id stringlengths 18 43 | task stringclasses 13
values | level int64 0 4 | state stringlengths 70 14.2k | questions stringlengths 162 2.86k | answers stringlengths 48 1.88k |
|---|---|---|---|---|---|
needle_retrieval:train:1277 | needle_retrieval | 4 | id=L-2022; city=Tunis
id=L-7665; city=Tunis
id=L-9255; city=Porto
id=L-7857; city=Cuenca
id=L-2960; city=Osaka
id=L-6922; city=Cusco
id=L-7493; city=Quito
id=L-7479; city=Lagos
id=L-2879; city=Darwin
id=L-2487; city=Cuenca
id=L-1069; city=Braga
id=L-1040; city=Dakar
id=L-8984; city=Hanoi
id=L-3701; city=Darwin
id=L-544... | {"value_of_id": {"type": "choice", "criteria": {"Hue": "Hue", "Tunis": "Tunis", "Kobe": "Kobe", "Porto": "Porto", "Braga": "Braga", "Darwin": "Darwin", "Perth": "Perth", "Hanoi": "Hanoi", "Oslo": "Oslo", "Lima": "Lima", "Cuenca": "Cuenca", "Cusco": "Cusco", "Sfax": "Sfax", "Quito": "Quito", "Dakar": "Dakar", "Bergen": ... | {"value_of_id": {"type": "choice", "choice": "Perth", "probabilities": {"Hue": 0.0, "Tunis": 0.0, "Kobe": 0.0, "Porto": 0.0, "Braga": 0.0, "Darwin": 0.0, "Perth": 1.0, "Hanoi": 0.0, "Oslo": 0.0, "Lima": 0.0, "Cuenca": 0.0, "Cusco": 0.0, "Sfax": 0.0, "Quito": 0.0, "Dakar": 0.0, "Bergen": 0.0, "Lagos": 0.0, "Osaka": 0.0,... |
table_lookup:train:4850 | table_lookup | 1 | {"people": [{"name": "Ximena", "team": "billing", "city": "Cusco", "start_year": 2008}, {"name": "Hana", "team": "support", "city": "Braga", "start_year": 2010}, {"name": "Jonas", "team": "support", "city": "Lima", "start_year": 2013}, {"name": "Lucia", "team": "support", "city": "Thies", "start_year": 2020}, {"name": ... | {"find_person": {"type": "choice", "criteria": {"Dmitri": "Dmitri", "Omar": "Omar", "Ximena": "Ximena", "Jonas": "Jonas", "Hana": "Hana", "Elif": "Elif", "Ada": "Ada", "Lucia": "Lucia", "Bea": "Bea", "Nora": "Nora", "Nils": "Nils"}, "instructions": "Which person works in Braga on the support team?"}, "manager_of": {"ty... | {"find_person": {"type": "choice", "choice": "Hana", "probabilities": {"Dmitri": 0.0, "Omar": 0.0, "Ximena": 0.0, "Jonas": 0.0, "Hana": 1.0, "Elif": 0.0, "Ada": 0.0, "Lucia": 0.0, "Bea": 0.0, "Nora": 0.0, "Nils": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Ines", "probabilities": {"Bruno": 0.0... |
multi_view_adjudication:train:19219 | multi_view_adjudication | 3 | {"ticket": {"channel": "chat"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 22}, "timeline": {"deadline_hours": 26, "executive_e... | {"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t... | {"intent": {"type": "choice", "choice": "access", "probabilities": {"billing": 0.0, "access": 1.0, "technical": 0.0, "other": 0.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 0.0}, "workflow_impact": {"type": "score", "score": 1.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Le... |
event_state_reconstruction:train:14512 | event_state_reconstruction | 3 | {"initial_state": {"owner": "alice", "open": true, "severity": "degraded"}, "events": [{"ts": 142, "kind": "severity", "severity": "routine"}, {"ts": 106, "kind": "assign", "owner": "bob"}, {"ts": 147, "kind": "note", "text": "ack"}, {"ts": 108, "kind": "void", "voids_ts": 106}, {"ts": 154, "kind": "resolve"}, {"ts": 1... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "alice", "probabilities": {"alice": 1.0, "bob": 0.0, "carol": 0.0, "unassigned": 0.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 0.0}, "current_severity": {"type": "score", "score": 1.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service re... |
policy_under_uncertainty:train:11804 | policy_under_uncertainty | 2 | {"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 2}, "resource": {"team": "gamma", "sensitivity": "public"}, "action": "read"}, "role_evidence": {"history": "Of the last 51 requests from this account, 16 by analysts, 19 by engineers, 16 by managers. No other role has used it.", "reports": [{"so... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "none (default deny)": "none (de... | {"access_allowed": {"type": "noul", "noul": 0.77628}, "governing_policy": {"type": "choice", "choice": "P3", "probabilities": {"P1": 0.22371967654986524, "P2": 0.0, "P3": 0.7762803234501348, "none (default deny)": 0.0}, "confidence": 0.7762803234501348}, "requester_role": {"type": "choice", "choice": "manager", "probab... |
policy_under_uncertainty:train:7178 | policy_under_uncertainty | 0 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 0}, "resource": {"team": "gamma", "sensitivity": "public"}, "action": "write"}, "role_evidence": {"history": "Of the last 72 requests from this account, 30 by analysts, 29 by engineers, 13 by managers. No other role has used it.", "reports": [{"so... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "none (default deny)": "none (default deny)"... | {"access_allowed": {"type": "noul", "noul": 0.918239}, "governing_policy": {"type": "choice", "choice": "P2", "probabilities": {"P1": 0.18867924528301888, "P2": 0.7295597484276729, "none (default deny)": 0.08176100628930817}, "confidence": 0.7295597484276729}, "requester_role": {"type": "choice", "choice": "engineer", ... |
evidence_sufficiency:train:15780 | evidence_sufficiency | 3 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence with valid=false is invalid.", "A retraction makes the ev... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S6", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "S6": 1.0, "S7": 0.0, "none": 0.0}, "confidence": 1.0}} |
state_perturbation:train:10588 | state_perturbation | 1 | {"before": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 250, "owner": "unassigned", "note": "imported"}, {"id": "R2", "authorized": false, "status": "blocked", "amount": 100, "owner": "unassigned", "note": "reviewed"}], "after": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 250, "... | {"material_change": {"type": "noul", "instructions": "Did any material field of record R2 change?"}, "changed_dimension": {"type": "choice", "instructions": "Which material dimension of record R2 changed? Choose none when only non-material fields changed.", "criteria": {"authorization": "authorization", "status": "stat... | {"material_change": {"type": "noul", "noul": 1.0}, "changed_dimension": {"type": "choice", "choice": "authorization", "probabilities": {"authorization": 1.0, "status": 0.0, "financial": 0.0, "ownership": 0.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 0.0, "legend": {"0": "Lower oper... |
needle_retrieval:train:3614 | needle_retrieval | 0 | The badge B-6488 has office Thies. The badge B-6099 has office Cuenca. The badge B-8990 has office Osaka. The badge B-6993 has office Porto. The badge B-6655 has office Cusco. The badge B-1242 has office Tunis. The badge B-6695 has office Dakar. The badge B-6990 has office Porto. The badge B-0218 has office Hanoi. | {"value_of_id": {"type": "choice", "criteria": {"Porto": "Porto", "Quito": "Quito", "Braga": "Braga", "Sfax": "Sfax", "Osaka": "Osaka", "Lagos": "Lagos", "Hue": "Hue", "Accra": "Accra", "Dakar": "Dakar", "Cuenca": "Cuenca", "Lima": "Lima", "Darwin": "Darwin", "Kobe": "Kobe", "Thies": "Thies", "Tunis": "Tunis", "Perth":... | {"value_of_id": {"type": "choice", "choice": "Porto", "probabilities": {"Porto": 1.0, "Quito": 0.0, "Braga": 0.0, "Sfax": 0.0, "Osaka": 0.0, "Lagos": 0.0, "Hue": 0.0, "Accra": 0.0, "Dakar": 0.0, "Cuenca": 0.0, "Lima": 0.0, "Darwin": 0.0, "Kobe": 0.0, "Thies": 0.0, "Tunis": 0.0, "Perth": 0.0, "Bergen": 0.0, "Cusco": 0.0... |
taxonomy_routing:train:10819 | taxonomy_routing | 1 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category | rule
--- | ---
compliance/escalations | age days above 7 and region is north
accounts/desk-b | age days above 7 and region is north
software/review | issue is delay and tier is plus
shipping/backlog | issue is dela... | {"route": {"type": "choice", "criteria": {"compliance/escalations": "compliance/escalations", "accounts/desk-b": "accounts/desk-b", "software/review": "software/review", "shipping/backlog": "shipping/backlog", "compliance/desk-b": "compliance/desk-b", "onboarding/desk-a": "onboarding/desk-a", "partners/intake": "partne... | {"route": {"type": "choice", "choice": "shipping/intake", "probabilities": {"compliance/escalations": 0.0, "accounts/desk-b": 0.0, "software/review": 0.0, "shipping/backlog": 0.0, "compliance/desk-b": 0.0, "onboarding/desk-a": 0.0, "partners/intake": 0.0, "onboarding/backlog": 0.0, "hardware/escalations": 0.0, "shippin... |
entity_belief_tracking:train:4423 | entity_belief_tracking | 4 | {"locations": ["lab", "kitchen", "drawer", "shelf", "studio", "office", "desk", "attic", "basement", "archive", "vault", "garage", "cabinet", "mailroom"], "initial_locations": {"item_1": "kitchen", "item_2": "drawer", "item_3": "archive"}, "events": [{"step": 1, "object": "item_3", "destination": "studio", "witnesses":... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"lab": "lab", "kitchen": "kitchen", "drawer": "drawer", "shelf": "shelf", "studio": "studio", "office": "office", "desk": "desk", "attic": "attic", "basement": "basement", "archive": "archive", "vaul... | {"world_location": {"type": "choice", "choice": "shelf", "probabilities": {"lab": 0.0, "kitchen": 0.0, "drawer": 0.0, "shelf": 1.0, "studio": 0.0, "office": 0.0, "desk": 0.0, "attic": 0.0, "basement": 0.0, "archive": 0.0, "vault": 0.0, "garage": 0.0, "cabinet": 0.0, "mailroom": 0.0}, "confidence": 1.0}, "agent_belief_l... |
