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policy_under_uncertainty:train:19974
policy_under_uncertainty
3
{"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "public"}, "action": "write"}, "role_evidence": {"history": "Of the last 26 requests from this account, 5 by analysts, 15 by engineers, 6 by managers. No other role has used it.", "reports": [{"sou...
{"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "P6": "P...
{"access_allowed": {"type": "noul", "noul": 1.0}, "governing_policy": {"type": "choice", "choice": "P2", "probabilities": {"P1": 0.0, "P2": 1.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "none (default deny)": 0.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "engineer", "probabiliti...
needle_retrieval:train:12317
needle_retrieval
1
The locker L-0052 has city Hanoi. The locker L-7909 has city Bergen. The locker L-5063 has city Thies. The locker L-1429 has city Dakar. The locker L-5360 has city Lagos. The locker L-5668 has city Osaka. The locker L-5350 has city Porto. The locker L-5160 has city Perth. The locker L-3190 has city Osaka. The locker L-...
{"value_of_id": {"type": "choice", "criteria": {"Thies": "Thies", "Lagos": "Lagos", "Kobe": "Kobe", "Porto": "Porto", "Perth": "Perth", "Hue": "Hue", "Osaka": "Osaka"}, "instructions": "Which city is listed for locker L-5360?"}, "id_has_value": {"type": "noul", "instructions": "Does locker L-5360 have city Lagos?"}, "i...
{"value_of_id": {"type": "choice", "choice": "Lagos", "probabilities": {"Thies": 0.0, "Lagos": 1.0, "Kobe": 0.0, "Porto": 0.0, "Perth": 0.0, "Hue": 0.0, "Osaka": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "noul", "noul": 0.0}}
multi_view_adjudication:train:12656
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": "free"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 5}, "timeline": {"deadline_hours": 2...
{"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t...
{"intent": {"type": "choice", "choice": "other", "probabilities": {"billing": 0.0, "access": 0.0, "technical": 0.0, "other": 1.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 1.0}, "workflow_impact": {"type": "score", "score": 1.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Lev...
needle_retrieval:train:7080
needle_retrieval
2
The locker L-1501 has city Accra. The locker L-8812 has city Perth. The locker L-3833 has city Tunis. The locker L-8448 has city Accra. The locker L-2846 has city Cuenca. The locker L-2843 has city Braga. The locker L-2179 has city Porto. The locker L-1612 has city Lagos. The locker L-8486 has city Cusco. The locker L-...
{"value_of_id": {"type": "choice", "criteria": {"Porto": "Porto", "Thies": "Thies", "Perth": "Perth", "Dakar": "Dakar", "Cuenca": "Cuenca", "Lagos": "Lagos", "Braga": "Braga", "Tunis": "Tunis", "Osaka": "Osaka", "Sfax": "Sfax", "Hue": "Hue", "Hanoi": "Hanoi"}, "instructions": "Which city is listed for locker L-4842?"},...
{"value_of_id": {"type": "choice", "choice": "Hanoi", "probabilities": {"Porto": 0.0, "Thies": 0.0, "Perth": 0.0, "Dakar": 0.0, "Cuenca": 0.0, "Lagos": 0.0, "Braga": 0.0, "Tunis": 0.0, "Osaka": 0.0, "Sfax": 0.0, "Hue": 0.0, "Hanoi": 1.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {...
taxonomy_routing:train:13761
taxonomy_routing
0
Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does): category | rule --- | --- partners/priority | amount at most 50 software/specialists | region is west shipping/review | tier is business shipping/desk-b | amount above 50 partners/intake | amount above 500 onboarding/review |...
{"route": {"type": "choice", "criteria": {"partners/priority": "partners/priority", "software/specialists": "software/specialists", "shipping/review": "shipping/review", "shipping/desk-b": "shipping/desk-b", "partners/intake": "partners/intake", "onboarding/review": "onboarding/review", "returns/desk-a": "returns/desk-...
{"route": {"type": "choice", "choice": "shipping/desk-b", "probabilities": {"partners/priority": 0.0, "software/specialists": 0.0, "shipping/review": 0.0, "shipping/desk-b": 1.0, "partners/intake": 0.0, "onboarding/review": 0.0, "returns/desk-a": 0.0}, "confidence": 1.0}, "belongs_to": {"type": "noul", "noul": 0.0}, "c...
evidence_sufficiency:train:19136
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": "S1", "probabilities": {"S1": 1.0, "S2": 0.0, "S3": 0.0, "none": 0.0}, "confidence": 1.0}}
record_aggregation:train:16310
record_aggregation
3
[{"item": "purple kettle", "category": "outdoor", "quantity": 8, "in_stock": true}, {"item": "yellow drill", "category": "outdoor", "quantity": 9, "in_stock": true}, {"item": "white clock", "category": "outdoor", "quantity": 9, "in_stock": true}, {"item": "purple lamp", "category": "kitchen", "quantity": 9, "in_stock":...
{"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": {"white scarf": "white scarf", "gray rope": "gray rope", "gray chair": "gray chair", "blue mug": ...
{"count_in_category": {"type": "score", "score": 7.0, "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": 1.0, "8": 0.0, "9": 0.0}, "confidence": 1.0}, "larges...
partial_observation_calibration:train:12775
partial_observation_calibration
3
{"prior_probability_incident": "1/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "negative", "p_positive_given_incident": "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": 0.272727}}
arithmetic:train:14276
arithmetic
4
Order lines (prices in $): item=drill; unit_price=36; quantity=5 item=scarf; unit_price=27; quantity=3 item=rope; unit_price=76; quantity=7 item=clock; unit_price=16; quantity=7 item=kettle; unit_price=29; quantity=5 item=lamp; unit_price=22; quantity=3 item=mug; unit_price=78; quantity=7 Rule: Orders of $1650 or more...
{"random_line_bulk": {"type": "noul", "instructions": "If one order line is picked uniformly at random, what is the probability that its quantity is at least 5?"}, "amount_due": {"type": "choice", "criteria": {"$1645": "$1645", "$1647": "$1647", "$1637": "$1637", "$1179": "$1179", "$1101": "$1101"}, "instructions": "Af...
