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 |
|---|---|---|---|---|---|
state_perturbation:train:32 | state_perturbation | 0 | {"before": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 100, "owner": "unassigned", "note": "routine"}], "after": [{"id": "R1", "authorized": false, "status": "blocked", "amount": 100, "owner": "unassigned", "note": "routine"}], "materiality": "Material fields are authorized, status, amount, and own... | {"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": "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... |
table_lookup:train:38 | table_lookup | 0 | people:
name,team,city,start_year
Goran,billing,Cusco,2019
Freya,search,Lima,2022
Sven,data,Hanoi,2012
Kenji,data,Lima,2008
Carlos,search,Cusco,2017
Bea,security,Cusco,2020
Uma,support,Porto,2013
teams:
team,manager
billing,Ximena
search,Nora
mobile,Amir
security,Malik
data,Zoe
support,Ines | {"find_person": {"type": "choice", "criteria": {"Freya": "Freya", "Carlos": "Carlos", "Bea": "Bea", "Kenji": "Kenji", "Sven": "Sven", "Goran": "Goran", "Uma": "Uma"}, "instructions": "Which person works in Cusco on the billing team?"}, "manager_of": {"type": "choice", "criteria": {"Amir": "Amir", "Nora": "Nora", "Zoe":... | {"find_person": {"type": "choice", "choice": "Goran", "probabilities": {"Freya": 0.0, "Carlos": 0.0, "Bea": 0.0, "Kenji": 0.0, "Sven": 0.0, "Goran": 1.0, "Uma": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Ximena", "probabilities": {"Amir": 0.0, "Nora": 0.0, "Zoe": 0.0, "Malik": 0.0, "Ines": 0.... |
taxonomy_routing:train:18 | taxonomy_routing | 0 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "software/priority", "rule": "channel is chat"}, {"category": "onboarding/specialists", "rule": "channel is email"}, {"category": "onboarding/intake", "rule": "amount at most 500"}, {"category": "billing/review"... | {"route": {"type": "choice", "criteria": {"software/priority": "software/priority", "onboarding/specialists": "onboarding/specialists", "onboarding/intake": "onboarding/intake", "billing/review": "billing/review", "hardware/review": "hardware/review"}, "instructions": "Which category's conditions does the ticket meet?"... | {"route": {"type": "choice", "choice": "onboarding/specialists", "probabilities": {"software/priority": 0.0, "onboarding/specialists": 1.0, "onboarding/intake": 0.0, "billing/review": 0.0, "hardware/review": 0.0}, "confidence": 1.0}, "belongs_to": {"type": "noul", "noul": 0.0}, "conditions_met": {"type": "score", "scor... |
arithmetic:train:57 | arithmetic | 1 | {"currency": "£", "lines": [{"item": "vase", "unit_price": 27, "quantity": 2}, {"item": "rope", "unit_price": 5, "quantity": 3}, {"item": "clock", "unit_price": 23, "quantity": 4}, {"item": "tent", "unit_price": 33, "quantity": 3}], "rule": "Orders of £290 or more get £15 off; smaller orders pay £8 shipping."} | {"within_budget": {"type": "noul", "instructions": "Does the order fit within a budget of £258?"}, "lines_above": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"], "instructions": "How many lines cost more than £99 in total?"}, "largest_line": {"type": "choice", "criteria": {"vase": "vas... | {"within_budget": {"type": "noul", "noul": 0.0}, "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, "9":... |
entity_belief_tracking:train:21 | entity_belief_tracking | 1 | {"locations": ["shelf", "lab", "workshop", "garage", "cabinet"], "initial_locations": {"item_1": "lab", "item_2": "cabinet"}, "events": [{"step": 1, "object": "item_1", "destination": "workshop", "witnesses": ["alice", "carol"]}, {"step": 2, "object": "item_2", "destination": "garage", "witnesses": []}, {"step": 3, "ob... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"shelf": "shelf", "lab": "lab", "workshop": "workshop", "garage": "garage", "cabinet": "cabinet"}}, "agent_belief_location": {"type": "choice", "instructions": "Where does bob believe item_1 is after... | {"world_location": {"type": "choice", "choice": "cabinet", "probabilities": {"shelf": 0.0, "lab": 0.0, "workshop": 0.0, "garage": 0.0, "cabinet": 1.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "cabinet", "probabilities": {"shelf": 0.0, "lab": 0.0, "workshop": 0.0, "garage": 0.0, "cabine... |
event_state_reconstruction:train:28 | event_state_reconstruction | 1 | {"initial_state": {"owner": "carol", "open": true, "severity": "degraded"}, "events": [{"ts": 106, "kind": "reopen"}, {"ts": 112, "kind": "assign", "owner": "alice"}, {"ts": 119, "kind": "severity", "severity": "critical"}, {"ts": 121, "kind": "severity", "severity": "routine"}, {"ts": 122, "kind": "severity", "severit... | {"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... |
evidence_sufficiency:train:32 | 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": "S3", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 1.0, "S4": 0.0, "none": 0.0}, "confidence": 1.0}} |
multi_view_adjudication:train:13 | multi_view_adjudication | 1 | {"ticket": {"channel": "api"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "auth_failures": 1, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 60}, "timeline": {"deadline_hours... | {"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": "technical", "probabilities": {"billing": 0.0, "access": 0.0, "technical": 1.0, "other": 0.0}, "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": ... |
needle_retrieval:train:12 | needle_retrieval | 1 | id | branch
--- | ---
A-8465 | Osaka
A-8012 | Lagos
A-3639 | Hanoi
A-2238 | Porto
A-8162 | Braga
A-3102 | Dakar
A-2208 | Perth
A-8483 | Porto
A-1501 | Cusco
A-4893 | Cuenca
A-2752 | Hanoi
A-1881 | Thies
A-3382 | Hue
A-8109 | Osaka
A-8102 | Perth
A-8120 | Oslo
A-9876 | Braga
A-7003 | Darwin
A-2108 | Cusco
A-4575 | Osaka... | {"value_of_id": {"type": "choice", "criteria": {"Hanoi": "Hanoi", "Dakar": "Dakar", "Braga": "Braga", "Lagos": "Lagos", "Cusco": "Cusco", "Oslo": "Oslo", "Perth": "Perth", "Porto": "Porto", "Thies": "Thies", "Osaka": "Osaka", "Cuenca": "Cuenca"}, "instructions": "Look up account A-8102. Which branch does it have?"}, "i... | {"value_of_id": {"type": "choice", "choice": "Perth", "probabilities": {"Hanoi": 0.0, "Dakar": 0.0, "Braga": 0.0, "Lagos": 0.0, "Cusco": 0.0, "Oslo": 0.0, "Perth": 1.0, "Porto": 0.0, "Thies": 0.0, "Osaka": 0.0, "Cuenca": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "nou... |
partial_observation_calibration:train:35 | partial_observation_calibration | 1 | {"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": "4/5", "p_positive_given_no_incident": "1/5"}, {"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": 0.333333}} |
policy_applicability:train:31 | policy_applicability | 1 | {"request": {"subject": {"role": "engineer", "team": "beta", "clearance": 2}, "resource": {"team": "gamma", "sensitivity": "public"}, "action": "read"}, "policies": [{"id": "P1", "priority": 4, "effect": "deny", "roles": ["analyst", "engineer"]}, {"id": "P2", "priority": 3, "effect": "deny", "min_clearance": 0, "max_se... | {"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": "P1", "probabilities": {"P1": 1.0, "P2": 0.0, "P3": 0.0, "P4": 0.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies ag... |
policy_under_uncertainty:train:29 | policy_under_uncertainty | 1 | {"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 2}, "resource": {"team": "alpha", "sensitivity": "public"}, "action": "approve"}, "role_evidence": {"history": "Of the last 24 requests from this account, 6 by engineers, 18 by managers. No other role has used it.", "reports": [{"source": "manage... | {"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": 0.5}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.5, "P2": 0.0, "none (default deny)": 0.5}, "confidence": 0.5}, "requester_role": {"type": "choice", "choice": "engineer", "probabilities": {"engineer": 0.5, "manager": 0.5}, "confidence": 0... |
record_aggregation:train:40 | record_aggregation | 1 | item,category,quantity,in_stock
orange kettle,kitchen,15,True
white drill,garden,7,True
blue rope,tools,2,True
brown lamp,office,7,True
black scarf,tools,7,True
orange tent,kitchen,16,True
orange drill,tools,8,False
black lamp,office,6,False
black clock,garden,5,True