taxonomy_routing:train:14804 | taxonomy_routing | 4 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category | rule
--- | ---
partners/review | age days above 30 and region is east and product is router
hardware/backlog | region is east and age days above 60
software/priority | region is east and amount at most 100
billing/... | {"route": {"type": "choice", "criteria": {"partners/review": "partners/review", "hardware/backlog": "hardware/backlog", "software/priority": "software/priority", "billing/review": "billing/review", "compliance/backlog": "compliance/backlog", "billing/desk-b": "billing/desk-b", "software/escalations": "software/escalati... | {"route": {"type": "choice", "choice": "software/desk-a", "probabilities": {"partners/review": 0.0, "hardware/backlog": 0.0, "software/priority": 0.0, "billing/review": 0.0, "compliance/backlog": 0.0, "billing/desk-b": 0.0, "software/escalations": 0.0, "accounts/specialists": 0.0, "security/desk-b": 0.0, "compliance/de... |
policy_under_uncertainty:train:8322 | policy_under_uncertainty | 4 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 2}, "resource": {"team": "gamma", "sensitivity": "internal"}, "action": "approve"}, "role_evidence": {"history": "Of the last 26 requests from this account, 23 by analysts, 3 by engineers. No other role has used it.", "reports": [{"source": "intak... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "P6": "P... | {"access_allowed": {"type": "noul", "noul": 0.978723}, "governing_policy": {"type": "choice", "choice": "P4", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.9787234042553191, "P5": 0.0, "P6": 0.0, "P7": 0.0, "none (default deny)": 0.02127659574468085}, "confidence": 0.9787234042553191}, "requester_role": {"... |
policy_under_uncertainty:train:5613 | policy_under_uncertainty | 3 | {"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "internal"}, "action": "read"}, "role_evidence": {"history": "Of the last 37 requests from this account, 27 by engineers, 10 by managers. No other role has used it.", "reports": [{"source": "directo... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "none (d... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "none (default deny)", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "none (default deny)": 1.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "engineer", "probabilities": ... |
needle_retrieval:train:6224 | needle_retrieval | 3 | id,destination
S-5969,Hue
S-1357,Kobe
S-2780,Dakar
S-0017,Lima
S-7760,Tunis
S-6935,Quito
S-9715,Cusco
S-5599,Perth
S-0987,Osaka
S-0820,Cuenca
S-5930,Lagos
S-5254,Osaka
S-7070,Thies
S-2880,Kobe
S-7417,Perth
S-0918,Sfax
S-2149,Perth
S-6350,Thies
S-9257,Tunis
S-0418,Accra
S-7059,Perth
S-0754,Thies
S-9064,Dakar
S-1837,Port... | {"value_of_id": {"type": "choice", "criteria": {"Lagos": "Lagos", "Hanoi": "Hanoi", "Braga": "Braga", "Quito": "Quito", "Hue": "Hue", "Bergen": "Bergen", "Kobe": "Kobe", "Osaka": "Osaka", "Cuenca": "Cuenca", "Perth": "Perth", "Sfax": "Sfax", "Darwin": "Darwin", "Dakar": "Dakar", "Lima": "Lima", "Oslo": "Oslo", "Accra":... | {"value_of_id": {"type": "choice", "choice": "Quito", "probabilities": {"Lagos": 0.0, "Hanoi": 0.0, "Braga": 0.0, "Quito": 1.0, "Hue": 0.0, "Bergen": 0.0, "Kobe": 0.0, "Osaka": 0.0, "Cuenca": 0.0, "Perth": 0.0, "Sfax": 0.0, "Darwin": 0.0, "Dakar": 0.0, "Lima": 0.0, "Oslo": 0.0, "Accra": 0.0}, "confidence": 1.0}, "id_ha... |
partial_observation_calibration:train:2592 | partial_observation_calibration | 3 | {"prior_probability_incident": "1/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "negative", "p_positive_given_incident": "3/4", "p_positive_given_no_incident": "1/4"}, {"id": "S2", "observed": "positive", "p_positive_given... | {"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}} | {"incident_real": {"type": "noul", "noul": 0.36}} |
policy_under_uncertainty:train:14557 | policy_under_uncertainty | 2 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 0}, "resource": {"team": "beta", "sensitivity": "public"}, "action": "read"}, "role_evidence": {"history": "Of the last 52 requests from this account, 28 by analysts, 24 by engineers. No other role has used it.", "reports": [{"source": "intake for... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "none (default deny)... | {"access_allowed": {"type": "noul", "noul": 0.114754}, "governing_policy": {"type": "choice", "choice": "none (default deny)", "probabilities": {"P1": 0.11475409836065574, "P2": 0.0, "P3": 0.0, "P4": 0.0, "none (default deny)": 0.8852459016393442}, "confidence": 0.8852459016393442}, "requester_role": {"type": "choice",... |
needle_retrieval:train:11454 | needle_retrieval | 2 | The locker L-4430 has city Hue. The locker L-6670 has city Cusco. The locker L-9380 has city Hue. The locker L-2436 has city Hue. The locker L-6157 has city Oslo. The locker L-3735 has city Darwin. The locker L-3182 has city Osaka. The locker L-4466 has city Accra. The locker L-4346 has city Cuenca. The locker L-0613 h... | {"value_of_id": {"type": "choice", "criteria": {"Osaka": "Osaka", "Oslo": "Oslo", "Tunis": "Tunis", "Bergen": "Bergen", "Hue": "Hue", "Kobe": "Kobe", "Accra": "Accra", "Cuenca": "Cuenca", "Darwin": "Darwin", "Hanoi": "Hanoi", "Lagos": "Lagos", "Quito": "Quito", "Lima": "Lima"}, "instructions": "Which city is listed for... | {"value_of_id": {"type": "choice", "choice": "Hue", "probabilities": {"Osaka": 0.0, "Oslo": 0.0, "Tunis": 0.0, "Bergen": 0.0, "Hue": 1.0, "Kobe": 0.0, "Accra": 0.0, "Cuenca": 0.0, "Darwin": 0.0, "Hanoi": 0.0, "Lagos": 0.0, "Quito": 0.0, "Lima": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "i... |
policy_applicability:train:5675 | policy_applicability | 1 | {"request": {"subject": {"role": "engineer", "team": "gamma", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "internal"}, "action": "read"}, "policies": [{"id": "P1", "priority": 3, "effect": "allow", "roles": ["analyst"], "max_sensitivity": "internal"}, {"id": "P2", "priority": 2, "effect": "deny", "max... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"... | {"access_allowed": {"type": "noul", "noul": 1.0}, "governing_policy": {"type": "choice", "choice": "P3", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies agree on effe... |
entity_belief_tracking:train:18395 | entity_belief_tracking | 3 | {"locations": ["studio", "garage", "basement", "desk", "locker", "archive", "cabinet", "mailroom", "office", "lab", "attic", "drawer"], "initial_locations": {"item_1": "archive", "item_2": "attic", "item_3": "garage"}, "events": [{"step": 1, "object": "item_3", "destination": "archive", "witnesses": ["alice"]}, {"step"... | {"world_location": {"type": "choice", "instructions": "Where is item_2 actually located after all events?", "criteria": {"studio": "studio", "garage": "garage", "basement": "basement", "desk": "desk", "locker": "locker", "archive": "archive", "cabinet": "cabinet", "mailroom": "mailroom", "office": "office", "lab": "lab... | {"world_location": {"type": "choice", "choice": "drawer", "probabilities": {"studio": 0.0, "garage": 0.0, "basement": 0.0, "desk": 0.0, "locker": 0.0, "archive": 0.0, "cabinet": 0.0, "mailroom": 0.0, "office": 0.0, "lab": 0.0, "attic": 0.0, "drawer": 1.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice",... |
evidence_sufficiency:train:5587 | evidence_sufficiency | 2 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence with valid=false is invalid.", "A retraction makes the ev... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S1", "probabilities": {"S1": 1.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "none": 0.0}, "confidence": 1.0}} |
state_perturbation:train:2586 | state_perturbation | 4 | {"before": [{"id": "R1", "authorized": false, "status": "blocked", "amount": 520, "owner": "unassigned", "note": "routine", "status_note": "blocked", "amount_quoted": 550, "previous_owner": "unassigned"}, {"id": "R2", "authorized": false, "status": "open", "amount": 450, "owner": "bob", "note": "reviewed", "status_note... | {"material_change": {"type": "noul", "instructions": "Did any material field of record R5 change?"}, "changed_dimension": {"type": "choice", "instructions": "Which material dimension of record R5 changed? Choose none when only non-material fields changed.", "criteria": {"authorization": "authorization", "status": "stat... | {"material_change": {"type": "noul", "noul": 1.0}, "changed_dimension": {"type": "choice", "choice": "authorization", "probabilities": {"authorization": 1.0, "status": 0.0, "financial": 0.0, "ownership": 0.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 2.0, "legend": {"0": "Lower oper... |
evidence_sufficiency:train:9588 | evidence_sufficiency | 4 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence is valid only if collected on day 10 or later.", "A retra... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S3", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 1.0, "S4": 0.0, "S5": 0.0, "S6": 0.0, "S7": 0.0, "S8": 0.0, "S9": 0.0, "S10": 0.0, "S11": 0.0, "none": 0.0}, "con... |