{"random_line_bulk": {"type": "noul", "noul": 0.714286}, "amount_due": {"type": "choice", "choice": "$1647", "probabilities": {"$1645": 0.0, "$1647": 1.0, "$1637": 0.0, "$1179": 0.0, "$1101": 0.0}, "confidence": 1.0}, "largest_line": {"type": "choice", "choice": "mug", "probabilities": {"drill": 0.0, "scarf": 0.0, "rop...
evidence_sufficiency:train:18134
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}}
arithmetic:train:16374
arithmetic
3
Opening balance: €670 day | type | amount --- | --- | --- 2 | withdrawal | 180 5 | withdrawal | 105 12 | withdrawal | 80 13 | deposit | 95 16 | withdrawal | 185 17 | withdrawal | 55 18 | deposit | 40 24 | withdrawal | 195
{"random_is_deposit": {"type": "noul", "instructions": "If one transaction is picked uniformly at random, what is the probability that it is a deposit?"}, "lowest_day": {"type": "choice", "criteria": {"day 2": "day 2", "day 5": "day 5", "day 12": "day 12", "day 13": "day 13", "day 16": "day 16", "day 17": "day 17", "da...
{"random_is_deposit": {"type": "noul", "noul": 0.25}, "lowest_day": {"type": "choice", "choice": "day 24", "probabilities": {"day 2": 0.0, "day 5": 0.0, "day 12": 0.0, "day 13": 0.0, "day 16": 0.0, "day 17": 0.0, "day 18": 0.0, "day 24": 1.0}, "confidence": 1.0}}
policy_under_uncertainty:train:14703
policy_under_uncertainty
3
{"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "write"}, "role_evidence": {"history": "Of the last 48 requests from this account, 3 by analysts, 29 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", "P4": "P4", "P5": "P5", "P6": "P...
{"access_allowed": {"type": "noul", "noul": 0.999568}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.9995679723502304, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "none (default deny)": 0.0004320276497695853}, "confidence": 0.9995679723502304}, "requester_role": {"type": "c...
partial_observation_calibration:train:6029
partial_observation_calibration
4
{"prior_probability_incident": "1/5", "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": 0.058824}}
event_state_reconstruction:train:17155
event_state_reconstruction
2
{"initial_state": {"owner": "bob", "open": true, "severity": "routine"}, "events": [{"ts": 113, "kind": "assign", "owner": "carol"}, {"ts": 130, "kind": "reopen"}, {"ts": 127, "kind": "reopen"}, {"ts": 105, "kind": "reopen"}, {"ts": 106, "kind": "reopen"}, {"ts": 131, "kind": "severity", "severity": "degraded"}, {"ts":...
{"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"...
{"current_owner": {"type": "choice", "choice": "carol", "probabilities": {"alice": 0.0, "bob": 0.0, "carol": 1.0, "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...
event_state_reconstruction:train:11592
event_state_reconstruction
0
{"initial_state": {"owner": "alice", "open": true, "severity": "degraded"}, "events": [{"ts": 104, "kind": "reopen"}, {"ts": 110, "kind": "assign", "owner": "unassigned"}, {"ts": 116, "kind": "assign", "owner": "bob"}], "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": 1.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service requ...
evidence_sufficiency:train:1731
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}}
partial_observation_calibration:train:2181
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": "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": 0.4}}
arithmetic:train:9386
arithmetic
3
Order lines (prices in £): item | unit_price | quantity --- | --- | --- clock | 7 | 1 drill | 35 | 5 scarf | 2 | 2 tent | 43 | 6 kettle | 23 | 2 Rule: Orders of £500 or more get £10 off; smaller orders pay £8 shipping.
{"random_line_bulk": {"type": "noul", "instructions": "If one order line is picked uniformly at random, what is the probability that its quantity is at least 6?"}, "amount_due": {"type": "choice", "criteria": {"£452": "£452", "£490": "£490", "£498": "£498", "£499": "£499", "£508": "£508"}, "instructions": "How much is ...
{"random_line_bulk": {"type": "noul", "noul": 0.2}, "amount_due": {"type": "choice", "choice": "£498", "probabilities": {"£452": 0.0, "£490": 0.0, "£498": 1.0, "£499": 0.0, "£508": 0.0}, "confidence": 1.0}, "lines_above": {"type": "score", "score": 3.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": ...
partial_observation_calibration:train:17498
partial_observation_calibration
3
{"prior_probability_incident": "1/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "positive", "p_positive_given_incident": "3/4", "p_positive_given_no_incident": "1/4"}, {"id": "S2", "observed": "positive", "p_positive_given...
{"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}}
{"incident_real": {"type": "noul", "noul": 0.8}}
partial_observation_calibration:train:6751
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": "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": 0.975904}}
record_aggregation:train:1910
record_aggregation
3
item | category | quantity | in_stock --- | --- | --- | --- brown vase | office | 10 | True white clock | kitchen | 13 | True orange chair | kitchen | 1 | False orange rope | office | 9 | True brown drill | outdoor | 7 | False green tent | tools | 6 | False gray tent | office | 14 | False brown tent | outdoor | 18 | Fa...
{"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 garden category?"}, "largest_quantity": {"type": "choice", "criteria": {"red chair": "red chair", "brown vase": "brown vase", "purple mug": "purple mug", "brown cloc...
{"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...
entity_belief_tracking:train:5549
entity_belief_tracking
2
{"locations": ["shelf", "basement", "desk", "cabinet"], "initial_locations": {"item_1": "cabinet", "item_2": "cabinet"}, "events": [{"step": 1, "object": "item_2", "destination": "shelf", "witnesses": []}, {"step": 2, "object": "item_2", "destination": "desk", "witnesses": ["bob"]}, {"step": 3, "object": "item_2", "des...
{"world_location": {"type": "choice", "instructions": "Where is item_2 actually located after all events?", "criteria": {"shelf": "shelf", "basement": "basement", "desk": "desk", "cabinet": "cabinet"}}, "agent_belief_location": {"type": "choice", "instructions": "Where does alice believe item_2 is after all events?", "...