green chair,outdoor,20,True
purple kettle,garden,2,T... | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "Count the office items."}, "largest_quantity": {"type": "choice", "criteria": {"white drill": "white drill", "black scarf": "black scarf", "black lamp": "black lamp", "orange kettle": "orange... | {"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... |
state_perturbation:train:19 | state_perturbation | 1 | {"before": [{"id": "R1", "authorized": false, "status": "open", "amount": 500, "owner": "bob", "note": "routine"}, {"id": "R2", "authorized": false, "status": "blocked", "amount": 100, "owner": "alice", "note": "routine"}], "after": [{"id": "R1", "authorized": false, "status": "open", "amount": 500, "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": "ownership", "probabilities": {"authorization": 0.0, "status": 0.0, "financial": 0.0, "ownership": 1.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 1.0, "legend": {"0": "Lower operatio... |
table_lookup:train:20 | table_lookup | 1 | {"people": [{"name": "Ximena", "team": "security", "city": "Bergen", "start_year": 2011}, {"name": "Freya", "team": "support", "city": "Quito", "start_year": 2013}, {"name": "Malik", "team": "data", "city": "Hanoi", "start_year": 2013}, {"name": "Yusuf", "team": "support", "city": "Bergen", "start_year": 2010}, {"name"... | {"find_person": {"type": "choice", "criteria": {"Malik": "Malik", "Omar": "Omar", "Freya": "Freya", "Sven": "Sven", "Jonas": "Jonas", "Yusuf": "Yusuf", "Goran": "Goran", "Hana": "Hana", "Bruno": "Bruno", "Ximena": "Ximena"}, "instructions": "Who is on the security team and based in Bergen?"}, "manager_of": {"type": "ch... | {"find_person": {"type": "choice", "choice": "Ximena", "probabilities": {"Malik": 0.0, "Omar": 0.0, "Freya": 0.0, "Sven": 0.0, "Jonas": 0.0, "Yusuf": 0.0, "Goran": 0.0, "Hana": 0.0, "Bruno": 0.0, "Ximena": 1.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Gil", "probabilities": {"Gil": 1.0, "Lena": ... |
taxonomy_routing:train:34 | taxonomy_routing | 1 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "compliance/desk-a", "rule": "issue is defect"}, {"category": "accounts/escalations", "rule": "age days above 14 and issue is delay"}, {"category": "security/priority", "rule": "age days above 14"}, {"category":... | {"route": {"type": "choice", "criteria": {"compliance/desk-a": "compliance/desk-a", "accounts/escalations": "accounts/escalations", "security/priority": "security/priority", "shipping/review": "shipping/review", "partners/escalations": "partners/escalations", "shipping/backlog": "shipping/backlog", "software/escalation... | {"route": {"type": "choice", "choice": "security/priority", "probabilities": {"compliance/desk-a": 0.0, "accounts/escalations": 0.0, "security/priority": 1.0, "shipping/review": 0.0, "partners/escalations": 0.0, "shipping/backlog": 0.0, "software/escalations": 0.0, "software/desk-a": 0.0, "returns/specialists": 0.0}, "... |
arithmetic:train:43 | arithmetic | 2 | Opening balance: $105
day,type,amount
2,deposit,5
3,withdrawal,95
8,deposit,115
12,withdrawal,90
17,withdrawal,10
24,withdrawal,20
26,deposit,90 | {"net_change": {"type": "score", "criteria": ["Fell by more than 50.", "Changed by 50 or less.", "Rose by more than 50."], "instructions": "From opening to closing, how did the balance change?"}, "final_balance": {"type": "choice", "criteria": {"$90": "$90", "$98": "$98", "$99": "$99", "$100": "$100", "$110": "$110"}, ... | {"net_change": {"type": "score", "score": 1.0, "legend": {"0": "Fell by more than 50.", "1": "Changed by 50 or less.", "2": "Rose by more than 50."}, "probabilities": {"0": 0.0, "1": 1.0, "2": 0.0}, "confidence": 1.0}, "final_balance": {"type": "choice", "choice": "$100", "probabilities": {"$90": 0.0, "$98": 0.0, "$99"... |
entity_belief_tracking:train:52 | entity_belief_tracking | 2 | {"locations": ["studio", "basement", "kitchen", "attic", "lab", "mailroom", "shelf", "office", "locker", "vault", "workshop", "archive", "garage", "cabinet"], "initial_locations": {"item_1": "mailroom", "item_2": "basement"}, "events": [{"step": 1, "object": "item_2", "destination": "kitchen", "witnesses": []}, {"step"... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"studio": "studio", "basement": "basement", "kitchen": "kitchen", "attic": "attic", "lab": "lab", "mailroom": "mailroom", "shelf": "shelf", "office": "office", "locker": "locker", "vault": "vault", "... | {"world_location": {"type": "choice", "choice": "studio", "probabilities": {"studio": 1.0, "basement": 0.0, "kitchen": 0.0, "attic": 0.0, "lab": 0.0, "mailroom": 0.0, "shelf": 0.0, "office": 0.0, "locker": 0.0, "vault": 0.0, "workshop": 0.0, "archive": 0.0, "garage": 0.0, "cabinet": 0.0}, "confidence": 1.0}, "agent_bel... |
event_state_reconstruction:train:11 | event_state_reconstruction | 2 | {"initial_state": {"owner": "alice", "open": true, "severity": "routine"}, "events": [{"ts": 121, "kind": "resolve"}, {"ts": 111, "kind": "resolve"}, {"ts": 126, "kind": "assign", "owner": "unassigned"}, {"ts": 112, "kind": "note", "text": "customer update"}, {"ts": 102, "kind": "resolve"}, {"ts": 132, "kind": "assign"... | {"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... |
evidence_sufficiency:train:27 | 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}} |
multi_view_adjudication:train:31 | multi_view_adjudication | 2 | {"ticket": {"channel": "email"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": false, "auth_failures": 1, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 20}, "timeline": {"deadline_ho... | {"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": "technical", "probabilities": {"billing": 0.0, "access": 0.0, "technical": 1.0, "other": 0.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 0.0}, "workflow_impact": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": ... |
needle_retrieval:train:37 | needle_retrieval | 2 | [{"id": "S-6267", "destination": "Accra"}, {"id": "S-7187", "destination": "Kobe"}, {"id": "S-0776", "destination": "Perth"}, {"id": "S-0827", "destination": "Sfax"}, {"id": "S-2983", "destination": "Cusco"}, {"id": "S-1302", "destination": "Braga"}, {"id": "S-9651", "destination": "Darwin"}, {"id": "S-6624", "destinat... | {"value_of_id": {"type": "choice", "criteria": {"Cuenca": "Cuenca", "Dakar": "Dakar", "Darwin": "Darwin", "Braga": "Braga", "Porto": "Porto", "Bergen": "Bergen", "Accra": "Accra", "Sfax": "Sfax", "Perth": "Perth", "Quito": "Quito", "Lima": "Lima", "Hanoi": "Hanoi", "Lagos": "Lagos", "Kobe": "Kobe", "Thies": "Thies", "H... | {"value_of_id": {"type": "choice", "choice": "Kobe", "probabilities": {"Cuenca": 0.0, "Dakar": 0.0, "Darwin": 0.0, "Braga": 0.0, "Porto": 0.0, "Bergen": 0.0, "Accra": 0.0, "Sfax": 0.0, "Perth": 0.0, "Quito": 0.0, "Lima": 0.0, "Hanoi": 0.0, "Lagos": 0.0, "Kobe": 1.0, "Thies": 0.0, "Hue": 0.0, "Tunis": 0.0, "Oslo": 0.0, ... |
partial_observation_calibration:train:22 | partial_observation_calibration | 2 | {"prior_probability_incident": "2/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "negative", "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": 0.9}} |
policy_applicability:train:34 | policy_applicability | 2 | {"request": {"subject": {"role": "analyst", "team": "gamma", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "read"}, "policies": [{"id": "P3", "priority": 3, "effect": "deny", "roles": ["engineer", "manager"], "teams": ["alpha", "gamma"], "min_clearance": 1, "actions": ["read", "w... | {"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": "P5", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 1.0, "legend": {"0": "Level 0: the resource is not restricted and the matching ... |
policy_under_uncertainty:train:28 | policy_under_uncertainty | 2 | {"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 1}, "resource": {"team": "gamma", "sensitivity": "restricted"}, "action": "approve"}, "role_evidence": {"history": "Of the last 48 requests from this account, 29 by analysts, 19 by engineers. No other role has used it.", "reports": [{"source": "d... | {"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": 0.959327}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.9593267882187938, "P2": 0.0, "P3": 0.0, "P4": 0.0, "none (default deny)": 0.04067321178120617}, "confidence": 0.9593267882187938}, "requester_role": {"type": "choice", "choice": "engin... |