event_state_reconstruction:train:14761 | event_state_reconstruction | 3 | {"initial_state": {"owner": "carol", "open": true, "severity": "routine"}, "events": [{"ts": 138, "kind": "void", "voids_ts": 116}, {"ts": 124, "kind": "severity", "severity": "routine"}, {"ts": 105, "kind": "assign", "owner": "alice"}, {"ts": 141, "kind": "note", "text": "customer update"}, {"ts": 112, "kind": "void",... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "unassigned", "probabilities": {"alice": 0.0, "bob": 0.0, "carol": 0.0, "unassigned": 1.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 0.0}, "current_severity": {"type": "score", "score": 2.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded servi... |
policy_applicability:train:17705 | policy_applicability | 3 | {"request": {"subject": {"role": "analyst", "team": "gamma", "clearance": 2}, "resource": {"team": "alpha", "sensitivity": "public"}, "action": "approve"}, "policies": [{"id": "P1", "priority": 8, "effect": "deny", "roles": ["analyst", "engineer"], "teams": ["beta", "gamma"], "min_clearance": 1, "actions": ["read", "wr... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "P8", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the resource is... |
partial_observation_calibration:train:4768 | partial_observation_calibration | 4 | {"prior_probability_incident": "1/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "negative", "p_positive_given_incident": "3/4", "p_positive_given_no_incident": "1/4"}, {"id": "S2", "observed": "positive", "p_positive_given... | {"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}} | {"incident_real": {"type": "noul", "noul": 0.272727}} |
event_state_reconstruction:train:3587 | event_state_reconstruction | 1 | {"initial_state": {"owner": "carol", "open": true, "severity": "routine"}, "events": [{"ts": 102, "kind": "assign", "owner": "carol"}, {"ts": 106, "kind": "note", "text": "ack"}, {"ts": 114, "kind": "assign", "owner": "carol"}, {"ts": 118, "kind": "assign", "owner": "bob"}, {"ts": 121, "kind": "resolve"}, {"ts": 123, "... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "bob", "probabilities": {"alice": 0.0, "bob": 1.0, "carol": 0.0, "unassigned": 0.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 0.0}, "current_severity": {"type": "score", "score": 0.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service requ... |
needle_retrieval:train:8954 | needle_retrieval | 4 | id=B-4499; office=Cusco
id=B-1793; office=Lagos
id=B-0092; office=Lagos
id=B-5726; office=Bergen
id=B-9351; office=Porto
id=B-3834; office=Dakar
id=B-7691; office=Darwin
id=B-0857; office=Porto
id=B-1462; office=Braga
id=B-8106; office=Dakar
id=B-1389; office=Cusco
id=B-5759; office=Oslo
id=B-2245; office=Sfax
id=B-767... | {"value_of_id": {"type": "choice", "criteria": {"Bergen": "Bergen", "Lima": "Lima", "Accra": "Accra", "Osaka": "Osaka", "Sfax": "Sfax", "Darwin": "Darwin", "Kobe": "Kobe", "Cuenca": "Cuenca", "Braga": "Braga", "Tunis": "Tunis", "Hue": "Hue", "Thies": "Thies", "Perth": "Perth", "Lagos": "Lagos", "Dakar": "Dakar", "Quito... | {"value_of_id": {"type": "choice", "choice": "Dakar", "probabilities": {"Bergen": 0.0, "Lima": 0.0, "Accra": 0.0, "Osaka": 0.0, "Sfax": 0.0, "Darwin": 0.0, "Kobe": 0.0, "Cuenca": 0.0, "Braga": 0.0, "Tunis": 0.0, "Hue": 0.0, "Thies": 0.0, "Perth": 0.0, "Lagos": 0.0, "Dakar": 1.0, "Quito": 0.0, "Hanoi": 0.0, "Porto": 0.0... |
evidence_sufficiency:train:4637 | evidence_sufficiency | 1 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence with valid=false is invalid.", "Break reliability ties by... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 1.0}, "has_conflict": {"type": "noul", "noul": 0.0}, "strongest_support_origin": {"type": "choice", "choice": "S1", "probabilities": {"S1": 1.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "none": 0.0}, "confidence": 1.0}} |
event_state_reconstruction:train:5930 | event_state_reconstruction | 4 | {"initial_state": {"owner": "carol", "open": true, "severity": "routine"}, "events": [{"ts": 150, "kind": "resolve"}, {"ts": 123, "kind": "resolve"}, {"ts": 101, "kind": "assign", "owner": "carol"}, {"ts": 109, "kind": "assign", "owner": "unassigned"}, {"ts": 149, "kind": "note", "text": "customer update"}, {"ts": 102,... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "unassigned", "probabilities": {"alice": 0.0, "bob": 0.0, "carol": 0.0, "unassigned": 1.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 0.0}, "current_severity": {"type": "score", "score": 1.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded servi... |
state_perturbation:train:1656 | state_perturbation | 2 | {"before": [{"id": "R1", "authorized": false, "status": "resolved", "amount": 450, "owner": "bob", "note": "imported", "status_note": "resolved", "amount_quoted": 530, "previous_owner": "bob"}, {"id": "R2", "authorized": false, "status": "open", "amount": 540, "owner": "alice", "note": "routine", "status_note": "resolv... | {"material_change": {"type": "noul", "instructions": "Did any material field of record R3 change?"}, "changed_dimension": {"type": "choice", "instructions": "Which material dimension of record R3 changed? Choose none when only non-material fields changed.", "criteria": {"authorization": "authorization", "status": "stat... | {"material_change": {"type": "noul", "noul": 0.0}, "changed_dimension": {"type": "choice", "choice": "none", "probabilities": {"authorization": 0.0, "status": 0.0, "financial": 0.0, "ownership": 0.0, "none": 1.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 0.0, "legend": {"0": "Lower operational r... |
policy_applicability:train:2847 | policy_applicability | 1 | {"request": {"subject": {"role": "engineer", "team": "gamma", "clearance": 0}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "approve"}, "policies": [{"id": "P1", "priority": 4, "effect": "allow", "teams": ["gamma"], "min_clearance": 1}, {"id": "P2", "priority": 3, "effect": "deny", "min_clearanc... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "P4", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 2.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies ag... |
table_lookup:train:602 | table_lookup | 2 | people:
name | team | city | start_year
--- | --- | --- | ---
Ximena | search | Oslo | 2017
Chloe | mobile | Tunis | 2013
Carlos | billing | Tunis | 2021
Zoe | billing | Oslo | 2021
Gil | mobile | Tunis | 2020
Elif | mobile | Darwin | 2013
Goran | mobile | Darwin | 2016
Kofi | security | Darwin | 2014
Mei | billing | T... | {"find_person": {"type": "choice", "criteria": {"Farah": "Farah", "Elif": "Elif", "Kofi": "Kofi", "Emeka": "Emeka", "Ximena": "Ximena", "Chloe": "Chloe", "Goran": "Goran", "Zoe": "Zoe", "Carlos": "Carlos", "Mei": "Mei", "Uma": "Uma", "Bruno": "Bruno", "Gil": "Gil", "Dara": "Dara"}, "instructions": "Who is on the team m... | {"find_person": {"type": "choice", "choice": "Zoe", "probabilities": {"Farah": 0.0, "Elif": 0.0, "Kofi": 0.0, "Emeka": 0.0, "Ximena": 0.0, "Chloe": 0.0, "Goran": 0.0, "Zoe": 1.0, "Carlos": 0.0, "Mei": 0.0, "Uma": 0.0, "Bruno": 0.0, "Gil": 0.0, "Dara": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice":... |
policy_under_uncertainty:train:16777 | policy_under_uncertainty | 3 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "internal"}, "action": "approve"}, "role_evidence": {"history": "Of the last 54 requests from this account, 8 by analysts, 29 by engineers, 17 by managers. No other role has used it.", "reports": [{"... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "none (d... | {"access_allowed": {"type": "noul", "noul": 0.812135}, "governing_policy": {"type": "choice", "choice": "P3", "probabilities": {"P1": 0.0, "P2": 0.019836639439906652, "P3": 0.8121353558926487, "P4": 0.0, "P5": 0.0, "none (default deny)": 0.16802800466744458}, "confidence": 0.8121353558926487}, "requester_role": {"type"... |
multi_view_adjudication:train:18150 | multi_view_adjudication | 4 | {"ticket": {"channel": "chat"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "team"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 19}, "timeline": {"now_hour": 115, "due_hour": null, "exec... | {"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t... | {"intent": {"type": "choice", "choice": "other", "probabilities": {"billing": 0.0, "access": 0.0, "technical": 0.0, "other": 1.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 0.0}, "workflow_impact": {"type": "score", "score": 1.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Lev... |
entity_belief_tracking:train:18922 | entity_belief_tracking | 2 | {"locations": ["studio", "cabinet", "archive", "shelf", "locker"], "initial_locations": {"item_1": "shelf", "item_2": "studio"}, "events": [{"step": 1, "object": "item_2", "destination": "cabinet", "witnesses": ["alice", "bob", "carol"]}, {"step": 2, "object": "item_1", "destination": "archive", "witnesses": ["alice", ... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"studio": "studio", "cabinet": "cabinet", "archive": "archive", "shelf": "shelf", "locker": "locker"}}, "agent_belief_location": {"type": "choice", "instructions": "Where does alice believe item_1 is... | {"world_location": {"type": "choice", "choice": "archive", "probabilities": {"studio": 0.0, "cabinet": 0.0, "archive": 1.0, "shelf": 0.0, "locker": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "archive", "probabilities": {"studio": 0.0, "cabinet": 0.0, "archive": 1.0, "shelf": 0.0, "l... |