{"world_location": {"type": "choice", "choice": "desk", "probabilities": {"shelf": 0.0, "basement": 0.0, "desk": 1.0, "cabinet": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "desk", "probabilities": {"shelf": 0.0, "basement": 0.0, "desk": 1.0, "cabinet": 0.0}, "confidence": 1.0}, "bel...
needle_retrieval:train:3452
needle_retrieval
2
id | branch --- | --- A-0796 | Cusco A-2322 | Perth A-1561 | Bergen A-1304 | Kobe A-1389 | Osaka A-0396 | Braga A-5571 | Tunis A-0469 | Lima A-0376 | Thies A-9893 | Porto A-0393 | Hue A-1762 | Osaka A-2346 | Thies A-8990 | Cusco A-9148 | Braga A-3583 | Hue A-6390 | Quito A-0936 | Bergen A-3096 | Oslo A-0326 | Cuenca A-...
{"value_of_id": {"type": "choice", "criteria": {"Dakar": "Dakar", "Kobe": "Kobe", "Hue": "Hue", "Cuenca": "Cuenca", "Cusco": "Cusco", "Lagos": "Lagos", "Tunis": "Tunis", "Bergen": "Bergen", "Quito": "Quito", "Thies": "Thies", "Braga": "Braga", "Sfax": "Sfax", "Porto": "Porto", "Osaka": "Osaka", "Oslo": "Oslo", "Hanoi":...
{"value_of_id": {"type": "choice", "choice": "Braga", "probabilities": {"Dakar": 0.0, "Kobe": 0.0, "Hue": 0.0, "Cuenca": 0.0, "Cusco": 0.0, "Lagos": 0.0, "Tunis": 0.0, "Bergen": 0.0, "Quito": 0.0, "Thies": 0.0, "Braga": 1.0, "Sfax": 0.0, "Porto": 0.0, "Osaka": 0.0, "Oslo": 0.0, "Hanoi": 0.0, "Lima": 0.0, "Darwin": 0.0,...
needle_retrieval:train:17939
needle_retrieval
3
id=S-1434; destination=Porto id=S-8463; destination=Tunis id=S-7411; destination=Quito id=S-0411; destination=Hue id=S-0224; destination=Braga id=S-1179; destination=Lagos id=S-5945; destination=Cusco id=S-9445; destination=Sfax id=S-0114; destination=Hanoi id=S-4311; destination=Lagos id=S-8049; destination=Dakar id=S...
{"value_of_id": {"type": "choice", "criteria": {"Hanoi": "Hanoi", "Cusco": "Cusco", "Accra": "Accra", "Bergen": "Bergen", "Sfax": "Sfax", "Oslo": "Oslo", "Hue": "Hue", "Perth": "Perth", "Lagos": "Lagos", "Quito": "Quito"}, "instructions": "Look up shipment S-8821. Which destination does it have?"}, "id_has_value": {"ty...
{"value_of_id": {"type": "choice", "choice": "Hue", "probabilities": {"Hanoi": 0.0, "Cusco": 0.0, "Accra": 0.0, "Bergen": 0.0, "Sfax": 0.0, "Oslo": 0.0, "Hue": 1.0, "Perth": 0.0, "Lagos": 0.0, "Quito": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 0.0}, "id_listed": {"type": "noul", "noul": 1.0}}
evidence_sufficiency:train:148
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": "S1", "probabilities": {"S1": 1.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "none": 0.0}, "confidence": 1.0}}
multi_view_adjudication:train:12707
multi_view_adjudication
1
{"ticket": {"channel": "api"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": false, "auth_failures": 1, "permission_mismatch": false, "tier": "free"}, "telemetry": {"integration_failures": 4, "error_rate_percent": 0}, "timeline": {"deadline_hours": 168...
{"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": 1.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": ...
table_lookup:train:1116
table_lookup
0
{"people": [{"name": "Bruno", "team": "security", "city": "Lagos", "start_year": 2011}, {"name": "Elif", "team": "mobile", "city": "Braga", "start_year": 2019}, {"name": "Gil", "team": "billing", "city": "Cuenca", "start_year": 2010}, {"name": "Freya", "team": "data", "city": "Cuenca", "start_year": 2009}, {"name": "Um...
{"find_person": {"type": "choice", "criteria": {"Uma": "Uma", "Freya": "Freya", "Gil": "Gil", "Bruno": "Bruno", "Elif": "Elif"}, "instructions": "Which person works in Cuenca on the billing team?"}, "manager_of": {"type": "choice", "criteria": {"Omar": "Omar", "Rosa": "Rosa", "Dmitri": "Dmitri", "Lena": "Lena", "Nora":...
{"find_person": {"type": "choice", "choice": "Gil", "probabilities": {"Uma": 0.0, "Freya": 0.0, "Gil": 1.0, "Bruno": 0.0, "Elif": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Omar", "probabilities": {"Omar": 1.0, "Rosa": 0.0, "Dmitri": 0.0, "Lena": 0.0, "Nora": 0.0, "Farah": 0.0}, "confidence":...
table_lookup:train:18632
table_lookup
1
{"people": [{"name": "Quinn", "team": "data", "city": "Accra", "start_year": 2008}, {"name": "Emeka", "team": "security", "city": "Cusco", "start_year": 2020}, {"name": "Mei", "team": "security", "city": "Accra", "start_year": 2018}, {"name": "Malik", "team": "security", "city": "Bergen", "start_year": 2010}, {"name": ...
{"find_person": {"type": "choice", "criteria": {"Lucia": "Lucia", "Kofi": "Kofi", "Freya": "Freya", "Mei": "Mei", "Quinn": "Quinn", "Jae": "Jae", "Dara": "Dara", "Lena": "Lena", "Malik": "Malik", "Emeka": "Emeka"}, "instructions": "Which person works in Accra on the security team?"}, "manager_of": {"type": "choice", "c...
{"find_person": {"type": "choice", "choice": "Mei", "probabilities": {"Lucia": 0.0, "Kofi": 0.0, "Freya": 0.0, "Mei": 1.0, "Quinn": 0.0, "Jae": 0.0, "Dara": 0.0, "Lena": 0.0, "Malik": 0.0, "Emeka": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Omar", "probabilities": {"Tariq": 0.0, "Elif": 0.0, ...
policy_under_uncertainty:train:15863
policy_under_uncertainty
3
{"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 1}, "resource": {"team": "gamma", "sensitivity": "internal"}, "action": "write"}, "role_evidence": {"history": "Of the last 51 requests from this account, 16 by analysts, 9 by engineers, 26 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, "none (default deny)": 1.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "engineer", "proba...
arithmetic:train:8913
arithmetic
1
{"opening_balance": 0, "currency": "£", "transactions": [{"day": 13, "type": "deposit", "amount": 80}, {"day": 16, "type": "withdrawal", "amount": 10}, {"day": 22, "type": "withdrawal", "amount": 30}, {"day": 28, "type": "withdrawal", "amount": 30}]}
{"lowest_day": {"type": "choice", "criteria": {"day 13": "day 13", "day 16": "day 16", "day 22": "day 22", "day 28": "day 28"}, "instructions": "On which day does the balance reach its minimum?"}, "random_is_deposit": {"type": "noul", "instructions": "If one transaction is picked uniformly at random, what is the probab...