record_aggregation:train:53 | record_aggregation | 2 | item | category | quantity | in_stock
--- | --- | --- | ---
green kettle | kitchen | 4 | True
brown drill | tools | 20 | True
red lamp | kitchen | 19 | True
purple drill | office | 4 | True
blue clock | kitchen | 4 | True
purple mug | outdoor | 11 | False
gray rope | outdoor | 1 | True
blue rope | tools | 7 | True
yell... | {"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": {"black rope": "black rope", "yellow lamp": "yellow lamp", "purple clock": "purple clock", "ye... | {"count_in_category": {"type": "score", "score": 6.0, "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": 1.0, "7": 0.0, "8": 0.0, "9": 0.0}, "confidence": 1.0}, "larges... |
state_perturbation:train:35 | state_perturbation | 2 | {"before": [{"id": "R1", "authorized": false, "status": "open", "amount": 500, "owner": "alice", "note": "routine", "status_note": "blocked", "amount_quoted": 100, "previous_owner": "bob"}, {"id": "R2", "authorized": false, "status": "blocked", "amount": 900, "owner": "alice", "note": "routine", "status_note": "blocked... | {"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": "ownership", "probabilities": {"authorization": 0.0, "status": 0.0, "financial": 0.0, "ownership": 1.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 2.0, "legend": {"0": "Lower operatio... |
table_lookup:train:29 | table_lookup | 2 | people:
name | team | city | start_year
--- | --- | --- | ---
Elif | billing | Cusco | 2009
Ivy | data | Darwin | 2010
Goran | security | Darwin | 2009
Dmitri | mobile | Perth | 2020
Jae | search | Darwin | 2023
Ada | billing | Perth | 2022
Quinn | billing | Darwin | 2021
Kofi | security | Cusco | 2015
Yusuf | mobile |... | {"find_person": {"type": "choice", "criteria": {"Elif": "Elif", "Quinn": "Quinn", "Yusuf": "Yusuf", "Sven": "Sven", "Goran": "Goran", "Viktor": "Viktor", "Dmitri": "Dmitri", "Ivy": "Ivy", "Ada": "Ada", "Jae": "Jae", "Nils": "Nils", "Kofi": "Kofi", "Bea": "Bea", "Lena": "Lena"}, "instructions": "Which person works in Pe... | {"find_person": {"type": "choice", "choice": "Ada", "probabilities": {"Elif": 0.0, "Quinn": 0.0, "Yusuf": 0.0, "Sven": 0.0, "Goran": 0.0, "Viktor": 0.0, "Dmitri": 0.0, "Ivy": 0.0, "Ada": 1.0, "Jae": 0.0, "Nils": 0.0, "Kofi": 0.0, "Bea": 0.0, "Lena": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "... |
taxonomy_routing:train:24 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "partners/review", "rule": "amount at most 500 and product is printer"}, {"category": "hardware/priority", "rule": "amount at most 500 and tier is plus and region is west"}, {"category": "compliance/desk-b", "ru... | {"route": {"type": "choice", "criteria": {"partners/review": "partners/review", "hardware/priority": "hardware/priority", "compliance/desk-b": "compliance/desk-b", "compliance/priority": "compliance/priority", "shipping/intake": "shipping/intake", "billing/escalations": "billing/escalations", "software/specialists": "s... | {"route": {"type": "choice", "choice": "compliance/priority", "probabilities": {"partners/review": 0.0, "hardware/priority": 0.0, "compliance/desk-b": 0.0, "compliance/priority": 1.0, "shipping/intake": 0.0, "billing/escalations": 0.0, "software/specialists": 0.0, "hardware/intake": 0.0, "accounts/intake": 0.0, "billin... |
arithmetic:train:33 | arithmetic | 3 | Start: 12:35
task,duration
report writing,1 h 30 min
planning,10 min
standup,45 min
interviews,55 min
inventory check,20 min
backup check,1 h 25 min
Tasks run back to back in this order. | {"starts_before_noon": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"], "instructions": "How many tasks start before 12:00?"}, "random_is_long": {"type": "noul", "instructions": "If one task is picked uniformly at random, what is the probability that it lasts more than 20 minutes?"}, "f... | {"starts_before_noon": {"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, "9": 0.0}, "confidence": 1.0}, "random_is_lon... |
entity_belief_tracking:train:28 | entity_belief_tracking | 3 | {"locations": ["lab", "desk", "archive", "cabinet", "locker", "shelf", "basement", "mailroom", "attic", "vault", "studio", "office"], "initial_locations": {"item_1": "office", "item_2": "studio", "item_3": "shelf"}, "events": [{"step": 1, "object": "item_1", "destination": "attic", "witnesses": ["carol"]}, {"step": 2, ... | {"world_location": {"type": "choice", "instructions": "Where is item_3 actually located after all events?", "criteria": {"lab": "lab", "desk": "desk", "archive": "archive", "cabinet": "cabinet", "locker": "locker", "shelf": "shelf", "basement": "basement", "mailroom": "mailroom", "attic": "attic", "vault": "vault", "st... | {"world_location": {"type": "choice", "choice": "vault", "probabilities": {"lab": 0.0, "desk": 0.0, "archive": 0.0, "cabinet": 0.0, "locker": 0.0, "shelf": 0.0, "basement": 0.0, "mailroom": 0.0, "attic": 0.0, "vault": 1.0, "studio": 0.0, "office": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "c... |
event_state_reconstruction:train:46 | event_state_reconstruction | 3 | {"initial_state": {"owner": "alice", "open": true, "severity": "degraded"}, "events": [{"ts": 140, "kind": "resolve"}, {"ts": 154, "kind": "reopen"}, {"ts": 137, "kind": "note", "text": "customer update"}, {"ts": 119, "kind": "resolve"}, {"ts": 133, "kind": "assign", "owner": "unassigned"}, {"ts": 160, "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": 1.0}, "current_severity": {"type": "score", "score": 2.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded servi... |
evidence_sufficiency:train:37 | 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": 1.0}, "has_conflict": {"type": "noul", "noul": 0.0}, "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}} |
multi_view_adjudication:train:22 | multi_view_adjudication | 3 | {"ticket": {"channel": "email"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "free"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 19}, "timeline": {"deadline_hours": 24, "executive_escala... | {"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": 0.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Le... |
needle_retrieval:train:34 | needle_retrieval | 3 | [{"id": "A-6257", "branch": "Osaka"}, {"id": "A-9180", "branch": "Dakar"}, {"id": "A-8463", "branch": "Perth"}, {"id": "A-1999", "branch": "Lagos"}, {"id": "A-1336", "branch": "Darwin"}, {"id": "A-8059", "branch": "Kobe"}, {"id": "A-5989", "branch": "Tunis"}, {"id": "A-6101", "branch": "Thies"}, {"id": "A-0696", "branc... | {"value_of_id": {"type": "choice", "criteria": {"Cuenca": "Cuenca", "Braga": "Braga", "Darwin": "Darwin", "Quito": "Quito", "Tunis": "Tunis", "Bergen": "Bergen", "Oslo": "Oslo", "Accra": "Accra", "Perth": "Perth", "Cusco": "Cusco", "Porto": "Porto"}, "instructions": "Look up account A-8262. Which branch does it have?"}... | {"value_of_id": {"type": "choice", "choice": "Bergen", "probabilities": {"Cuenca": 0.0, "Braga": 0.0, "Darwin": 0.0, "Quito": 0.0, "Tunis": 0.0, "Bergen": 1.0, "Oslo": 0.0, "Accra": 0.0, "Perth": 0.0, "Cusco": 0.0, "Porto": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "... |
partial_observation_calibration:train:45 | 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": "negative", "p_positive_given_incident": "3/4", "p_positive_given_no_incident": "1/4"}, {"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": 0.142857}} |
policy_applicability:train:17 | policy_applicability | 3 | {"request": {"subject": {"role": "manager", "team": "gamma", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "read"}, "policies": [{"id": "P6", "priority": 2, "effect": "allow", "roles": ["engineer", "manager"], "actions": ["read"], "max_sensitivity": "internal"}, {"id": "P2", "pri... | {"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... |