policy_applicability:train:15636 | policy_applicability | 3 | {"request": {"subject": {"role": "analyst", "team": "beta", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "internal"}, "action": "read"}, "policies": [{"id": "P9", "priority": 1, "effect": "allow", "teams": ["beta", "gamma"], "min_clearance": 1, "actions": ["read"], "max_sensitivity": "internal"}, {"id"... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"... | {"access_allowed": {"type": "noul", "noul": 1.0}, "governing_policy": {"type": "choice", "choice": "P9", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 0.0, "P9": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the ... |
taxonomy_routing:train:13150 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category=security/escalations; rule=age days above 7 and tier is plus and amount above 100
category=partners/specialists; rule=product is phone
category=security/desk-b; rule=age days above 7 and region is east and amount abo... | {"route": {"type": "choice", "criteria": {"security/escalations": "security/escalations", "partners/specialists": "partners/specialists", "security/desk-b": "security/desk-b", "shipping/priority": "shipping/priority", "shipping/escalations": "shipping/escalations", "accounts/priority": "accounts/priority", "hardware/sp... | {"route": {"type": "choice", "choice": "billing/desk-b", "probabilities": {"security/escalations": 0.0, "partners/specialists": 0.0, "security/desk-b": 0.0, "shipping/priority": 0.0, "shipping/escalations": 0.0, "accounts/priority": 0.0, "hardware/specialists": 0.0, "shipping/review": 0.0, "compliance/review": 0.0, "re... |
multi_view_adjudication:train:469 | multi_view_adjudication | 4 | {"ticket": {"channel": "api"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 20}, "timeline": {"now_hour": 35, "due_hour": 59, "ex... | {"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t... | {"intent": {"type": "choice", "choice": "access", "probabilities": {"billing": 0.0, "access": 1.0, "technical": 0.0, "other": 0.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 1.0}, "workflow_impact": {"type": "score", "score": 1.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Le... |
policy_under_uncertainty:train:13371 | policy_under_uncertainty | 4 | {"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 1}, "resource": {"team": "gamma", "sensitivity": "public"}, "action": "read"}, "role_evidence": {"history": "Of the last 53 requests from this account, 30 by analysts, 5 by engineers, 18 by managers. No other role has used it.", "reports": [{"sou... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "P6": "P... | {"access_allowed": {"type": "noul", "noul": 0.422535}, "governing_policy": {"type": "choice", "choice": "P3", "probabilities": {"P1": 0.4225352112676056, "P2": 0.0, "P3": 0.5774647887323944, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 0.0, "none (default deny)": 0.0}, "confidence": 0.5774647887323944}, "requester... |
policy_under_uncertainty:train:13662 | policy_under_uncertainty | 3 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 1}, "resource": {"team": "beta", "sensitivity": "public"}, "action": "read"}, "role_evidence": {"history": "Of the last 22 requests from this account, 4 by analysts, 7 by engineers, 11 by managers. No other role has used it.", "reports": [{"source... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "none (d... | {"access_allowed": {"type": "noul", "noul": 0.993103}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.993103448275862, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "none (default deny)": 0.006896551724137931}, "confidence": 0.993103448275862}, "requester_role": {"type": "choice", "choic... |
policy_applicability:train:16795 | policy_applicability | 4 | {"request": {"subject": {"role": "analyst", "team": "gamma", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "public"}, "action": "read"}, "policies": [{"id": "P7", "priority": 8, "effect": "allow", "roles": ["analyst", "engineer", "manager"], "teams": ["alpha", "beta", "gamma"], "min_clearance": 0, "acti... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"... | {"access_allowed": {"type": "noul", "noul": 1.0}, "governing_policy": {"type": "choice", "choice": "P14", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 0.0, "P9": 0.0, "P10": 0.0, "P11": 0.0, "P12": 0.0, "P13": 0.0, "P14": 1.0}, "confidence": 1.0}, "review_risk": {... |
needle_retrieval:train:18319 | needle_retrieval | 0 | [{"id": "B-2332", "office": "Bergen"}, {"id": "B-4702", "office": "Darwin"}, {"id": "B-4270", "office": "Cuenca"}, {"id": "B-7204", "office": "Quito"}, {"id": "B-0247", "office": "Hue"}, {"id": "B-7273", "office": "Hue"}, {"id": "B-4207", "office": "Hue"}, {"id": "B-4516", "office": "Tunis"}] | {"value_of_id": {"type": "choice", "criteria": {"Hue": "Hue", "Cuenca": "Cuenca", "Porto": "Porto", "Darwin": "Darwin", "Quito": "Quito", "Kobe": "Kobe"}, "instructions": "Which office is listed for badge B-4207?"}, "id_has_value": {"type": "noul", "instructions": "Does badge B-4207 have office Hue?"}, "id_listed": {"t... | {"value_of_id": {"type": "choice", "choice": "Hue", "probabilities": {"Hue": 1.0, "Cuenca": 0.0, "Porto": 0.0, "Darwin": 0.0, "Quito": 0.0, "Kobe": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "noul", "noul": 0.0}} |
multi_view_adjudication:train:9170 | multi_view_adjudication | 4 | {"ticket": {"channel": "email"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 19}, "timeline": {"now_hour": 126, "due_hour": 150,... | {"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t... | {"intent": {"type": "choice", "choice": "other", "probabilities": {"billing": 0.0, "access": 0.0, "technical": 0.0, "other": 1.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 1.0}, "workflow_impact": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Lev... |
event_state_reconstruction:train:15219 | event_state_reconstruction | 0 | {"initial_state": {"owner": "alice", "open": true, "severity": "routine"}, "events": [{"ts": 104, "kind": "note", "text": "ack"}, {"ts": 108, "kind": "reopen"}, {"ts": 115, "kind": "severity", "severity": "degraded"}], "rule": "Start from initial_state and apply events in ascending timestamp order."} | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "alice", "probabilities": {"alice": 1.0, "bob": 0.0, "carol": 0.0, "unassigned": 0.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 1.0}, "current_severity": {"type": "score", "score": 1.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service re... |
policy_under_uncertainty:train:5898 | policy_under_uncertainty | 4 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "public"}, "action": "read"}, "role_evidence": {"history": "Of the last 38 requests from this account, 26 by analysts, 12 by engineers. No other role has used it.", "reports": [{"source": "badge log"... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "P6": "P... | {"access_allowed": {"type": "noul", "noul": 0.006369}, "governing_policy": {"type": "choice", "choice": "none (default deny)", "probabilities": {"P1": 0.0, "P2": 0.006369426751592357, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 0.0, "P9": 0.0, "none (default deny)": 0.9936305732484076}, "confidence": 0... |
table_lookup:train:6911 | table_lookup | 0 | people:
name | team | city | start_year
--- | --- | --- | ---
Hana | security | Darwin | 2008
Jae | security | Thies | 2024
Zoe | security | Accra | 2021
Kofi | data | Thies | 2021
Freya | data | Porto | 2020
Farah | billing | Porto | 2014
teams:
team | manager
--- | ---
billing | Lucia
search | Uma
mobile | Ada
secur... | {"find_person": {"type": "choice", "criteria": {"Farah": "Farah", "Zoe": "Zoe", "Freya": "Freya", "Jae": "Jae", "Kofi": "Kofi", "Hana": "Hana"}, "instructions": "Which person works in Accra on the security team?"}, "manager_of": {"type": "choice", "criteria": {"Lucia": "Lucia", "Ada": "Ada", "Tariq": "Tariq", "Dmitri":... | {"find_person": {"type": "choice", "choice": "Zoe", "probabilities": {"Farah": 0.0, "Zoe": 1.0, "Freya": 0.0, "Jae": 0.0, "Kofi": 0.0, "Hana": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Tariq", "probabilities": {"Lucia": 0.0, "Ada": 0.0, "Tariq": 1.0, "Dmitri": 0.0, "Uma": 0.0, "Ivy": 0.0}, "... |
partial_observation_calibration:train:16014 | partial_observation_calibration | 4 | {"prior_probability_incident": "2/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "positive", "p_positive_given_incident": "2/3", "p_positive_given_no_incident": "1/3"}, {"id": "S2", "observed": "positive", "p_positive_given... | {"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}} | {"incident_real": {"type": "noul", "noul": 0.990826}} |
record_aggregation:train:9760 | record_aggregation | 0 | item,category,quantity,in_stock