{"lowest_day": {"type": "choice", "choice": "day 28", "probabilities": {"day 13": 0.0, "day 16": 0.0, "day 22": 0.0, "day 28": 1.0}, "confidence": 1.0}, "random_is_deposit": {"type": "noul", "noul": 0.25}, "withdrawal_count": {"type": "score", "score": 3.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "...
event_state_reconstruction:train:16740
event_state_reconstruction
3
{"initial_state": {"owner": "carol", "open": true, "severity": "critical"}, "events": [{"ts": 130, "kind": "note", "text": "triage"}, {"ts": 134, "kind": "note", "text": "customer update"}, {"ts": 120, "kind": "severity", "severity": "critical"}, {"ts": 135, "kind": "resolve"}, {"ts": 117, "kind": "severity", "severity...
{"current_owner": {"type": "choice", "instructions": "Who owns the incident after replaying the event log?", "criteria": {"alice": "alice", "bob": "bob", "carol": "carol", "unassigned": "unassigned"}}, "is_open": {"type": "noul", "instructions": "Is the incident open after replaying the event log?"}, "current_severity"...
{"current_owner": {"type": "choice", "choice": "alice", "probabilities": {"alice": 1.0, "bob": 0.0, "carol": 0.0, "unassigned": 0.0}, "confidence": 1.0}, "is_open": {"type": "noul", "noul": 0.0}, "current_severity": {"type": "score", "score": 2.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service re...
arithmetic:train:2604
arithmetic
0
Start: 09:05 task,duration planning,25 min client call,30 min Tasks run back to back in this order.
{"done_by_deadline": {"type": "noul", "instructions": "Does the last task end at or before 10:05?"}, "longest_task": {"type": "choice", "criteria": {"planning": "planning", "client call": "client call"}, "instructions": "Which task is the longest?"}, "finish_time": {"type": "choice", "criteria": {"10:15": "10:15", "11:...
{"done_by_deadline": {"type": "noul", "noul": 1.0}, "longest_task": {"type": "choice", "choice": "client call", "probabilities": {"planning": 0.0, "client call": 1.0}, "confidence": 1.0}, "finish_time": {"type": "choice", "choice": "10:00", "probabilities": {"10:15": 0.0, "11:00": 0.0, "10:00": 1.0, "10:10": 0.0, "10:0...
needle_retrieval:train:7670
needle_retrieval
0
id | office --- | --- B-2443 | Cusco B-5600 | Cuenca B-5810 | Dakar B-3800 | Cusco B-3036 | Braga B-5008 | Cuenca B-5080 | Bergen B-8139 | Braga B-5800 | Bergen
{"value_of_id": {"type": "choice", "criteria": {"Lima": "Lima", "Dakar": "Dakar", "Osaka": "Osaka", "Cuenca": "Cuenca", "Accra": "Accra", "Porto": "Porto", "Lagos": "Lagos", "Cusco": "Cusco", "Oslo": "Oslo", "Sfax": "Sfax", "Thies": "Thies", "Bergen": "Bergen"}, "instructions": "Look up badge B-5800. Which office does ...
{"value_of_id": {"type": "choice", "choice": "Bergen", "probabilities": {"Lima": 0.0, "Dakar": 0.0, "Osaka": 0.0, "Cuenca": 0.0, "Accra": 0.0, "Porto": 0.0, "Lagos": 0.0, "Cusco": 0.0, "Oslo": 0.0, "Sfax": 0.0, "Thies": 0.0, "Bergen": 1.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 0.0}, "id_listed":...
partial_observation_calibration:train:8305
partial_observation_calibration
3
{"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": "4/5", "p_positive_given_no_incident": "1/5"}, {"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": 0.75}}
evidence_sufficiency:train:2517
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 9 or later.", "A retrac...
{"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru...
{"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S7", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "S6": 0.0, "S7": 1.0, "S8": 0.0, "S9": 0.0, "S10": 0.0, "S11": 0.0, "none": 0.0}, "con...
evidence_sufficiency:train:8486
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}}
table_lookup:train:14328
table_lookup
3
{"people": [{"name": "Carlos", "team": "mobile", "city": "Braga", "start_year": 2011}, {"name": "Bea", "team": "search", "city": "Dakar", "start_year": 2011}, {"name": "Kenji", "team": "mobile", "city": "Dakar", "start_year": 2008}, {"name": "Malik", "team": "search", "city": "Braga", "start_year": 2023}, {"name": "Len...
{"find_person": {"type": "choice", "criteria": {"Nora": "Nora", "Dmitri": "Dmitri", "Freya": "Freya", "Jae": "Jae", "Kenji": "Kenji", "Dara": "Dara", "Jonas": "Jonas", "Bea": "Bea", "Ines": "Ines", "Farah": "Farah", "Ada": "Ada", "Carlos": "Carlos", "Malik": "Malik", "Lena": "Lena"}, "instructions": "Which person works...
{"find_person": {"type": "choice", "choice": "Ada", "probabilities": {"Nora": 0.0, "Dmitri": 0.0, "Freya": 0.0, "Jae": 0.0, "Kenji": 0.0, "Dara": 0.0, "Jonas": 0.0, "Bea": 0.0, "Ines": 0.0, "Farah": 0.0, "Ada": 1.0, "Carlos": 0.0, "Malik": 0.0, "Lena": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice"...
entity_belief_tracking:train:13676
entity_belief_tracking
2
{"locations": ["vault", "lab", "garage", "archive", "drawer", "locker", "shelf", "mailroom", "basement"], "initial_locations": {"item_1": "shelf", "item_2": "archive"}, "events": [{"step": 1, "object": "item_2", "destination": "shelf", "witnesses": ["carol"]}, {"step": 2, "object": "item_1", "destination": "locker", "w...
