/rook/__init__.py": "8a5f2cc499698019b210460e04a2f00a61e662d6aa4e56d7a5197e08f9f416a7", | |
| "src/rook/api.py": "3e06325591d18b8df644f3c79b0453d06de8f57cbc1e9e8e25a9cca381165284", | |
| "src/rook/backend.py": "3b0402bc2942cb42638cf61d57316c25ac48582421d4bdda6848af2a582c4837", | |
| "src/rook/cli.py": "43ff2ac6dec0845704c5f979882156d8843d288a5c00dbe4b120180848233807", | |
| "src/rook/contracts.py": "77bf5c4f0bee64eef0871368186c5b2bb963f5ae2cc82dc317199ed4736bd30e", | |
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