policy_under_uncertainty:train:25 | policy_under_uncertainty | 3 | {"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 0}, "resource": {"team": "beta", "sensitivity": "internal"}, "action": "approve"}, "role_evidence": {"history": "Of the last 55 requests from this account, 27 by analysts, 20 by engineers, 8 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": 0.724138}, "governing_policy": {"type": "choice", "choice": "P4", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.7241379310344828, "P5": 0.0, "P6": 0.0, "P7": 0.0, "none (default deny)": 0.27586206896551724}, "confidence": 0.7241379310344828}, "requester_role": {"... |
record_aggregation:train:36 | record_aggregation | 3 | item=black chair; category=kitchen; quantity=16; in_stock=True
item=green drill; category=tools; quantity=17; in_stock=True
item=black tent; category=office; quantity=6; in_stock=True
item=green chair; category=tools; quantity=18; in_stock=True
item=yellow tent; category=office; quantity=15; in_stock=True
item=gray vas... | {"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 outdoor category?"}, "largest_quantity": {"type": "choice", "criteria": {"black scarf": "black scarf", "gray rope": "gray rope", "purple tent": "purple tent", "black... | {"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... |
state_perturbation:train:49 | state_perturbation | 3 | {"before": [{"id": "R1", "authorized": true, "status": "resolved", "amount": 100, "owner": "alice", "note": "routine", "status_note": "open", "amount_quoted": 470, "previous_owner": "alice"}, {"id": "R2", "authorized": true, "status": "open", "amount": 470, "owner": "bob", "note": "routine", "status_note": "resolved", ... | {"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": "financial", "probabilities": {"authorization": 0.0, "status": 0.0, "financial": 1.0, "ownership": 0.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 1.0, "legend": {"0": "Lower operatio... |
table_lookup:train:45 | table_lookup | 3 | people:
name,team,city,start_year
Jae,security,Kobe,2020
Jonas,billing,Osaka,2022
Viktor,billing,Perth,2009
Chloe,support,Kobe,2013
Omar,mobile,Cuenca,2010
Elif,mobile,Cuenca,2016
Yusuf,search,Osaka,2009
Gil,mobile,Kobe,2023
Lucia,mobile,Cuenca,2016
Farah,billing,Perth,2022
Dara,support,Osaka,2024
Hana,search,Kobe,2008... | {"find_person": {"type": "choice", "criteria": {"Lena": "Lena", "Omar": "Omar", "Ivy": "Ivy", "Elif": "Elif", "Malik": "Malik", "Jonas": "Jonas", "Hugo": "Hugo", "Ines": "Ines", "Freya": "Freya", "Lucia": "Lucia", "Goran": "Goran", "Emeka": "Emeka", "Uma": "Uma", "Mei": "Mei", "Viktor": "Viktor", "Bruno": "Bruno", "Han... | {"find_person": {"type": "choice", "choice": "Omar", "probabilities": {"Lena": 0.0, "Omar": 1.0, "Ivy": 0.0, "Elif": 0.0, "Malik": 0.0, "Jonas": 0.0, "Hugo": 0.0, "Ines": 0.0, "Freya": 0.0, "Lucia": 0.0, "Goran": 0.0, "Emeka": 0.0, "Uma": 0.0, "Mei": 0.0, "Viktor": 0.0, "Bruno": 0.0, "Hana": 0.0, "Nils": 0.0, "Carlos":... |
taxonomy_routing:train:31 | taxonomy_routing | 3 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category=returns/review; rule=age days at most 7 and issue is delay and product is laptop
category=accounts/desk-a; rule=age days at most 60 and product is tablet and channel is email
category=billing/escalations; rule=tier i... | {"route": {"type": "choice", "criteria": {"returns/review": "returns/review", "accounts/desk-a": "accounts/desk-a", "billing/escalations": "billing/escalations", "accounts/specialists": "accounts/specialists", "accounts/review": "accounts/review", "returns/specialists": "returns/specialists", "security/intake": "securi... | {"route": {"type": "choice", "choice": "software/desk-b", "probabilities": {"returns/review": 0.0, "accounts/desk-a": 0.0, "billing/escalations": 0.0, "accounts/specialists": 0.0, "accounts/review": 0.0, "returns/specialists": 0.0, "security/intake": 0.0, "returns/desk-a": 0.0, "billing/desk-a": 0.0, "shipping/escalati... |
arithmetic:train:30 | arithmetic | 4 | Start: 07:05
task | duration
--- | ---
email triage | 80 min
client call | 1 h 10 min
inventory check | 100 min
code review | 45 min
interviews | 35 min
planning | 1 h 45 min
Tasks run back to back in this order, with a 15-minute break between tasks. | {"finish_time": {"type": "choice", "criteria": {"15:35": "15:35", "15:45": "15:45", "15:50": "15:50", "16:05": "16:05", "16:35": "16:35"}, "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": "15:35", "probabilities": {"15:35": 1.0, "15:45": 0.0, "15:50": 0.0, "16:05": 0.0, "16:35": 0.0}, "confidence": 1.0}, "random_is_long": {"type": "noul", "noul": 1.0}, "done_by_deadline": {"type": "noul", "noul": 0.0}} |
entity_belief_tracking:train:33 | entity_belief_tracking | 4 | {"locations": ["basement", "vault", "desk", "cabinet"], "initial_locations": {"item_1": "vault", "item_2": "vault", "item_3": "desk"}, "events": [{"step": 1, "object": "item_1", "destination": "basement", "witnesses": ["alice", "carol", "dave"]}, {"step": 2, "object": "item_3", "destination": "cabinet", "witnesses": ["... | {"world_location": {"type": "choice", "instructions": "Where is item_2 actually located after all events?", "criteria": {"basement": "basement", "vault": "vault", "desk": "desk", "cabinet": "cabinet"}}, "agent_belief_location": {"type": "choice", "instructions": "Where does carol believe item_2 is after all events?", "... | {"world_location": {"type": "choice", "choice": "basement", "probabilities": {"basement": 1.0, "vault": 0.0, "desk": 0.0, "cabinet": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "basement", "probabilities": {"basement": 1.0, "vault": 0.0, "desk": 0.0, "cabinet": 0.0}, "confidence": 1.... |
event_state_reconstruction:train:49 | event_state_reconstruction | 4 | {"initial_state": {"owner": "alice", "open": true, "severity": "routine"}, "events": [{"ts": 167, "kind": "reopen"}, {"ts": 161, "kind": "void", "voids_ts": 151}, {"ts": 135, "kind": "severity", "severity": "degraded"}, {"ts": 124, "kind": "reopen"}, {"ts": 129, "kind": "assign", "owner": "unassigned"}, {"ts": 130, "ki... | {"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": 1.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded servi... |
evidence_sufficiency:train:44 | 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": "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... |
multi_view_adjudication:train:52 | multi_view_adjudication | 4 | {"ticket": {"channel": "api"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "free"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 18}, "timeline": {"now_hour": 101, "due_hour": 124, "execut... | {"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... |
needle_retrieval:train:32 | needle_retrieval | 4 | id | city
--- | ---
L-5083 | Dakar
L-0853 | Lima
L-1583 | Lima
L-3202 | Hue
L-0328 | Perth
L-9301 | Braga
L-3587 | Cuenca
L-3580 | Kobe
L-7505 | Lagos
L-2173 | Dakar
L-4465 | Hanoi
L-0874 | Braga
L-5304 | Lagos
L-7860 | Perth
L-0543 | Quito
L-3092 | Bergen
L-9242 | Hue
L-7024 | Bergen
L-9203 | Dakar
L-8841 | Bergen
L-3... | {"value_of_id": {"type": "choice", "criteria": {"Quito": "Quito", "Kobe": "Kobe", "Cuenca": "Cuenca", "Sfax": "Sfax", "Dakar": "Dakar", "Darwin": "Darwin", "Oslo": "Oslo", "Braga": "Braga", "Cusco": "Cusco", "Lima": "Lima", "Hue": "Hue", "Lagos": "Lagos"}, "instructions": "Look up locker L-0163. Which city does it have... | {"value_of_id": {"type": "choice", "choice": "Oslo", "probabilities": {"Quito": 0.0, "Kobe": 0.0, "Cuenca": 0.0, "Sfax": 0.0, "Dakar": 0.0, "Darwin": 0.0, "Oslo": 1.0, "Braga": 0.0, "Cusco": 0.0, "Lima": 0.0, "Hue": 0.0, "Lagos": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 0.0}, "id_listed": {"ty... |
partial_observation_calibration:train:36 | partial_observation_calibration | 4 | {"prior_probability_incident": "1/2", "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": 0.1}} |
policy_applicability:train:58 | policy_applicability | 4 | {"request": {"subject": {"role": "manager", "team": "alpha", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "public"}, "action": "approve"}, "policies": [{"id": "P8", "priority": 6, "effect": "allow", "roles": ["analyst", "manager"], "teams": ["beta"], "actions": ["read", "approve"], "max_sensitivity": "... | {"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": "P13", "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": 1.0}, "confidence": 1.0}, "review_risk": {"type": "sco... |