{"world_location": {"type": "choice", "instructions": "Where is item_1 actually located after all events?", "criteria": {"vault": "vault", "lab": "lab", "garage": "garage", "archive": "archive", "drawer": "drawer", "locker": "locker", "shelf": "shelf", "mailroom": "mailroom", "basement": "basement"}}, "agent_belief_loc...
{"world_location": {"type": "choice", "choice": "locker", "probabilities": {"vault": 0.0, "lab": 0.0, "garage": 0.0, "archive": 0.0, "drawer": 0.0, "locker": 1.0, "shelf": 0.0, "mailroom": 0.0, "basement": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "garage", "probabilities": {"vault...
record_aggregation:train:2387
record_aggregation
1
item,category,quantity,in_stock purple drill,office,5,True white rope,kitchen,1,True blue kettle,outdoor,14,True black vase,garden,2,True yellow scarf,tools,11,True white scarf,outdoor,8,True orange kettle,garden,4,False green chair,office,1,True red clock,tools,1,True red kettle,outdoor,13,True yellow tent,outdoor,13,...
{"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "Count the kitchen items."}, "largest_quantity": {"type": "choice", "criteria": {"purple drill": "purple drill", "white rope": "white rope", "gray clock": "gray clock", "blue kettle": "blue ke...
{"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...
record_aggregation:train:9738
record_aggregation
3
item | category | quantity | in_stock --- | --- | --- | --- white lamp | outdoor | 5 | False yellow scarf | kitchen | 1 | False yellow rope | kitchen | 15 | False brown rope | outdoor | 13 | True orange lamp | outdoor | 6 | True blue scarf | outdoor | 2 | True blue tent | garden | 1 | True white drill | outdoor | 21 | ...
{"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "Count the outdoor items."}, "largest_quantity": {"type": "choice", "criteria": {"orange lamp": "orange lamp", "green lamp": "green lamp", "brown rope": "brown rope", "white drill": "white dri...
{"count_in_category": {"type": "score", "score": 9.0, "legend": {"0": "0", "1": "1", "2": "2", "3": "3", "4": "4", "5": "5", "6": "6", "7": "7", "8": "8", "9": "9 or more"}, "probabilities": {"0": 0.0, "1": 0.0, "2": 0.0, "3": 0.0, "4": 0.0, "5": 0.0, "6": 0.0, "7": 0.0, "8": 0.0, "9": 1.0}, "confidence": 1.0}, "larges...
record_aggregation:train:17514
record_aggregation
0
item,category,quantity,in_stock red kettle,office,4,True green chair,outdoor,16,True yellow kettle,tools,5,True yellow scarf,garden,15,True orange tent,office,13,False brown lamp,office,2,True
{"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "Count the garden items."}, "largest_quantity": {"type": "choice", "criteria": {"red kettle": "red kettle", "brown lamp": "brown lamp", "orange tent": "orange tent", "yellow scarf": "yellow sc...
{"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...
multi_view_adjudication:train:8152
multi_view_adjudication
3
{"ticket": {"channel": "email"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": false, "permission_mismatch": false, "tier": "free"}, "telemetry": {"integration_failures": 2, "error_rate_percent": 15}, "timeline": {"deadline_hours": 23, "executive_escal...
{"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": 2.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": ...
needle_retrieval:train:4190
needle_retrieval
4
id | office --- | --- B-9257 | Hanoi B-5700 | Dakar B-0276 | Thies B-7156 | Darwin B-0157 | Perth B-4955 | Dakar B-9308 | Hanoi B-5074 | Oslo B-7785 | Accra B-4786 | Oslo B-4282 | Cuenca B-7878 | Bergen B-2391 | Tunis B-3428 | Dakar B-1838 | Oslo B-8868 | Braga B-9107 | Sfax B-4865 | Thies B-1157 | Sfax B-6647 | Lima B...
{"value_of_id": {"type": "choice", "criteria": {"Lagos": "Lagos", "Darwin": "Darwin", "Hue": "Hue", "Dakar": "Dakar", "Tunis": "Tunis", "Quito": "Quito", "Sfax": "Sfax", "Thies": "Thies", "Perth": "Perth"}, "instructions": "Which office is listed for badge B-9808?"}, "id_has_value": {"type": "noul", "instructions": "Is...
{"value_of_id": {"type": "choice", "choice": "Quito", "probabilities": {"Lagos": 0.0, "Darwin": 0.0, "Hue": 0.0, "Dakar": 0.0, "Tunis": 0.0, "Quito": 1.0, "Sfax": 0.0, "Thies": 0.0, "Perth": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 0.0}, "id_listed": {"type": "noul", "noul": 0.0}}
needle_retrieval:train:10109
needle_retrieval
3
id=S-5120; destination=Cuenca id=S-9004; destination=Osaka id=S-7955; destination=Accra id=S-9537; destination=Lima id=S-8525; destination=Braga id=S-8649; destination=Bergen id=S-2652; destination=Lagos id=S-8684; destination=Braga id=S-4254; destination=Lagos id=S-2058; destination=Lima id=S-1274; destination=Braga i...
{"value_of_id": {"type": "choice", "criteria": {"Cuenca": "Cuenca", "Sfax": "Sfax", "Accra": "Accra", "Dakar": "Dakar", "Braga": "Braga", "Osaka": "Osaka", "Lagos": "Lagos", "Lima": "Lima", "Porto": "Porto", "Oslo": "Oslo", "Hanoi": "Hanoi", "Perth": "Perth", "Cusco": "Cusco", "Quito": "Quito", "Bergen": "Bergen", "Hue...