purple scarf,tools,20,True
white chair,outdoor,20,False
red vase,outdoor,20,True
gray chair,kitchen,12,True
gray vase,kitchen,5,True | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "How many listed items belong to kitchen?"}, "largest_quantity": {"type": "choice", "criteria": {"red vase": "red vase", "white chair": "white chair", "purple scarf": "purple scarf", "gray cha... | {"count_in_category": {"type": "score", "score": 2.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9 or more"}, "probabilities": {"0": 0.0, "1": 0.0, "2": 1.0, "3": 0.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 0.0}, "confidence": 1.0}, "larges... |
taxonomy_routing:train:1094 | taxonomy_routing | 3 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category=shipping/desk-b; rule=product is tablet and region is west
category=shipping/priority; rule=amount at most 500 and channel is email
category=accounts/review; rule=region is south and product is camera and tier is fre... | {"route": {"type": "choice", "criteria": {"shipping/desk-b": "shipping/desk-b", "shipping/priority": "shipping/priority", "accounts/review": "accounts/review", "onboarding/desk-a": "onboarding/desk-a", "partners/backlog": "partners/backlog", "accounts/desk-a": "accounts/desk-a", "accounts/desk-b": "accounts/desk-b", "h... | {"route": {"type": "choice", "choice": "hardware/intake", "probabilities": {"shipping/desk-b": 0.0, "shipping/priority": 0.0, "accounts/review": 0.0, "onboarding/desk-a": 0.0, "partners/backlog": 0.0, "accounts/desk-a": 0.0, "accounts/desk-b": 0.0, "hardware/priority": 0.0, "compliance/escalations": 0.0, "compliance/re... |
policy_applicability:train:10366 | policy_applicability | 3 | {"request": {"subject": {"role": "manager", "team": "beta", "clearance": 0}, "resource": {"team": "alpha", "sensitivity": "restricted"}, "action": "read"}, "policies": [{"id": "P2", "priority": 6, "effect": "allow", "roles": ["analyst", "manager"], "teams": ["beta", "gamma"], "min_clearance": 0, "actions": ["write", "a... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"... | {"access_allowed": {"type": "noul", "noul": 1.0}, "governing_policy": {"type": "choice", "choice": "P7", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 1.0, "legend": {"0": "Level 0: the resource is not restri... |
needle_retrieval:train:17196 | needle_retrieval | 0 | id,branch
A-7340,Cuenca
A-2968,Dakar
A-7350,Braga
A-7530,Dakar
A-7357,Sfax | {"value_of_id": {"type": "choice", "criteria": {"Perth": "Perth", "Darwin": "Darwin", "Lagos": "Lagos", "Thies": "Thies", "Dakar": "Dakar", "Hanoi": "Hanoi", "Kobe": "Kobe", "Braga": "Braga", "Sfax": "Sfax", "Cuenca": "Cuenca", "Cusco": "Cusco", "Porto": "Porto", "Hue": "Hue", "Tunis": "Tunis", "Osaka": "Osaka"}, "inst... | {"value_of_id": {"type": "choice", "choice": "Braga", "probabilities": {"Perth": 0.0, "Darwin": 0.0, "Lagos": 0.0, "Thies": 0.0, "Dakar": 0.0, "Hanoi": 0.0, "Kobe": 0.0, "Braga": 1.0, "Sfax": 0.0, "Cuenca": 0.0, "Cusco": 0.0, "Porto": 0.0, "Hue": 0.0, "Tunis": 0.0, "Osaka": 0.0}, "confidence": 1.0}, "id_has_value": {"t... |
multi_view_adjudication:train:12655 | multi_view_adjudication | 0 | {"ticket": {"channel": "email"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "auth_failures": 0, "permission_mismatch": false, "tier": "team"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 5}, "timeline": {"deadline_hours": 2,... | {"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t... | {"intent": {"type": "choice", "choice": "other", "probabilities": {"billing": 0.0, "access": 0.0, "technical": 0.0, "other": 1.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 1.0}, "workflow_impact": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Lev... |
policy_applicability:train:7573 | policy_applicability | 2 | {"request": {"subject": {"role": "analyst", "team": "alpha", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "public"}, "action": "write"}, "policies": [{"id": "P3", "priority": 2, "effect": "deny", "roles": ["engineer", "manager"], "min_clearance": 2, "actions": ["read", "write", "approve"]}, {"id": "P4"... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"... | {"access_allowed": {"type": "noul", "noul": 1.0}, "governing_policy": {"type": "choice", "choice": "P4", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies ag... |
needle_retrieval:train:4352 | needle_retrieval | 1 | id | office
--- | ---
B-4276 | Cuenca
B-4861 | Lima
B-0503 | Osaka
B-0754 | Perth
B-3462 | Cusco
B-4584 | Braga
B-1080 | Braga
B-3860 | Osaka
B-7753 | Lagos
B-7574 | Osaka
B-6776 | Lagos
B-7457 | Bergen
B-3876 | Tunis
B-7051 | Hanoi
B-5537 | Hue
B-8603 | Tunis
B-7754 | Quito
B-0500 | Tunis | {"value_of_id": {"type": "choice", "criteria": {"Hue": "Hue", "Osaka": "Osaka", "Sfax": "Sfax", "Hanoi": "Hanoi", "Lagos": "Lagos", "Accra": "Accra", "Braga": "Braga", "Cuenca": "Cuenca", "Kobe": "Kobe", "Darwin": "Darwin", "Perth": "Perth", "Cusco": "Cusco", "Porto": "Porto", "Oslo": "Oslo", "Quito": "Quito", "Thies":... | {"value_of_id": {"type": "choice", "choice": "Quito", "probabilities": {"Hue": 0.0, "Osaka": 0.0, "Sfax": 0.0, "Hanoi": 0.0, "Lagos": 0.0, "Accra": 0.0, "Braga": 0.0, "Cuenca": 0.0, "Kobe": 0.0, "Darwin": 0.0, "Perth": 0.0, "Cusco": 0.0, "Porto": 0.0, "Oslo": 0.0, "Quito": 1.0, "Thies": 0.0, "Lima": 0.0, "Dakar": 0.0, ... |
partial_observation_calibration:train:11646 | partial_observation_calibration | 3 | {"prior_probability_incident": "2/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "positive", "p_positive_given_incident": "3/4", "p_positive_given_no_incident": "1/4"}, {"id": "S2", "observed": "positive", "p_positive_given... | {"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}} | {"incident_real": {"type": "noul", "noul": 0.96}} |
taxonomy_routing:train:12006 | taxonomy_routing | 4 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category | rule
--- | ---
partners/desk-a | region is south and product is printer and amount at most 50
compliance/priority | channel is phone and issue is refund and amount at most 200 and region is south
security/priority ... | {"route": {"type": "choice", "criteria": {"partners/desk-a": "partners/desk-a", "compliance/priority": "compliance/priority", "security/priority": "security/priority", "partners/specialists": "partners/specialists", "returns/priority": "returns/priority", "hardware/escalations": "hardware/escalations", "security/intake... | {"route": {"type": "choice", "choice": "returns/escalations", "probabilities": {"partners/desk-a": 0.0, "compliance/priority": 0.0, "security/priority": 0.0, "partners/specialists": 0.0, "returns/priority": 0.0, "hardware/escalations": 0.0, "security/intake": 0.0, "software/priority": 0.0, "compliance/backlog": 0.0, "b... |
evidence_sufficiency:train:9295 | evidence_sufficiency | 3 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence with valid=false is invalid.", "A retraction makes the ev... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S3", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 1.0, "S4": 0.0, "S5": 0.0, "S6": 0.0, "S7": 0.0, "none": 0.0}, "confidence": 1.0}} |
event_state_reconstruction:train:13671 | event_state_reconstruction | 0 | {"initial_state": {"owner": "alice", "open": true, "severity": "critical"}, "events": [{"ts": 101, "kind": "severity", "severity": "routine"}, {"ts": 104, "kind": "assign", "owner": "unassigned"}, {"ts": 107, "kind": "reopen"}], "rule": "Start from initial_state and apply events in ascending timestamp order."} | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "unassigned", "probabilities": {"alice": 0.0, "bob": 0.0, "carol": 0.0, "unassigned": 1.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 1.0}, "current_severity": {"type": "score", "score": 0.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded servi... |
arithmetic:train:19262 | arithmetic | 1 | Start: 12:50
task=report writing; duration=10 min
task=standup; duration=55 min
task=inventory check; duration=10 min
task=client call; duration=30 min
Tasks run back to back in this order. | {"finish_time": {"type": "choice", "criteria": {"14:35": "14:35", "14:25": "14:25", "14:05": "14:05", "13:35": "13:35", "14:20": "14:20"}, "instructions": "When is everything finished?"}, "random_is_long": {"type": "noul", "instructions": "What is the chance that a randomly chosen task takes longer than 30 minutes?"}, ... | {"finish_time": {"type": "choice", "choice": "14:35", "probabilities": {"14:35": 1.0, "14:25": 0.0, "14:05": 0.0, "13:35": 0.0, "14:20": 0.0}, "confidence": 1.0}, "random_is_long": {"type": "noul", "noul": 0.25}, "done_by_deadline": {"type": "noul", "noul": 0.0}} |
evidence_sufficiency:train:10951 | evidence_sufficiency | 4 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence is valid only if collected on day 8 or later.", "A retrac... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S11", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "S6": 0.0, "S7": 0.0, "S8": 0.0, "S9": 0.0, "S10": 0.0, "S11": 1.0, "none": 0.0}, "co... |
arithmetic:train:11525 | arithmetic | 1 | Order: 1 x scarf at £8 each. 4 x drill at £15 each. 3 x rope at £3 each. 3 x tent at £10 each.