policy_under_uncertainty:train:46 | policy_under_uncertainty | 4 | {"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 0}, "resource": {"team": "gamma", "sensitivity": "restricted"}, "action": "approve"}, "role_evidence": {"history": "Of the last 64 requests from this account, 23 by analysts, 26 by engineers, 15 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": "none (default deny)", "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, "none (default deny)": 1.0}, "confidence": 1.0}, "requester_role": {"type": "choi... |
record_aggregation:train:22 | record_aggregation | 4 | item=purple drill; category=outdoor; quantity=12; in_stock=True
item=gray kettle; category=outdoor; quantity=20; in_stock=True
item=blue chair; category=office; quantity=13; in_stock=False
item=yellow scarf; category=kitchen; quantity=18; in_stock=True
item=yellow lamp; category=kitchen; quantity=11; in_stock=True
item... | {"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 outdoor category?"}, "largest_quantity": {"type": "choice", "criteria": {"purple drill": "purple drill", "gray kettle": "gray kettle", "blue kettle": "blue kettle", ... | {"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... |
state_perturbation:train:38 | state_perturbation | 4 | {"before": [{"id": "R1", "authorized": true, "status": "open", "amount": 450, "owner": "alice", "note": "reviewed", "status_note": "blocked", "amount_quoted": 510, "previous_owner": "alice"}, {"id": "R2", "authorized": true, "status": "blocked", "amount": 540, "owner": "bob", "note": "routine", "status_note": "resolved... | {"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... |
table_lookup:train:36 | table_lookup | 4 | people:
name | team | city | start_year
--- | --- | --- | ---
Kofi | support | Accra | 2010
Priya | mobile | Braga | 2023
Hugo | mobile | Cusco | 2019
Bea | billing | Cusco | 2016
Tariq | security | Hue | 2011
Freya | security | Hue | 2018
Nils | billing | Accra | 2013
Uma | support | Accra | 2012
Sven | security | Cus... | {"find_person": {"type": "choice", "criteria": {"Priya": "Priya", "Ivy": "Ivy", "Omar": "Omar", "Nils": "Nils", "Wen": "Wen", "Malik": "Malik", "Hugo": "Hugo", "Carlos": "Carlos", "Goran": "Goran", "Uma": "Uma", "Chloe": "Chloe", "Ada": "Ada", "Quinn": "Quinn", "Kofi": "Kofi", "Rosa": "Rosa", "Bea": "Bea"}, "instructio... | {"find_person": {"type": "choice", "choice": "Kofi", "probabilities": {"Priya": 0.0, "Ivy": 0.0, "Omar": 0.0, "Nils": 0.0, "Wen": 0.0, "Malik": 0.0, "Hugo": 0.0, "Carlos": 0.0, "Goran": 0.0, "Uma": 0.0, "Chloe": 0.0, "Ada": 0.0, "Quinn": 0.0, "Kofi": 1.0, "Rosa": 0.0, "Bea": 0.0}, "confidence": 1.0}, "manager_of": {"ty... |
taxonomy_routing:train:39 | taxonomy_routing | 4 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "onboarding/intake", "rule": "amount above 50 and tier is business"}, {"category": "hardware/review", "rule": "amount above 50 and channel is chat"}, {"category": "hardware/desk-b", "rule": "amount above 50 and ... | {"route": {"type": "choice", "criteria": {"onboarding/intake": "onboarding/intake", "hardware/review": "hardware/review", "hardware/desk-b": "hardware/desk-b", "accounts/desk-b": "accounts/desk-b", "compliance/specialists": "compliance/specialists", "security/priority": "security/priority", "shipping/desk-a": "shipping... | {"route": {"type": "choice", "choice": "returns/intake", "probabilities": {"onboarding/intake": 0.0, "hardware/review": 0.0, "hardware/desk-b": 0.0, "accounts/desk-b": 0.0, "compliance/specialists": 0.0, "security/priority": 0.0, "shipping/desk-a": 0.0, "billing/priority": 0.0, "accounts/specialists": 0.0, "onboarding/... |
arithmetic:train:20 | arithmetic | 0 | Order lines (prices in £):
item | unit_price | quantity
--- | --- | ---
drill | 18 | 1
lamp | 3 | 2
Rule: Orders of £20 or more get £5 off; smaller orders pay £6 shipping. | {"lines_above": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"], "instructions": "Count the lines whose total exceeds £6."}, "amount_due": {"type": "choice", "criteria": {"£9": "£9", "£13": "£13", "£18": "£18", "£19": "£19", "£24": "£24"}, "instructions": "How much is due for this order... | {"lines_above": {"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"}, "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}, "amount_due": {"type"... |
entity_belief_tracking:train:41 | entity_belief_tracking | 0 | {"locations": ["garage", "cabinet", "studio", "archive", "shelf", "locker", "drawer", "office", "mailroom", "attic", "desk", "vault", "kitchen"], "initial_locations": {"item_1": "kitchen"}, "events": [{"step": 1, "object": "item_1", "destination": "office", "witnesses": ["alice", "bob"]}, {"step": 2, "object": "item_1"... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"garage": "garage", "cabinet": "cabinet", "studio": "studio", "archive": "archive", "shelf": "shelf", "locker": "locker", "drawer": "drawer", "office": "office", "mailroom": "mailroom", "attic": "att... | {"world_location": {"type": "choice", "choice": "locker", "probabilities": {"garage": 0.0, "cabinet": 0.0, "studio": 0.0, "archive": 0.0, "shelf": 0.0, "locker": 1.0, "drawer": 0.0, "office": 0.0, "mailroom": 0.0, "attic": 0.0, "desk": 0.0, "vault": 0.0, "kitchen": 0.0}, "confidence": 1.0}, "agent_belief_location": {"t... |
event_state_reconstruction:train:38 | event_state_reconstruction | 0 | {"initial_state": {"owner": "bob", "open": true, "severity": "routine"}, "events": [{"ts": 102, "kind": "reopen"}, {"ts": 106, "kind": "reopen"}, {"ts": 107, "kind": "note", "text": "ack"}], "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": "bob", "probabilities": {"alice": 0.0, "bob": 1.0, "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 requ... |
evidence_sufficiency:train:28 | evidence_sufficiency | 0 | {"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": 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, "none": 0.0}, "confidence": 1.0}} |
multi_view_adjudication:train:50 | multi_view_adjudication | 0 | {"ticket": {"channel": "email"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": false, "auth_failures": 1, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 0, "error_rate_percent": 5}, "timeline": {"deadline_hou... | {"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... |
needle_retrieval:train:49 | needle_retrieval | 0 | The locker L-7127 has city Cusco. The locker L-7137 has city Accra. The locker L-3177 has city Porto. The locker L-1477 has city Sfax. The locker L-7133 has city Dakar. The locker L-4089 has city Osaka. The locker L-9546 has city Lagos. The locker L-4137 has city Cusco. | {"value_of_id": {"type": "choice", "criteria": {"Osaka": "Osaka", "Cuenca": "Cuenca", "Perth": "Perth", "Porto": "Porto", "Braga": "Braga", "Hue": "Hue", "Accra": "Accra", "Bergen": "Bergen", "Dakar": "Dakar", "Lima": "Lima", "Cusco": "Cusco", "Darwin": "Darwin"}, "instructions": "Which city is listed for locker L-7137... | {"value_of_id": {"type": "choice", "choice": "Accra", "probabilities": {"Osaka": 0.0, "Cuenca": 0.0, "Perth": 0.0, "Porto": 0.0, "Braga": 0.0, "Hue": 0.0, "Accra": 1.0, "Bergen": 0.0, "Dakar": 0.0, "Lima": 0.0, "Cusco": 0.0, "Darwin": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed":... |
partial_observation_calibration:train:40 | partial_observation_calibration | 0 | {"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"}]} | {"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": 0.142857}} |
policy_applicability:train:33 | policy_applicability | 0 | {"request": {"subject": {"role": "engineer", "team": "beta", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "write"}, "policies": [{"id": "P1", "priority": 2, "effect": "allow", "roles": ["analyst", "manager"]}, {"id": "P2", "priority": 1, "effect": "deny", "actions": ["write"]}],... | {"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": 2.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies agree on effect.", "1": ... |