{"value_of_id": {"type": "choice", "choice": "Lima", "probabilities": {"Cuenca": 0.0, "Sfax": 0.0, "Accra": 0.0, "Dakar": 0.0, "Braga": 0.0, "Osaka": 0.0, "Lagos": 0.0, "Lima": 1.0, "Porto": 0.0, "Oslo": 0.0, "Hanoi": 0.0, "Perth": 0.0, "Cusco": 0.0, "Quito": 0.0, "Bergen": 0.0, "Hue": 0.0, "Kobe": 0.0}, "confidence": ...
partial_observation_calibration:train:14423
partial_observation_calibration
4
{"prior_probability_incident": "1/5", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "positive", "p_positive_given_incident": "3/4", "p_positive_given_no_incident": "1/4"}, {"id": "S2", "observed": "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": 0.272727}}
state_perturbation:train:7637
state_perturbation
4
{"before": [{"id": "R1", "authorized": true, "status": "resolved", "amount": 490, "owner": "alice", "note": "routine", "status_note": "blocked", "amount_quoted": 480, "previous_owner": "bob"}, {"id": "R2", "authorized": true, "status": "blocked", "amount": 100, "owner": "bob", "note": "routine", "status_note": "resolve...
{"material_change": {"type": "noul", "instructions": "Did any material field of record R8 change?"}, "changed_dimension": {"type": "choice", "instructions": "Which material dimension of record R8 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...
event_state_reconstruction:train:13793
event_state_reconstruction
3
{"initial_state": {"owner": "bob", "open": true, "severity": "degraded"}, "events": [{"ts": 108, "kind": "reopen"}, {"ts": 138, "kind": "note", "text": "triage"}, {"ts": 126, "kind": "void", "voids_ts": 115}, {"ts": 144, "kind": "assign", "owner": "unassigned"}, {"ts": 112, "kind": "note", "text": "customer update"}, {...
{"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": 1.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service requ...
taxonomy_routing:train:17115
taxonomy_routing
1
Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does): [{"category": "security/backlog", "rule": "region is south and tier is plus"}, {"category": "partners/review", "rule": "product is laptop"}, {"category": "security/priority", "rule": "amount above 200"}, {"category": "billing...
{"route": {"type": "choice", "criteria": {"security/backlog": "security/backlog", "partners/review": "partners/review", "security/priority": "security/priority", "billing/desk-b": "billing/desk-b", "software/specialists": "software/specialists", "shipping/review": "shipping/review", "security/desk-b": "security/desk-b"...
{"route": {"type": "choice", "choice": "security/priority", "probabilities": {"security/backlog": 0.0, "partners/review": 0.0, "security/priority": 1.0, "billing/desk-b": 0.0, "software/specialists": 0.0, "shipping/review": 0.0, "security/desk-b": 0.0, "compliance/escalations": 0.0, "onboarding/escalations": 0.0}, "con...
partial_observation_calibration:train:8106
partial_observation_calibration
3
{"prior_probability_incident": "1/5", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "negative", "p_positive_given_incident": "9/10", "p_positive_given_no_incident": "2/5"}, {"id": "S2", "observed": "negative", "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": 0.085714}}
policy_under_uncertainty:train:10103
policy_under_uncertainty
1
{"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "read"}, "role_evidence": {"history": "Of the last 43 requests from this account, 29 by analysts, 14 by engineers. No other role has used it.", "reports": [{"source": "badge ...
{"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": 0.050909}, "governing_policy": {"type": "choice", "choice": "none (default deny)", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.05090909090909091, "none (default deny)": 0.9490909090909091}, "confidence": 0.9490909090909091}, "requester_role": {"type": "choice", "choice": ...
evidence_sufficiency:train:19313
evidence_sufficiency
3
{"claim": "The deployment is sufficiently supported as the cause of the incident.", "rules": ["Support is sufficient only with at least two independent valid supporting origins and no valid contradictory origin. Duplicates from one origin count once.", "Evidence with valid=false is invalid.", "A retraction makes the ev...
{"claim_supported": {"type": "noul", "instructions": "Following the stated rules, is the claim sufficiently supported?"}, "has_conflict": {"type": "noul", "instructions": "Is there at least one valid supporting origin and at least one valid contradictory origin?"}, "strongest_support_origin": {"type": "choice", "instru...
{"claim_supported": {"type": "noul", "noul": 0.0}, "has_conflict": {"type": "noul", "noul": 1.0}, "strongest_support_origin": {"type": "choice", "choice": "S6", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 0.0, "S4": 0.0, "S5": 0.0, "S6": 1.0, "S7": 0.0, "none": 0.0}, "confidence": 1.0}}
taxonomy_routing:train:11064
taxonomy_routing
1
Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does): [{"category": "shipping/desk-a", "rule": "age days at most 60 and issue is login"}, {"category": "security/desk-a", "rule": "age days at most 60"}, {"category": "billing/escalations", "rule": "region is south and age days abo...
{"route": {"type": "choice", "criteria": {"shipping/desk-a": "shipping/desk-a", "security/desk-a": "security/desk-a", "billing/escalations": "billing/escalations", "partners/desk-b": "partners/desk-b", "software/backlog": "software/backlog", "software/specialists": "software/specialists", "billing/desk-b": "billing/des...
{"route": {"type": "choice", "choice": "security/desk-a", "probabilities": {"shipping/desk-a": 0.0, "security/desk-a": 1.0, "billing/escalations": 0.0, "partners/desk-b": 0.0, "software/backlog": 0.0, "software/specialists": 0.0, "billing/desk-b": 0.0, "partners/priority": 0.0, "shipping/priority": 0.0}, "confidence": ...
policy_under_uncertainty:train:15368
policy_under_uncertainty
2
{"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 1}, "resource": {"team": "alpha", "sensitivity": "internal"}, "action": "write"}, "role_evidence": {"history": "Of the last 52 requests from this account, 24 by analysts, 28 by engineers. No other role has used it.", "reports": [{"source": "direc...
{"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "none (default deny)": "none (de...
{"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "none (default deny)", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "none (default deny)": 1.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "engineer", "probabilities": {"analyst": 0.02325581...
state_perturbation:train:9428
state_perturbation
4
{"before": [{"id": "R1", "authorized": true, "status": "blocked", "amount": 480, "owner": "unassigned", "note": "routine", "status_note": "blocked", "amount_quoted": 480, "previous_owner": "unassigned"}, {"id": "R2", "authorized": false, "status": "blocked", "amount": 510, "owner": "unassigned", "note": "imported", "st...
{"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": 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...
taxonomy_routing:train:3871
taxonomy_routing
3
Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does): category=billing/specialists; rule=amount at most 500 and issue is login and channel is phone category=security/specialists; rule=amount above 200 and tier is plus category=software/intake; rule=amount at most 500 and age day...