Rule: Orders of £75 or more get £10 off; smaller orders pay £6 shipping. | {"random_line_bulk": {"type": "noul", "instructions": "If one order line is picked uniformly at random, what is the probability that its quantity is at least 3?"}, "lines_above": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"], "instructions": "How many lines cost more than £60 in total... | {"random_line_bulk": {"type": "noul", "noul": 0.75}, "lines_above": {"type": "score", "score": 0.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9"}, "probabilities": {"0": 1.0, "1": 0.0, "2": 0.0, "3": 0.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, ... |
arithmetic:train:5939 | arithmetic | 1 | Opening balance: €95
day,type,amount
2,withdrawal,25
7,deposit,15
9,withdrawal,50
15,withdrawal,40
21,deposit,45 | {"withdrawal_count": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"], "instructions": "How many withdrawals are there?"}, "lowest_day": {"type": "choice", "criteria": {"day 2": "day 2", "day 7": "day 7", "day 9": "day 9", "day 15": "day 15", "day 21": "day 21"}, "instructions": "After w... | {"withdrawal_count": {"type": "score", "score": 3.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9"}, "probabilities": {"0": 0.0, "1": 0.0, "2": 0.0, "3": 1.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 0.0}, "confidence": 1.0}, "lowest_day": {"... |
policy_under_uncertainty:train:8199 | policy_under_uncertainty | 1 | {"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 0}, "resource": {"team": "gamma", "sensitivity": "restricted"}, "action": "approve"}, "role_evidence": {"history": "Of the last 54 requests from this account, 6 by analysts, 19 by engineers, 29 by managers. No other role has used it.", "reports":... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "none (default deny)... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "P2", "probabilities": {"P1": 0.0, "P2": 1.0, "P3": 0.0, "P4": 0.0, "none (default deny)": 0.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "manager", "probabilities": {"analyst": 0.030150753768844... |
multi_view_adjudication:train:1968 | multi_view_adjudication | 1 | {"ticket": {"channel": "api"}, "billing": {"duplicate_charge": true, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "auth_failures": 3, "permission_mismatch": false, "tier": "free"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 5}, "timeline": {"deadline_hours": 2, "e... | {"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t... | {"intent": {"type": "choice", "choice": "billing", "probabilities": {"billing": 1.0, "access": 0.0, "technical": 0.0, "other": 0.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 1.0}, "workflow_impact": {"type": "score", "score": 1.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "L... |
entity_belief_tracking:train:2924 | entity_belief_tracking | 3 | {"locations": ["basement", "locker", "archive", "cabinet", "desk", "vault", "kitchen", "workshop", "mailroom", "garage", "shelf"], "initial_locations": {"item_1": "vault", "item_2": "cabinet", "item_3": "cabinet"}, "events": [{"step": 1, "object": "item_1", "destination": "cabinet", "witnesses": ["dave"]}, {"step": 2, ... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"basement": "basement", "locker": "locker", "archive": "archive", "cabinet": "cabinet", "desk": "desk", "vault": "vault", "kitchen": "kitchen", "workshop": "workshop", "mailroom": "mailroom", "garage... | {"world_location": {"type": "choice", "choice": "workshop", "probabilities": {"basement": 0.0, "locker": 0.0, "archive": 0.0, "cabinet": 0.0, "desk": 0.0, "vault": 0.0, "kitchen": 0.0, "workshop": 1.0, "mailroom": 0.0, "garage": 0.0, "shelf": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice... |
state_perturbation:train:9212 | state_perturbation | 1 | {"before": [{"id": "R1", "authorized": true, "status": "resolved", "amount": 250, "owner": "alice", "note": "imported"}, {"id": "R2", "authorized": true, "status": "resolved", "amount": 500, "owner": "bob", "note": "routine"}], "after": [{"id": "R1", "authorized": true, "status": "open", "amount": 250, "owner": "alice"... | {"material_change": {"type": "noul", "instructions": "Did any material field of record R1 change?"}, "changed_dimension": {"type": "choice", "instructions": "Which material dimension of record R1 changed? Choose none when only non-material fields changed.", "criteria": {"authorization": "authorization", "status": "stat... | {"material_change": {"type": "noul", "noul": 1.0}, "changed_dimension": {"type": "choice", "choice": "status", "probabilities": {"authorization": 0.0, "status": 1.0, "financial": 0.0, "ownership": 0.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 1.0, "legend": {"0": "Lower operational... |
entity_belief_tracking:train:4992 | entity_belief_tracking | 2 | {"locations": ["office", "desk", "mailroom", "locker", "garage", "cabinet", "archive", "vault", "drawer", "studio", "workshop", "lab", "basement"], "initial_locations": {"item_1": "cabinet", "item_2": "vault"}, "events": [{"step": 1, "object": "item_2", "destination": "office", "witnesses": ["carol"]}, {"step": 2, "obj... | {"world_location": {"type": "choice", "instructions": "Where is item_2 actually located after all events?", "criteria": {"office": "office", "desk": "desk", "mailroom": "mailroom", "locker": "locker", "garage": "garage", "cabinet": "cabinet", "archive": "archive", "vault": "vault", "drawer": "drawer", "studio": "studio... | {"world_location": {"type": "choice", "choice": "archive", "probabilities": {"office": 0.0, "desk": 0.0, "mailroom": 0.0, "locker": 0.0, "garage": 0.0, "cabinet": 0.0, "archive": 1.0, "vault": 0.0, "drawer": 0.0, "studio": 0.0, "workshop": 0.0, "lab": 0.0, "basement": 0.0}, "confidence": 1.0}, "agent_belief_location": ... |
entity_belief_tracking:train:16706 | entity_belief_tracking | 4 | {"locations": ["cabinet", "basement", "desk", "office", "mailroom", "drawer", "garage", "vault", "archive", "attic", "workshop", "studio"], "initial_locations": {"item_1": "office", "item_2": "workshop", "item_3": "basement"}, "events": [{"step": 1, "object": "item_2", "destination": "studio", "witnesses": []}, {"step"... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"cabinet": "cabinet", "basement": "basement", "desk": "desk", "office": "office", "mailroom": "mailroom", "drawer": "drawer", "garage": "garage", "vault": "vault", "archive": "archive", "attic": "att... | {"world_location": {"type": "choice", "choice": "drawer", "probabilities": {"cabinet": 0.0, "basement": 0.0, "desk": 0.0, "office": 0.0, "mailroom": 0.0, "drawer": 1.0, "garage": 0.0, "vault": 0.0, "archive": 0.0, "attic": 0.0, "workshop": 0.0, "studio": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choi... |
event_state_reconstruction:train:15341 | event_state_reconstruction | 3 | {"initial_state": {"owner": "bob", "open": true, "severity": "critical"}, "events": [{"ts": 103, "kind": "void", "voids_ts": 101}, {"ts": 120, "kind": "assign", "owner": "carol"}, {"ts": 113, "kind": "void", "voids_ts": 108}, {"ts": 140, "kind": "severity", "severity": "critical"}, {"ts": 131, "kind": "resolve"}, {"ts"... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "unassigned", "probabilities": {"alice": 0.0, "bob": 0.0, "carol": 0.0, "unassigned": 1.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 0.0}, "current_severity": {"type": "score", "score": 2.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded servi... |
policy_applicability:train:222 | policy_applicability | 0 | {"request": {"subject": {"role": "engineer", "team": "alpha", "clearance": 0}, "resource": {"team": "gamma", "sensitivity": "public"}, "action": "approve"}, "policies": [{"id": "P1", "priority": 2, "effect": "allow", "teams": ["beta", "gamma"]}, {"id": "P2", "priority": 1, "effect": "deny", "min_clearance": 0}], "seman... | {"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2"}}, "r... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "P2", "probabilities": {"P1": 0.0, "P2": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies agree on effect.", "1": ... |
needle_retrieval:train:13367 | needle_retrieval | 2 | id,city
L-3485,Hanoi
L-3232,Oslo
L-0346,Darwin
L-9611,Bergen
L-9822,Hanoi
L-8927,Thies
L-9024,Hue
L-4619,Braga
L-9619,Cuenca
L-5302,Kobe
L-5110,Dakar
L-8867,Lima
L-0020,Cusco
L-0874,Quito
L-1623,Accra
L-3382,Cusco
L-1618,Accra
L-8614,Lima
L-4614,Bergen
L-4712,Oslo
L-0928,Kobe
L-7266,Porto
L-9910,Perth
L-8551,Lima
L-130... | {"value_of_id": {"type": "choice", "criteria": {"Kobe": "Kobe", "Lima": "Lima", "Perth": "Perth", "Oslo": "Oslo", "Bergen": "Bergen", "Darwin": "Darwin", "Quito": "Quito", "Thies": "Thies", "Cuenca": "Cuenca", "Braga": "Braga", "Lagos": "Lagos", "Hue": "Hue", "Accra": "Accra", "Porto": "Porto", "Dakar": "Dakar"}, "inst... | {"value_of_id": {"type": "choice", "choice": "Darwin", "probabilities": {"Kobe": 0.0, "Lima": 0.0, "Perth": 0.0, "Oslo": 0.0, "Bergen": 0.0, "Darwin": 1.0, "Quito": 0.0, "Thies": 0.0, "Cuenca": 0.0, "Braga": 0.0, "Lagos": 0.0, "Hue": 0.0, "Accra": 0.0, "Porto": 0.0, "Dakar": 0.0}, "confidence": 1.0}, "id_has_value": {"... |
policy_under_uncertainty:train:2924 | policy_under_uncertainty | 1 | {"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 0}, "resource": {"team": "alpha", "sensitivity": "restricted"}, "action": "approve"}, "role_evidence": {"history": "Of the last 53 requests from this account, 14 by analysts, 9 by engineers, 30 by managers. No other role has used it.", "reports":... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "none (default deny)": "none (de... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "none (default deny)", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "none (default deny)": 1.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "analyst", "probabilities": {"analyst": 0.741721854... |
event_state_reconstruction:train:16017 | event_state_reconstruction | 3 | {"initial_state": {"owner": "alice", "open": true, "severity": "degraded"}, "events": [{"ts": 151, "kind": "note", "text": "ack"}, {"ts": 121, "kind": "assign", "owner": "alice"}, {"ts": 158, "kind": "note", "text": "customer update"}, {"ts": 115, "kind": "reopen"}, {"ts": 136, "kind": "assign", "owner": "carol"}, {"ts... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "alice", "probabilities": {"alice": 1.0, "bob": 0.0, "carol": 0.0, "unassigned": 0.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 1.0}, "current_severity": {"type": "score", "score": 1.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service re... |