policy_under_uncertainty:train:39 | policy_under_uncertainty | 0 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 2}, "resource": {"team": "gamma", "sensitivity": "internal"}, "action": "read"}, "role_evidence": {"history": "Of the last 34 requests from this account, 29 by analysts, 5 by managers. 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", "none (default deny)": "none (default deny)"... | {"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "none (default deny)", "probabilities": {"P1": 0.0, "P2": 0.0, "none (default deny)": 1.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "analyst", "probabilities": {"analyst": 0.9456521739130435, "m... |
record_aggregation:train:34 | record_aggregation | 0 | item | category | quantity | in_stock
--- | --- | --- | ---
gray kettle | tools | 19 | True
yellow mug | garden | 5 | False
gray mug | kitchen | 18 | True
white mug | garden | 14 | True | {"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "Count the tools items."}, "largest_quantity": {"type": "choice", "criteria": {"yellow mug": "yellow mug", "gray kettle": "gray kettle", "white mug": "white mug", "gray mug": "gray mug"}, "ins... | {"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... |
state_perturbation:train:39 | state_perturbation | 0 | {"before": [{"id": "R1", "authorized": true, "status": "resolved", "amount": 100, "owner": "bob", "note": "routine"}], "after": [{"id": "R1", "authorized": false, "status": "resolved", "amount": 100, "owner": "bob", "note": "reviewed"}], "materiality": "Material fields are authorized, status, amount, and owner; every o... | {"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": "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... |
table_lookup:train:44 | table_lookup | 0 | {"people": [{"name": "Hana", "team": "support", "city": "Hue", "start_year": 2018}, {"name": "Sven", "team": "security", "city": "Hue", "start_year": 2016}, {"name": "Nils", "team": "billing", "city": "Lagos", "start_year": 2014}, {"name": "Dara", "team": "mobile", "city": "Osaka", "start_year": 2020}, {"name": "Lena",... | {"find_person": {"type": "choice", "criteria": {"Ximena": "Ximena", "Nils": "Nils", "Lena": "Lena", "Dara": "Dara", "Sven": "Sven", "Hana": "Hana"}, "instructions": "Who is on the support team and based in Hue?"}, "manager_of": {"type": "choice", "criteria": {"Gil": "Gil", "Zoe": "Zoe", "Mei": "Mei", "Tariq": "Tariq", ... | {"find_person": {"type": "choice", "choice": "Hana", "probabilities": {"Ximena": 0.0, "Nils": 0.0, "Lena": 0.0, "Dara": 0.0, "Sven": 0.0, "Hana": 1.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Tariq", "probabilities": {"Gil": 0.0, "Zoe": 0.0, "Mei": 0.0, "Tariq": 1.0, "Ivy": 0.0, "Uma": 0.0}, "co... |
taxonomy_routing:train:38 | taxonomy_routing | 0 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
category | rule
--- | ---
shipping/escalations | channel is phone
billing/desk-b | channel is chat
software/escalations | product is router
shipping/review | product is printer
Ticket: product: tablet; issue: defect; tier: f... | {"route": {"type": "choice", "criteria": {"shipping/escalations": "shipping/escalations", "billing/desk-b": "billing/desk-b", "software/escalations": "software/escalations", "shipping/review": "shipping/review"}, "instructions": "Which category's conditions does the ticket meet?"}, "belongs_to": {"type": "noul", "instr... | {"route": {"type": "choice", "choice": "shipping/escalations", "probabilities": {"shipping/escalations": 1.0, "billing/desk-b": 0.0, "software/escalations": 0.0, "shipping/review": 0.0}, "confidence": 1.0}, "belongs_to": {"type": "noul", "noul": 1.0}, "conditions_met": {"type": "score", "score": 1.0, "legend": {"0": "0... |
arithmetic:train:59 | arithmetic | 1 | Opening balance: $0
day,type,amount
10,deposit,60
14,withdrawal,15
17,deposit,20
23,withdrawal,90 | {"lowest_day": {"type": "choice", "criteria": {"day 10": "day 10", "day 14": "day 14", "day 17": "day 17", "day 23": "day 23"}, "instructions": "On which day does the balance reach its minimum?"}, "withdrawal_count": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"], "instructions": "How ... | {"lowest_day": {"type": "choice", "choice": "day 23", "probabilities": {"day 10": 0.0, "day 14": 0.0, "day 17": 0.0, "day 23": 1.0}, "confidence": 1.0}, "withdrawal_count": {"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"}, "pr... |
entity_belief_tracking:train:22 | entity_belief_tracking | 1 | {"locations": ["lab", "locker", "desk", "office"], "initial_locations": {"item_1": "office", "item_2": "office"}, "events": [{"step": 1, "object": "item_1", "destination": "lab", "witnesses": ["alice", "bob", "carol"]}, {"step": 2, "object": "item_2", "destination": "desk", "witnesses": ["alice", "bob"]}, {"step": 3, "... | {"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"lab": "lab", "locker": "locker", "desk": "desk", "office": "office"}}, "agent_belief_location": {"type": "choice", "instructions": "Where does alice believe item_1 is after all events?", "criteria":... | {"world_location": {"type": "choice", "choice": "lab", "probabilities": {"lab": 1.0, "locker": 0.0, "desk": 0.0, "office": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "lab", "probabilities": {"lab": 1.0, "locker": 0.0, "desk": 0.0, "office": 0.0}, "confidence": 1.0}, "belief_matches_... |
event_state_reconstruction:train:29 | event_state_reconstruction | 1 | {"initial_state": {"owner": "carol", "open": true, "severity": "routine"}, "events": [{"ts": 108, "kind": "note", "text": "ack"}, {"ts": 109, "kind": "reopen"}, {"ts": 117, "kind": "assign", "owner": "bob"}, {"ts": 124, "kind": "resolve"}, {"ts": 129, "kind": "severity", "severity": "routine"}], "rule": "Start from ini... | {"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... |
evidence_sufficiency:train:34 | 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": 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, "none": 0.0}, "confidence": 1.0}} |
multi_view_adjudication:train:24 | multi_view_adjudication | 1 | {"ticket": {"channel": "chat"}, "billing": {"duplicate_charge": true, "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": null... | {"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": 0.0}, "workflow_impact": {"type": "score", "score": 2.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "L... |
needle_retrieval:train:16 | needle_retrieval | 1 | id,branch
A-6418,Quito
A-4877,Lima
A-4591,Quito
A-4858,Quito
A-2272,Braga
A-8262,Thies
A-4857,Osaka
A-4837,Braga
A-4957,Porto
A-6965,Thies
A-6542,Perth
A-4758,Lagos
A-5437,Tunis
A-3439,Lima
A-6768,Accra
A-4587,Hue | {"value_of_id": {"type": "choice", "criteria": {"Porto": "Porto", "Braga": "Braga", "Hue": "Hue", "Quito": "Quito", "Osaka": "Osaka", "Lagos": "Lagos", "Oslo": "Oslo", "Lima": "Lima"}, "instructions": "Which branch is listed for account A-4857?"}, "id_has_value": {"type": "noul", "instructions": "Is account A-4857 list... | {"value_of_id": {"type": "choice", "choice": "Osaka", "probabilities": {"Porto": 0.0, "Braga": 0.0, "Hue": 0.0, "Quito": 0.0, "Osaka": 1.0, "Lagos": 0.0, "Oslo": 0.0, "Lima": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "noul", "noul": 1.0}} |
partial_observation_calibration:train:52 | partial_observation_calibration | 1 | {"prior_probability_incident": "1/2", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "positive", "p_positive_given_incident": "9/10", "p_positive_given_no_incident": "2/5"}, {"id": "S2", "observed": "positive", "p_positive_give... | {"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": 0.818182}} |
policy_applicability:train:32 | policy_applicability | 1 | {"request": {"subject": {"role": "manager", "team": "alpha", "clearance": 1}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "read"}, "policies": [{"id": "P1", "priority": 2, "effect": "deny", "teams": ["beta"], "min_clearance": 1}, {"id": "P2", "priority": 1, "effect": "deny", "teams": ["alpha"]}... | {"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": 2.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies agree on effect.", "1": ... |