{"route": {"type": "choice", "criteria": {"billing/specialists": "billing/specialists", "security/specialists": "security/specialists", "software/intake": "software/intake", "partners/backlog": "partners/backlog", "compliance/escalations": "compliance/escalations", "security/escalations": "security/escalations", "partn...
{"route": {"type": "choice", "choice": "partners/review", "probabilities": {"billing/specialists": 0.0, "security/specialists": 0.0, "software/intake": 0.0, "partners/backlog": 0.0, "compliance/escalations": 0.0, "security/escalations": 0.0, "partners/review": 1.0, "security/priority": 0.0, "compliance/review": 0.0, "c...
multi_view_adjudication:train:15798
multi_view_adjudication
1
{"ticket": {"channel": "api"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": false, "auth_failures": 1, "permission_mismatch": false, "tier": "free"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 0}, "timeline": {"deadline_hours": 48,...
{"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...
record_aggregation:train:8189
record_aggregation
0
[{"item": "black rope", "category": "garden", "quantity": 18, "in_stock": true}, {"item": "green clock", "category": "garden", "quantity": 14, "in_stock": false}, {"item": "red tent", "category": "outdoor", "quantity": 3, "in_stock": false}, {"item": "orange kettle", "category": "kitchen", "quantity": 20, "in_stock": f...
{"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "How many items are in the kitchen category?"}, "largest_quantity": {"type": "choice", "criteria": {"green clock": "green clock", "red tent": "red tent", "orange kettle": "orange kettle", "bla...
{"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...
policy_applicability:train:16137
policy_applicability
1
{"request": {"subject": {"role": "manager", "team": "gamma", "clearance": 0}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "read"}, "policies": [{"id": "P1", "priority": 3, "effect": "deny", "teams": ["alpha", "beta"]}, {"id": "P2", "priority": 2, "effect": "allow", "teams": ["alpha", "beta", "g...
{"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": "P2", "probabilities": {"P1": 0.0, "P2": 1.0, "P3": 0.0}, "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 effe...
taxonomy_routing:train:6056
taxonomy_routing
2
Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does): [{"category": "accounts/desk-a", "rule": "tier is business"}, {"category": "partners/backlog", "rule": "age days at most 14 and issue is delay and region is south"}, {"category": "returns/backlog", "rule": "issue is login"}, ...
{"route": {"type": "choice", "criteria": {"accounts/desk-a": "accounts/desk-a", "partners/backlog": "partners/backlog", "returns/backlog": "returns/backlog", "shipping/desk-a": "shipping/desk-a", "software/specialists": "software/specialists", "returns/desk-a": "returns/desk-a", "hardware/specialists": "hardware/specia...
{"route": {"type": "choice", "choice": "billing/escalations", "probabilities": {"accounts/desk-a": 0.0, "partners/backlog": 0.0, "returns/backlog": 0.0, "shipping/desk-a": 0.0, "software/specialists": 0.0, "returns/desk-a": 0.0, "hardware/specialists": 0.0, "accounts/priority": 0.0, "compliance/intake": 0.0, "onboardin...
evidence_sufficiency:train:107
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": 0.0}, "strongest_support_origin": {"type": "choice", "choice": "S2", "probabilities": {"S1": 0.0, "S2": 1.0, "S3": 0.0, "none": 0.0}, "confidence": 1.0}}
table_lookup:train:8682
table_lookup
3
people: name | team | city | start_year --- | --- | --- | --- Hana | security | Kobe | 2018 Uma | support | Perth | 2010 Jonas | data | Darwin | 2024 Ivy | mobile | Kobe | 2020 Omar | support | Darwin | 2011 Lucia | billing | Kobe | 2016 Carlos | support | Tunis | 2019 Viktor | billing | Darwin | 2023 Elif | search | D...
{"find_person": {"type": "choice", "criteria": {"Rosa": "Rosa", "Kenji": "Kenji", "Priya": "Priya", "Nora": "Nora", "Gil": "Gil", "Carlos": "Carlos", "Sven": "Sven", "Hana": "Hana", "Dmitri": "Dmitri", "Nils": "Nils", "Ada": "Ada", "Viktor": "Viktor", "Jonas": "Jonas", "Quinn": "Quinn", "Elif": "Elif", "Tariq": "Tariq"...
{"find_person": {"type": "choice", "choice": "Priya", "probabilities": {"Rosa": 0.0, "Kenji": 0.0, "Priya": 1.0, "Nora": 0.0, "Gil": 0.0, "Carlos": 0.0, "Sven": 0.0, "Hana": 0.0, "Dmitri": 0.0, "Nils": 0.0, "Ada": 0.0, "Viktor": 0.0, "Jonas": 0.0, "Quinn": 0.0, "Elif": 0.0, "Tariq": 0.0, "Dara": 0.0, "Goran": 0.0, "Oma...
table_lookup:train:18955
table_lookup
1
{"people": [{"name": "Kenji", "team": "search", "city": "Lagos", "start_year": 2010}, {"name": "Ada", "team": "data", "city": "Braga", "start_year": 2016}, {"name": "Sven", "team": "mobile", "city": "Porto", "start_year": 2014}, {"name": "Quinn", "team": "search", "city": "Lagos", "start_year": 2016}, {"name": "Uma", "...
{"find_person": {"type": "choice", "criteria": {"Uma": "Uma", "Zoe": "Zoe", "Tariq": "Tariq", "Wen": "Wen", "Sven": "Sven", "Kenji": "Kenji", "Quinn": "Quinn", "Ada": "Ada"}, "instructions": "Which person works in Lagos on the security team?"}, "manager_of": {"type": "choice", "criteria": {"Hugo": "Hugo", "Yusuf": "Yus...
{"find_person": {"type": "choice", "choice": "Zoe", "probabilities": {"Uma": 0.0, "Zoe": 1.0, "Tariq": 0.0, "Wen": 0.0, "Sven": 0.0, "Kenji": 0.0, "Quinn": 0.0, "Ada": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Freya", "probabilities": {"Hugo": 0.0, "Yusuf": 0.0, "Malik": 0.0, "Lena": 0.0, "E...
needle_retrieval:train:6321
needle_retrieval
0
id | office --- | --- B-8737 | Quito B-4560 | Darwin B-6941 | Accra B-3053 | Hanoi B-6841 | Bergen B-7341 | Thies B-6341 | Darwin
{"value_of_id": {"type": "choice", "criteria": {"Thies": "Thies", "Hue": "Hue", "Cusco": "Cusco", "Oslo": "Oslo", "Braga": "Braga", "Osaka": "Osaka", "Kobe": "Kobe", "Accra": "Accra", "Porto": "Porto", "Perth": "Perth", "Tunis": "Tunis", "Cuenca": "Cuenca", "Lima": "Lima", "Dakar": "Dakar", "Darwin": "Darwin", "Bergen"...