taxonomy_routing:train:1659 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "software/desk-b", "rule": "amount at most 50 and product is router"}, {"category": "shipping/priority", "rule": "issue is invoice"}, {"category": "software/priority", "rule": "issue is invoice and amount at mos... | {"route": {"type": "choice", "criteria": {"software/desk-b": "software/desk-b", "shipping/priority": "shipping/priority", "software/priority": "software/priority", "accounts/desk-a": "accounts/desk-a", "accounts/desk-b": "accounts/desk-b", "compliance/review": "compliance/review", "onboarding/escalations": "onboarding/... | {"route": {"type": "choice", "choice": "shipping/priority", "probabilities": {"software/desk-b": 0.0, "shipping/priority": 1.0, "software/priority": 0.0, "accounts/desk-a": 0.0, "accounts/desk-b": 0.0, "compliance/review": 0.0, "onboarding/escalations": 0.0, "hardware/desk-a": 0.0, "returns/desk-a": 0.0, "onboarding/pr... |
evidence_sufficiency:train:12206 | evidence_sufficiency | 3 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence with valid=false is invalid.", "A retraction makes the ev... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S1", "probabilities": {"S1": 1.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "S6": 0.0, "S7": 0.0, "none": 0.0}, "confidence": 1.0}} |
event_state_reconstruction:train:18875 | event_state_reconstruction | 4 | {"initial_state": {"owner": "carol", "open": true, "severity": "critical"}, "events": [{"ts": 142, "kind": "assign", "owner": "alice"}, {"ts": 114, "kind": "assign", "owner": "alice"}, {"ts": 158, "kind": "reopen"}, {"ts": 103, "kind": "severity", "severity": "routine"}, {"ts": 154, "kind": "reopen"}, {"ts": 162, "kind... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "alice", "probabilities": {"alice": 1.0, "bob": 0.0, "carol": 0.0, "unassigned": 0.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 1.0}, "current_severity": {"type": "score", "score": 0.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service re... |
table_lookup:train:4742 | table_lookup | 4 | {"people": [{"name": "Viktor", "team": "support", "city": "Sfax", "start_year": 2018}, {"name": "Omar", "team": "search", "city": "Osaka", "start_year": 2023}, {"name": "Wen", "team": "billing", "city": "Tunis", "start_year": 2018}, {"name": "Nils", "team": "mobile", "city": "Sfax", "start_year": 2023}, {"name": "Nora"... | {"find_person": {"type": "choice", "criteria": {"Dmitri": "Dmitri", "Lucia": "Lucia", "Wen": "Wen", "Yusuf": "Yusuf", "Tariq": "Tariq", "Nils": "Nils", "Carlos": "Carlos", "Zoe": "Zoe", "Dara": "Dara", "Omar": "Omar", "Jae": "Jae", "Ivy": "Ivy", "Ada": "Ada", "Jonas": "Jonas", "Viktor": "Viktor", "Hana": "Hana", "Kofi"... | {"find_person": {"type": "choice", "choice": "Carlos", "probabilities": {"Dmitri": 0.0, "Lucia": 0.0, "Wen": 0.0, "Yusuf": 0.0, "Tariq": 0.0, "Nils": 0.0, "Carlos": 1.0, "Zoe": 0.0, "Dara": 0.0, "Omar": 0.0, "Jae": 0.0, "Ivy": 0.0, "Ada": 0.0, "Jonas": 0.0, "Viktor": 0.0, "Hana": 0.0, "Kofi": 0.0, "Ximena": 0.0, "Mei":... |
entity_belief_tracking:train:3682 | entity_belief_tracking | 1 | {"locations": ["basement", "archive", "attic", "kitchen", "vault", "studio", "office", "workshop"], "initial_locations": {"item_1": "archive", "item_2": "basement"}, "events": [{"step": 1, "object": "item_2", "destination": "studio", "witnesses": ["bob"]}, {"step": 2, "object": "item_1", "destination": "workshop", "wit... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"basement": "basement", "archive": "archive", "attic": "attic", "kitchen": "kitchen", "vault": "vault", "studio": "studio", "office": "office", "workshop": "workshop"}}, "agent_belief_location": {"ty... | {"world_location": {"type": "choice", "choice": "vault", "probabilities": {"basement": 0.0, "archive": 0.0, "attic": 0.0, "kitchen": 0.0, "vault": 1.0, "studio": 0.0, "office": 0.0, "workshop": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "vault", "probabilities": {"basement": 0.0, "a... |
taxonomy_routing:train:13669 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category | rule
--- | ---
security/priority | channel is email and region is east
onboarding/escalations | channel is chat and issue is refund
accounts/desk-b | amount at most 200 and channel is chat
returns/escalations | amo... | {"route": {"type": "choice", "criteria": {"security/priority": "security/priority", "onboarding/escalations": "onboarding/escalations", "accounts/desk-b": "accounts/desk-b", "returns/escalations": "returns/escalations", "partners/backlog": "partners/backlog", "onboarding/priority": "onboarding/priority", "shipping/back... | {"route": {"type": "choice", "choice": "compliance/backlog", "probabilities": {"security/priority": 0.0, "onboarding/escalations": 0.0, "accounts/desk-b": 0.0, "returns/escalations": 0.0, "partners/backlog": 0.0, "onboarding/priority": 0.0, "shipping/backlog": 0.0, "shipping/priority": 0.0, "returns/desk-b": 0.0, "ship... |
policy_under_uncertainty:train:6481 | policy_under_uncertainty | 4 | {"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "restricted"}, "action": "write"}, "role_evidence": {"history": "Of the last 42 requests from this account, 18 by analysts, 15 by engineers, 9 by managers. No other role has used it.", "reports": [... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "P6": "P... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "P7", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.9995664739884393, "P8": 0.0, "P9": 0.0, "none (default deny)": 0.00043352601156069364}, "confidence": 0.9995664739884393}, ... |
evidence_sufficiency:train:12742 | evidence_sufficiency | 4 | {"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence is valid only if collected on day 8 or later.", "A retrac... | {"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru... | {"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S1", "probabilities": {"S1": 1.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "S6": 0.0, "S7": 0.0, "S8": 0.0, "S9": 0.0, "S10": 0.0, "S11": 0.0, "none": 0.0}, "con... |
table_lookup:train:13505 | table_lookup | 1 | people:
name | team | city | start_year
--- | --- | --- | ---
Ines | data | Osaka | 2010
Yusuf | mobile | Oslo | 2011
Hugo | mobile | Cusco | 2016
Freya | billing | Porto | 2023
Dara | support | Oslo | 2022
Farah | data | Oslo | 2019
Viktor | support | Osaka | 2015
Uma | mobile | Osaka | 2016
Dmitri | support | Porto |... | {"find_person": {"type": "choice", "criteria": {"Freya": "Freya", "Dara": "Dara", "Hugo": "Hugo", "Dmitri": "Dmitri", "Viktor": "Viktor", "Ines": "Ines", "Yusuf": "Yusuf", "Farah": "Farah", "Quinn": "Quinn", "Uma": "Uma"}, "instructions": "Who is on the support team and based in Oslo?"}, "manager_of": {"type": "choice"... | {"find_person": {"type": "choice", "choice": "Dara", "probabilities": {"Freya": 0.0, "Dara": 1.0, "Hugo": 0.0, "Dmitri": 0.0, "Viktor": 0.0, "Ines": 0.0, "Yusuf": 0.0, "Farah": 0.0, "Quinn": 0.0, "Uma": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Priya", "probabilities": {"Nils": 0.0, "Lena": ... |
taxonomy_routing:train:17932 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "compliance/backlog", "rule": "region is south and age days at most 60 and product is phone"}, {"category": "accounts/backlog", "rule": "product is printer and amount at most 500 and issue is defect"}, {"categor... | {"route": {"type": "choice", "criteria": {"compliance/backlog": "compliance/backlog", "accounts/backlog": "accounts/backlog", "onboarding/priority": "onboarding/priority", "security/desk-a": "security/desk-a", "partners/desk-a": "partners/desk-a", "billing/desk-a": "billing/desk-a", "billing/desk-b": "billing/desk-b", ... | {"route": {"type": "choice", "choice": "billing/review", "probabilities": {"compliance/backlog": 0.0, "accounts/backlog": 0.0, "onboarding/priority": 0.0, "security/desk-a": 0.0, "partners/desk-a": 0.0, "billing/desk-a": 0.0, "billing/desk-b": 0.0, "billing/review": 1.0, "returns/desk-b": 0.0, "shipping/specialists": 0... |
record_aggregation:train:12824 | record_aggregation | 0 | [{"item": "gray mug", "category": "tools", "quantity": 8, "in_stock": true}, {"item": "brown lamp", "category": "outdoor", "quantity": 14, "in_stock": true}, {"item": "red vase", "category": "outdoor", "quantity": 15, "in_stock": true}, {"item": "purple rope", "category": "outdoor", "quantity": 2, "in_stock": true}, {"... | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "How many items are in the kitchen category?"}, "largest_quantity": {"type": "choice", "criteria": {"purple rope": "purple rope", "red vase": "red vase", "brown lamp": "brown lamp", "gray mug"... | {"count_in_category": {"type": "score", "score": 1.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9 or more"}, "probabilities": {"0": 0.0, "1": 1.0, "2": 0.0, "3": 0.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 0.0}, "confidence": 1.0}, "larges... |
record_aggregation:train:13090 | record_aggregation | 3 | item,category,quantity,in_stock
yellow chair,kitchen,6,True
black tent,office,11,True
yellow vase,kitchen,14,True
green kettle,outdoor,16,False
blue kettle,outdoor,15,True
orange tent,outdoor,6,False
orange vase,garden,17,True
purple chair,office,15,False
green rope,outdoor,10,True
gray mug,outdoor,17,True
red drill,to... | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "How many listed items belong to tools?"}, "largest_quantity": {"type": "choice", "criteria": {"black clock": "black clock", "red drill": "red drill", "yellow lamp": "yellow lamp", "purple sca... | {"count_in_category": {"type": "score", "score": 9.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9 or more"}, "probabilities": {"0": 0.0, "1": 0.0, "2": 0.0, "3": 0.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 1.0}, "confidence": 1.0}, "larges... |
policy_under_uncertainty:train:8742 | policy_under_uncertainty | 1 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "public"}, "action": "approve"}, "role_evidence": {"history": "Of the last 47 requests from this account, 25 by engineers, 22 by managers. No other role has used it.", "reports": [{"source": "manager... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "none (default deny)": "none (de... | {"access_allowed": {"type": "noul", "noul": 1.0}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 1.0, "P2": 0.0, "P3": 0.0, "none (default deny)": 0.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "engineer", "probabilities": {"engineer": 0.7731958762886598, "manag... |
taxonomy_routing:train:7621 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category=accounts/escalations; rule=tier is plus and region is west
category=returns/desk-b; rule=tier is plus and issue is delay
category=partners/backlog; rule=tier is plus and amount at most 200 and age days above 30