policy_under_uncertainty:train:31 | policy_under_uncertainty | 1 | {"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 0}, "resource": {"team": "alpha", "sensitivity": "restricted"}, "action": "write"}, "role_evidence": {"history": "Of the last 30 requests from this account, 4 by analysts, 10 by engineers, 16 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": 0.734694}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.7346938775510204, "P2": 0.0, "P3": 0.0, "none (default deny)": 0.2653061224489796}, "confidence": 0.7346938775510204}, "requester_role": {"type": "choice", "choice": "analyst", "probab... |
record_aggregation:train:41 | record_aggregation | 1 | item=white drill; category=tools; quantity=6; in_stock=True
item=black lamp; category=garden; quantity=6; in_stock=True
item=black clock; category=outdoor; quantity=19; in_stock=False
item=purple drill; category=tools; quantity=9; in_stock=True
item=black drill; category=tools; quantity=2; in_stock=True
item=gray lamp;... | {"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 office?"}, "largest_quantity": {"type": "choice", "criteria": {"red clock": "red clock", "white drill": "white drill", "black clock": "black clock", "black cha... | {"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... |
state_perturbation:train:20 | state_perturbation | 1 | {"before": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 100, "owner": "unassigned", "note": "routine"}, {"id": "R2", "authorized": true, "status": "blocked", "amount": 500, "owner": "bob", "note": "imported"}], "after": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 100, "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": "financial", "probabilities": {"authorization": 0.0, "status": 0.0, "financial": 1.0, "ownership": 0.0, "none": 0.0}, "confidence": 1.0}, "risk_direction": {"type": "score", "score": 0.0, "legend": {"0": "Lower operatio... |
table_lookup:train:23 | table_lookup | 1 | people:
name | team | city | start_year
--- | --- | --- | ---
Ines | billing | Braga | 2018
Emeka | mobile | Kobe | 2012
Nils | mobile | Kobe | 2009
Lena | support | Perth | 2008
Yusuf | support | Braga | 2023
Nora | mobile | Kobe | 2019
Sven | mobile | Darwin | 2015
Bruno | search | Kobe | 2010
Freya | data | Perth | ... | {"find_person": {"type": "choice", "criteria": {"Freya": "Freya", "Yusuf": "Yusuf", "Bruno": "Bruno", "Nils": "Nils", "Nora": "Nora", "Lena": "Lena", "Ines": "Ines", "Hana": "Hana", "Sven": "Sven", "Emeka": "Emeka"}, "instructions": "Which person works in Kobe on the search team?"}, "manager_of": {"type": "choice", "cr... | {"find_person": {"type": "choice", "choice": "Bruno", "probabilities": {"Freya": 0.0, "Yusuf": 0.0, "Bruno": 1.0, "Nils": 0.0, "Nora": 0.0, "Lena": 0.0, "Ines": 0.0, "Hana": 0.0, "Sven": 0.0, "Emeka": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Uma", "probabilities": {"Ximena": 0.0, "Carlos": ... |
taxonomy_routing:train:35 | taxonomy_routing | 1 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "accounts/priority", "rule": "channel is phone"}, {"category": "hardware/escalations", "rule": "amount above 200 and issue is damage"}, {"category": "onboarding/intake", "rule": "age days at most 14"}, {"categor... | {"route": {"type": "choice", "criteria": {"accounts/priority": "accounts/priority", "hardware/escalations": "hardware/escalations", "onboarding/intake": "onboarding/intake", "compliance/backlog": "compliance/backlog", "security/specialists": "security/specialists", "security/priority": "security/priority", "returns/rev... | {"route": {"type": "choice", "choice": "compliance/backlog", "probabilities": {"accounts/priority": 0.0, "hardware/escalations": 0.0, "onboarding/intake": 0.0, "compliance/backlog": 1.0, "security/specialists": 0.0, "security/priority": 0.0, "returns/review": 0.0, "software/backlog": 0.0}, "confidence": 1.0}, "belongs_... |
arithmetic:train:45 | arithmetic | 2 | Opening balance: $200
day,type,amount
5,deposit,10
12,withdrawal,110
14,withdrawal,85
15,deposit,65
17,deposit,60
20,withdrawal,15 | {"withdrawal_count": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"], "instructions": "Count the withdrawals."}, "random_is_deposit": {"type": "noul", "instructions": "If one transaction is picked uniformly at random, what is the probability that it is a deposit?"}, "final_balance": {"t... | {"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}, "random_is_depos... |
entity_belief_tracking:train:56 | entity_belief_tracking | 2 | {"locations": ["desk", "attic", "cabinet", "archive", "basement", "locker", "workshop", "studio", "kitchen", "lab", "mailroom", "vault", "garage"], "initial_locations": {"item_1": "studio", "item_2": "locker"}, "events": [{"step": 1, "object": "item_2", "destination": "garage", "witnesses": ["alice", "bob", "carol"]}, ... | {"world_location": {"type": "choice", "instructions": "Where is item_2 actually located after all events?", "criteria": {"desk": "desk", "attic": "attic", "cabinet": "cabinet", "archive": "archive", "basement": "basement", "locker": "locker", "workshop": "workshop", "studio": "studio", "kitchen": "kitchen", "lab": "lab... | {"world_location": {"type": "choice", "choice": "vault", "probabilities": {"desk": 0.0, "attic": 0.0, "cabinet": 0.0, "archive": 0.0, "basement": 0.0, "locker": 0.0, "workshop": 0.0, "studio": 0.0, "kitchen": 0.0, "lab": 0.0, "mailroom": 0.0, "vault": 1.0, "garage": 0.0}, "confidence": 1.0}, "agent_belief_location": {"... |
event_state_reconstruction:train:13 | event_state_reconstruction | 2 | {"initial_state": {"owner": "carol", "open": true, "severity": "critical"}, "events": [{"ts": 122, "kind": "assign", "owner": "carol"}, {"ts": 106, "kind": "reopen"}, {"ts": 113, "kind": "note", "text": "triage"}, {"ts": 118, "kind": "resolve"}, {"ts": 104, "kind": "resolve"}, {"ts": 127, "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": "carol", "probabilities": {"alice": 0.0, "bob": 0.0, "carol": 1.0, "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 re... |
evidence_sufficiency:train:29 | 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": "S4", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 0.0, "S4": 1.0, "S5": 0.0, "none": 0.0}, "confidence": 1.0}} |
multi_view_adjudication:train:32 | multi_view_adjudication | 2 | {"ticket": {"channel": "api"}, "billing": {"duplicate_charge": false, "invoice_mismatch": true, "refund_missing": false}, "account": {"active": false, "auth_failures": 1, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 2, "error_rate_percent": 18}, "timeline": {"deadline_hours... | {"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": 0.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "L... |
needle_retrieval:train:39 | needle_retrieval | 2 | [{"id": "B-2857", "office": "Hue"}, {"id": "B-8725", "office": "Dakar"}, {"id": "B-0565", "office": "Oslo"}, {"id": "B-5222", "office": "Darwin"}, {"id": "B-0999", "office": "Oslo"}, {"id": "B-4115", "office": "Oslo"}, {"id": "B-9591", "office": "Sfax"}, {"id": "B-8692", "office": "Lagos"}, {"id": "B-3319", "office": "... | {"value_of_id": {"type": "choice", "criteria": {"Oslo": "Oslo", "Hanoi": "Hanoi", "Accra": "Accra", "Braga": "Braga", "Cusco": "Cusco", "Darwin": "Darwin", "Bergen": "Bergen", "Thies": "Thies", "Osaka": "Osaka", "Cuenca": "Cuenca", "Sfax": "Sfax", "Lagos": "Lagos", "Lima": "Lima", "Quito": "Quito", "Hue": "Hue", "Tunis... | {"value_of_id": {"type": "choice", "choice": "Cusco", "probabilities": {"Oslo": 0.0, "Hanoi": 0.0, "Accra": 0.0, "Braga": 0.0, "Cusco": 1.0, "Darwin": 0.0, "Bergen": 0.0, "Thies": 0.0, "Osaka": 0.0, "Cuenca": 0.0, "Sfax": 0.0, "Lagos": 0.0, "Lima": 0.0, "Quito": 0.0, "Hue": 0.0, "Tunis": 0.0, "Dakar": 0.0}, "confidence... |
partial_observation_calibration:train:24 | partial_observation_calibration | 2 | {"prior_probability_incident": "1/2", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "negative", "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": 0.157895}} |
policy_applicability:train:47 | policy_applicability | 2 | {"request": {"subject": {"role": "manager", "team": "alpha", "clearance": 2}, "resource": {"team": "alpha", "sensitivity": "restricted"}, "action": "read"}, "policies": [{"id": "P2", "priority": 5, "effect": "deny", "roles": ["analyst", "engineer"], "min_clearance": 2}, {"id": "P6", "priority": 1, "effect": "deny", "ro... | {"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": "P6", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 2.0, "legend": {"0": "Level 0: the resource is not restricted and th... |