categ... | {"route": {"type": "choice", "criteria": {"accounts/escalations": "accounts/escalations", "returns/desk-b": "returns/desk-b", "partners/backlog": "partners/backlog", "partners/specialists": "partners/specialists", "hardware/priority": "hardware/priority", "partners/desk-b": "partners/desk-b", "shipping/escalations": "s... | {"route": {"type": "choice", "choice": "returns/priority", "probabilities": {"accounts/escalations": 0.0, "returns/desk-b": 0.0, "partners/backlog": 0.0, "partners/specialists": 0.0, "hardware/priority": 0.0, "partners/desk-b": 0.0, "shipping/escalations": 0.0, "returns/specialists": 0.0, "returns/backlog": 0.0, "softw... |
record_aggregation:train:1308 | record_aggregation | 1 | item=gray lamp; category=office; quantity=3; in_stock=False
item=gray kettle; category=office; quantity=15; in_stock=True
item=green rope; category=office; quantity=6; in_stock=True
item=blue clock; category=garden; quantity=3; in_stock=True
item=blue vase; category=tools; quantity=5; in_stock=True
item=gray tent; cate... | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "How many items are in the tools category?"}, "largest_quantity": {"type": "choice", "criteria": {"green rope": "green rope", "gray kettle": "gray kettle", "yellow rope": "yellow rope", "yello... | {"count_in_category": {"type": "score", "score": 3.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9 or more"}, "probabilities": {"0": 0.0, "1": 0.0, "2": 0.0, "3": 1.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 0.0}, "confidence": 1.0}, "larges... |
policy_under_uncertainty:train:6340 | policy_under_uncertainty | 0 | {"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 2}, "resource": {"team": "alpha", "sensitivity": "internal"}, "action": "approve"}, "role_evidence": {"history": "Of the last 28 requests from this account, 19 by analysts, 9 by engineers. No other role has used it.", "reports": [{"source": "badg... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "none (default deny)": "none (default deny)"... | {"access_allowed": {"type": "noul", "noul": 0.894118}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.8941176470588236, "P2": 0.0, "none (default deny)": 0.10588235294117647}, "confidence": 0.8941176470588236}, "requester_role": {"type": "choice", "choice": "analyst", "probabilities": ... |
policy_under_uncertainty:train:3012 | policy_under_uncertainty | 2 | {"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 2}, "resource": {"team": "alpha", "sensitivity": "restricted"}, "action": "approve"}, "role_evidence": {"history": "Of the last 28 requests from this account, 9 by analysts, 7 by engineers, 12 by managers. No other role has used it.", "reports": ... | {"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "none (d... | {"access_allowed": {"type": "noul", "noul": 0.984797}, "governing_policy": {"type": "choice", "choice": "P3", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.9847972972972973, "P4": 0.0, "P5": 0.0, "none (default deny)": 0.015202702702702704}, "confidence": 0.9847972972972973}, "requester_role": {"type": "choice", "cho... |
record_aggregation:train:10877 | record_aggregation | 4 | item=gray lamp; category=outdoor; quantity=16; in_stock=True
item=green vase; category=tools; quantity=15; in_stock=False
item=yellow vase; category=garden; quantity=7; in_stock=True
item=red scarf; category=outdoor; quantity=16; in_stock=True
item=brown clock; category=office; quantity=15; in_stock=True
item=gray tent... | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "How many items are in the office category?"}, "largest_quantity": {"type": "choice", "criteria": {"orange kettle": "orange kettle", "black scarf": "black scarf", "white chair": "white chair",... | {"count_in_category": {"type": "score", "score": 9.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9 or more"}, "probabilities": {"0": 0.0, "1": 0.0, "2": 0.0, "3": 0.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 1.0}, "confidence": 1.0}, "larges... |
record_aggregation:train:5427 | record_aggregation | 2 | item | category | quantity | in_stock
--- | --- | --- | ---
red chair | office | 18 | True
blue kettle | kitchen | 15 | False
white vase | kitchen | 18 | False
purple clock | office | 11 | True
green tent | office | 16 | True
yellow tent | tools | 14 | True
purple scarf | garden | 20 | True
yellow drill | outdoor | 6 |... | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "How many listed items belong to garden?"}, "largest_quantity": {"type": "choice", "criteria": {"black clock": "black clock", "gray lamp": "gray lamp", "red chair": "red chair", "black mug": "... | {"count_in_category": {"type": "score", "score": 5.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9 or more"}, "probabilities": {"0": 0.0, "1": 0.0, "2": 0.0, "3": 0.0, "4": 0.0, "5": 1.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 0.0}, "confidence": 1.0}, "larges... |
partial_observation_calibration:train:4024 | partial_observation_calibration | 4 | {"prior_probability_incident": "1/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "positive", "p_positive_given_incident": "2/3", "p_positive_given_no_incident": "1/3"}, {"id": "S2", "observed": "negative", "p_positive_given... | {"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}} | {"incident_real": {"type": "noul", "noul": 0.00346}} |
state_perturbation:train:19159 | state_perturbation | 1 | {"before": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 250, "owner": "unassigned", "note": "reviewed"}, {"id": "R2", "authorized": false, "status": "blocked", "amount": 100, "owner": "bob", "note": "imported"}], "after": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 250, "owner":... | {"material_change": {"type": "noul", "instructions": "Did any material field of record R2 change?"}, "changed_dimension": {"type": "choice", "instructions": "Which material dimension of record R2 changed? Choose none when only non-material fields changed.", "criteria": {"authorization": "authorization", "status": "stat... | {"material_change": {"type": "noul", "noul": 1.0}, "changed_dimension": {"type": "choice", "choice": "status", "probabilities": {"authorization": 0.0, "status": 1.0, "financial": 0.0, "ownership": 0.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 0.0, "legend": {"0": "Lower operational... |
needle_retrieval:train:5833 | needle_retrieval | 0 | [{"id": "A-2124", "branch": "Braga"}, {"id": "A-0333", "branch": "Osaka"}, {"id": "A-1561", "branch": "Cuenca"}, {"id": "A-1958", "branch": "Accra"}, {"id": "A-6486", "branch": "Perth"}, {"id": "A-9568", "branch": "Dakar"}, {"id": "A-1567", "branch": "Kobe"}, {"id": "A-8656", "branch": "Sfax"}, {"id": "A-1568", "branch... | {"value_of_id": {"type": "choice", "criteria": {"Dakar": "Dakar", "Hanoi": "Hanoi", "Cusco": "Cusco", "Accra": "Accra", "Cuenca": "Cuenca", "Kobe": "Kobe"}, "instructions": "What is the branch of account A-1568?"}, "id_has_value": {"type": "noul", "instructions": "Does account A-1568 have branch Dakar?"}, "id_listed": ... | {"value_of_id": {"type": "choice", "choice": "Dakar", "probabilities": {"Dakar": 1.0, "Hanoi": 0.0, "Cusco": 0.0, "Accra": 0.0, "Cuenca": 0.0, "Kobe": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "noul", "noul": 0.0}} |
needle_retrieval:train:3467 | needle_retrieval | 0 | id,branch
A-3773,Dakar
A-7511,Oslo
A-9511,Braga
A-9115,Braga
A-6616,Oslo
A-2315,Cusco
A-3508,Lagos
A-9531,Darwin | {"value_of_id": {"type": "choice", "criteria": {"Lima": "Lima", "Osaka": "Osaka", "Hue": "Hue", "Cuenca": "Cuenca", "Kobe": "Kobe", "Lagos": "Lagos", "Porto": "Porto", "Perth": "Perth", "Cusco": "Cusco", "Quito": "Quito", "Oslo": "Oslo", "Darwin": "Darwin", "Braga": "Braga", "Tunis": "Tunis"}, "instructions": "What is ... | {"value_of_id": {"type": "choice", "choice": "Braga", "probabilities": {"Lima": 0.0, "Osaka": 0.0, "Hue": 0.0, "Cuenca": 0.0, "Kobe": 0.0, "Lagos": 0.0, "Porto": 0.0, "Perth": 0.0, "Cusco": 0.0, "Quito": 0.0, "Oslo": 0.0, "Darwin": 0.0, "Braga": 1.0, "Tunis": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "... |
needle_retrieval:train:10344 | needle_retrieval | 2 | The locker L-8980 has city Bergen. The locker L-2079 has city Accra. The locker L-5026 has city Darwin. The locker L-5588 has city Cuenca. The locker L-8201 has city Cusco. The locker L-0241 has city Perth. The locker L-9668 has city Perth. The locker L-0977 has city Dakar. The locker L-0334 has city Perth. The locker ... | {"value_of_id": {"type": "choice", "criteria": {"Oslo": "Oslo", "Perth": "Perth", "Kobe": "Kobe", "Tunis": "Tunis", "Bergen": "Bergen", "Hue": "Hue", "Cusco": "Cusco", "Thies": "Thies", "Darwin": "Darwin", "Quito": "Quito"}, "instructions": "Look up locker L-0481. Which city does it have?"}, "id_has_value": {"type": "n... | {"value_of_id": {"type": "choice", "choice": "Bergen", "probabilities": {"Oslo": 0.0, "Perth": 0.0, "Kobe": 0.0, "Tunis": 0.0, "Bergen": 1.0, "Hue": 0.0, "Cusco": 0.0, "Thies": 0.0, "Darwin": 0.0, "Quito": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "noul", "noul": 0.0... |
taxonomy_routing:train:17745 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "onboarding/desk-b", "rule": "amount above 200 and issue is damage and product is router"}, {"category": "compliance/priority", "rule": "amount at most 500 and region is west"}, {"category": "partners/desk-a", "... | {"route": {"type": "choice", "criteria": {"onboarding/desk-b": "onboarding/desk-b", "compliance/priority": "compliance/priority", "partners/desk-a": "partners/desk-a", "onboarding/escalations": "onboarding/escalations", "onboarding/priority": "onboarding/priority", "returns/desk-a": "returns/desk-a", "compliance/specia... | {"route": {"type": "choice", "choice": "onboarding/escalations", "probabilities": {"onboarding/desk-b": 0.0, "compliance/priority": 0.0, "partners/desk-a": 0.0, "onboarding/escalations": 1.0, "onboarding/priority": 0.0, "returns/desk-a": 0.0, "compliance/specialists": 0.0, "returns/specialists": 0.0, "security/review":... |
event_state_reconstruction:train:14400 | event_state_reconstruction | 4 | {"initial_state": {"owner": "carol", "open": true, "severity": "routine"}, "events": [{"ts": 161, "kind": "resolve"}, {"ts": 169, "kind": "assign", "owner": "bob"}, {"ts": 105, "kind": "note", "text": "triage"}, {"ts": 101, "kind": "reopen"}, {"ts": 102, "kind": "severity", "severity": "degraded"}, {"ts": 148, "kind": ... | {"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"... | {"current_owner": {"type": "choice", "choice": "bob", "probabilities": {"alice": 0.0, "bob": 1.0, "carol": 0.0, "unassigned": 0.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 0.0}, "current_severity": {"type": "score", "score": 2.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service requ... |
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