policy_under_uncertainty:train:30 | policy_under_uncertainty | 2 | {"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 1}, "resource": {"team": "gamma", "sensitivity": "restricted"}, "action": "approve"}, "role_evidence": {"history": "Of the last 26 requests from this account, 4 by analysts, 22 by managers. No other role has used it.", "reports": [{"source": "dire... | {"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": 0.993311}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.9933110367892977, "P2": 0.0, "P3": 0.0, "P4": 0.0, "none (default deny)": 0.006688963210702341}, "confidence": 0.9933110367892977}, "requester_role": {"type": "choice", "choice": "mana... |
record_aggregation:train:56 | record_aggregation | 2 | item=blue rope; category=tools; quantity=7; in_stock=False
item=red scarf; category=office; quantity=8; in_stock=True
item=white drill; category=office; quantity=10; in_stock=True
item=white kettle; category=outdoor; quantity=16; in_stock=True
item=white tent; category=outdoor; quantity=2; in_stock=True
item=red vase; ... | {"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 scarf": "red scarf", "white vase": "white vase", "yellow tent": "yellow tent", "white dril... | {"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... |
state_perturbation:train:37 | state_perturbation | 2 | {"before": [{"id": "R1", "authorized": true, "status": "resolved", "amount": 540, "owner": "bob", "note": "reviewed", "status_note": "open", "amount_quoted": 510, "previous_owner": "alice"}, {"id": "R2", "authorized": true, "status": "resolved", "amount": 550, "owner": "unassigned", "note": "imported", "status_note": "... | {"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": 1.0, "legend": {"0": "Lower operational r... |
table_lookup:train:31 | table_lookup | 2 | people:
name | team | city | start_year
--- | --- | --- | ---
Ivy | search | Thies | 2013
Viktor | billing | Tunis | 2014
Uma | search | Darwin | 2024
Wen | support | Tunis | 2021
Tariq | billing | Tunis | 2019
Elif | search | Darwin | 2022
Carlos | billing | Tunis | 2022
Goran | support | Tunis | 2011
Nils | support |... | {"find_person": {"type": "choice", "criteria": {"Goran": "Goran", "Tariq": "Tariq", "Uma": "Uma", "Viktor": "Viktor", "Kofi": "Kofi", "Wen": "Wen", "Ivy": "Ivy", "Bea": "Bea", "Nils": "Nils", "Carlos": "Carlos", "Ines": "Ines", "Jonas": "Jonas", "Elif": "Elif"}, "instructions": "Which person works in Darwin on the team... | {"find_person": {"type": "choice", "choice": "Jonas", "probabilities": {"Goran": 0.0, "Tariq": 0.0, "Uma": 0.0, "Viktor": 0.0, "Kofi": 0.0, "Wen": 0.0, "Ivy": 0.0, "Bea": 0.0, "Nils": 0.0, "Carlos": 0.0, "Ines": 0.0, "Jonas": 1.0, "Elif": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Ada", "prob... |
taxonomy_routing:train:27 | taxonomy_routing | 2 | Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does):
[{"category": "billing/desk-a", "rule": "amount at most 50 and age days at most 14"}, {"category": "software/backlog", "rule": "amount at most 50 and channel is phone"}, {"category": "shipping/specialists", "rule": "age days ... | {"route": {"type": "choice", "criteria": {"billing/desk-a": "billing/desk-a", "software/backlog": "software/backlog", "shipping/specialists": "shipping/specialists", "billing/desk-b": "billing/desk-b", "security/escalations": "security/escalations", "software/escalations": "software/escalations", "accounts/review": "ac... | {"route": {"type": "choice", "choice": "accounts/intake", "probabilities": {"billing/desk-a": 0.0, "software/backlog": 0.0, "shipping/specialists": 0.0, "billing/desk-b": 0.0, "security/escalations": 0.0, "software/escalations": 0.0, "accounts/review": 0.0, "accounts/intake": 1.0, "returns/review": 0.0, "shipping/desk-... |
arithmetic:train:38 | arithmetic | 3 | Order lines (prices in $):
item,unit_price,quantity
drill,61,1
chair,54,1
scarf,11,5
rope,35,1
vase,33,4
tent,19,5
Rule: Orders of $400 or more get $15 off; smaller orders pay $6 shipping. | {"amount_due": {"type": "choice", "criteria": {"$322": "$322", "$417": "$417", "$427": "$427", "$432": "$432", "$438": "$438"}, "instructions": "How much is due for this order after the rule?"}, "random_line_bulk": {"type": "noul", "instructions": "What is the chance that a randomly chosen line orders 5 or more units?"... | {"amount_due": {"type": "choice", "choice": "$417", "probabilities": {"$322": 0.0, "$417": 1.0, "$427": 0.0, "$432": 0.0, "$438": 0.0}, "confidence": 1.0}, "random_line_bulk": {"type": "noul", "noul": 0.333333}, "largest_line": {"type": "choice", "choice": "vase", "probabilities": {"drill": 0.0, "chair": 0.0, "scarf": ... |
entity_belief_tracking:train:29 | entity_belief_tracking | 3 | {"locations": ["shelf", "kitchen", "studio", "basement", "desk", "drawer", "vault", "mailroom", "attic"], "initial_locations": {"item_1": "mailroom", "item_2": "drawer", "item_3": "basement"}, "events": [{"step": 1, "object": "item_1", "destination": "shelf", "witnesses": ["carol", "dave"]}, {"step": 2, "object": "item... | {"world_location": {"type": "choice", "instructions": "Where is item_3 actually located after all events?", "criteria": {"shelf": "shelf", "kitchen": "kitchen", "studio": "studio", "basement": "basement", "desk": "desk", "drawer": "drawer", "vault": "vault", "mailroom": "mailroom", "attic": "attic"}}, "agent_belief_loc... | {"world_location": {"type": "choice", "choice": "mailroom", "probabilities": {"shelf": 0.0, "kitchen": 0.0, "studio": 0.0, "basement": 0.0, "desk": 0.0, "drawer": 0.0, "vault": 0.0, "mailroom": 1.0, "attic": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "vault", "probabilities": {"shel... |
event_state_reconstruction:train:65 | event_state_reconstruction | 3 | {"initial_state": {"owner": "bob", "open": true, "severity": "critical"}, "events": [{"ts": 128, "kind": "void", "voids_ts": 119}, {"ts": 137, "kind": "note", "text": "ack"}, {"ts": 108, "kind": "void", "voids_ts": 105}, {"ts": 114, "kind": "note", "text": "customer update"}, {"ts": 126, "kind": "reopen"}, {"ts": 116, ... | {"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": 1.0}, "current_severity": {"type": "score", "score": 2.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service requ... |
evidence_sufficiency:train:39 | 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": "S7", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "S6": 0.0, "S7": 1.0, "none": 0.0}, "confidence": 1.0}} |
multi_view_adjudication:train:28 | multi_view_adjudication | 3 | {"ticket": {"channel": "chat"}, "billing": {"duplicate_charge": true, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "enterprise"}, "telemetry": {"integration_failures": 2, "error_rate_percent": 15}, "timeline": {"deadline_hours": null, "executive_... | {"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": 2.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "L... |
needle_retrieval:train:36 | needle_retrieval | 3 | id=A-2849; branch=Osaka
id=A-7398; branch=Darwin
id=A-9947; branch=Bergen
id=A-1166; branch=Thies
id=A-7559; branch=Cuenca
id=A-0679; branch=Cusco
id=A-7508; branch=Darwin
id=A-6547; branch=Accra
id=A-8002; branch=Dakar
id=A-9040; branch=Lima
id=A-5044; branch=Oslo
id=A-2660; branch=Sfax
id=A-5142; branch=Hue
id=A-5649... | {"value_of_id": {"type": "choice", "criteria": {"Hanoi": "Hanoi", "Oslo": "Oslo", "Tunis": "Tunis", "Braga": "Braga", "Porto": "Porto", "Cuenca": "Cuenca", "Lagos": "Lagos", "Thies": "Thies", "Dakar": "Dakar", "Lima": "Lima", "Cusco": "Cusco", "Hue": "Hue"}, "instructions": "Which branch is listed for account A-3125?"}... | {"value_of_id": {"type": "choice", "choice": "Lagos", "probabilities": {"Hanoi": 0.0, "Oslo": 0.0, "Tunis": 0.0, "Braga": 0.0, "Porto": 0.0, "Cuenca": 0.0, "Lagos": 1.0, "Thies": 0.0, "Dakar": 0.0, "Lima": 0.0, "Cusco": 0.0, "Hue": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 0.0}, "id_listed": {"... |
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