{"value_of_id": {"type": "choice", "choice": "Darwin", "probabilities": {"Thies": 0.0, "Hue": 0.0, "Cusco": 0.0, "Oslo": 0.0, "Braga": 0.0, "Osaka": 0.0, "Kobe": 0.0, "Accra": 0.0, "Porto": 0.0, "Perth": 0.0, "Tunis": 0.0, "Cuenca": 0.0, "Lima": 0.0, "Dakar": 0.0, "Darwin": 1.0, "Bergen": 0.0, "Quito": 0.0, "Sfax": 0.0...
table_lookup:train:8865
table_lookup
3
{"people": [{"name": "Zoe", "team": "mobile", "city": "Hue", "start_year": 2019}, {"name": "Ivy", "team": "support", "city": "Tunis", "start_year": 2020}, {"name": "Hugo", "team": "billing", "city": "Lagos", "start_year": 2023}, {"name": "Wen", "team": "security", "city": "Hue", "start_year": 2018}, {"name": "Jae", "te...
{"find_person": {"type": "choice", "criteria": {"Farah": "Farah", "Bruno": "Bruno", "Ada": "Ada", "Lucia": "Lucia", "Ines": "Ines", "Zoe": "Zoe", "Dara": "Dara", "Jonas": "Jonas", "Omar": "Omar", "Wen": "Wen", "Ivy": "Ivy", "Malik": "Malik", "Chloe": "Chloe", "Jae": "Jae", "Freya": "Freya", "Hana": "Hana", "Tariq": "Ta...
{"find_person": {"type": "choice", "choice": "Elif", "probabilities": {"Farah": 0.0, "Bruno": 0.0, "Ada": 0.0, "Lucia": 0.0, "Ines": 0.0, "Zoe": 0.0, "Dara": 0.0, "Jonas": 0.0, "Omar": 0.0, "Wen": 0.0, "Ivy": 0.0, "Malik": 0.0, "Chloe": 0.0, "Jae": 0.0, "Freya": 0.0, "Hana": 0.0, "Tariq": 0.0, "Elif": 1.0, "Yusuf": 0.0...
partial_observation_calibration:train:2185
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": "positive", "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": 0.25}}
arithmetic:train:15264
arithmetic
0
Order lines (prices in $): item,unit_price,quantity rope,13,2 scarf,9,3 clock,12,1 Rule: Orders of $95 or more get $10 off; smaller orders pay $8 shipping.
{"within_budget": {"type": "noul", "instructions": "Does the order fit within a budget of $83?"}, "random_line_bulk": {"type": "noul", "instructions": "If one order line is picked uniformly at random, what is the probability that its quantity is at least 3?"}, "lines_above": {"type": "score", "criteria": ["0", "1", "2"...
{"within_budget": {"type": "noul", "noul": 1.0}, "random_line_bulk": {"type": "noul", "noul": 0.333333}, "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...
policy_under_uncertainty:train:489
policy_under_uncertainty
3
{"request": {"subject": {"role": "unknown", "team": "alpha", "clearance": 0}, "resource": {"team": "gamma", "sensitivity": "restricted"}, "action": "write"}, "role_evidence": {"history": "Of the last 56 requests from this account, 25 by analysts, 27 by engineers, 4 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, "none (default deny)": 1.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "analys...
arithmetic:train:18349
arithmetic
3
Start: 07:45 task,duration design sync,75 min standup,50 min planning,45 min code review,25 min email triage,65 min Tasks run back to back in this order, with a 15-minute break between tasks.
{"longest_task": {"type": "choice", "criteria": {"design sync": "design sync", "standup": "standup", "planning": "planning", "code review": "code review", "email triage": "email triage"}, "instructions": "Which task takes the longest?"}, "finish_time": {"type": "choice", "criteria": {"13:05": "13:05", "13:10": "13:10",...
{"longest_task": {"type": "choice", "choice": "design sync", "probabilities": {"design sync": 1.0, "standup": 0.0, "planning": 0.0, "code review": 0.0, "email triage": 0.0}, "confidence": 1.0}, "finish_time": {"type": "choice", "choice": "13:05", "probabilities": {"13:05": 1.0, "13:10": 0.0, "14:05": 0.0, "13:20": 0.0,...
table_lookup:train:19598
table_lookup
0
{"people": [{"name": "Ines", "team": "support", "city": "Hanoi", "start_year": 2010}, {"name": "Gil", "team": "billing", "city": "Hue", "start_year": 2019}, {"name": "Kofi", "team": "billing", "city": "Thies", "start_year": 2012}, {"name": "Kenji", "team": "billing", "city": "Hanoi", "start_year": 2009}, {"name": "Elif...
{"find_person": {"type": "choice", "criteria": {"Nora": "Nora", "Ines": "Ines", "Kenji": "Kenji", "Kofi": "Kofi", "Gil": "Gil", "Tariq": "Tariq", "Elif": "Elif"}, "instructions": "Which person works in Thies on the search team?"}, "manager_of": {"type": "choice", "criteria": {"Hana": "Hana", "Rosa": "Rosa", "Goran": "G...
{"find_person": {"type": "choice", "choice": "Elif", "probabilities": {"Nora": 0.0, "Ines": 0.0, "Kenji": 0.0, "Kofi": 0.0, "Gil": 0.0, "Tariq": 0.0, "Elif": 1.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Hana", "probabilities": {"Hana": 1.0, "Rosa": 0.0, "Goran": 0.0, "Hugo": 0.0, "Ivy": 0.0, "O...
multi_view_adjudication:train:6230
multi_view_adjudication
1
{"ticket": {"channel": "api"}, "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": 35}, "timeline": {"deadline_hour...
{"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": ...
partial_observation_calibration:train:7873
partial_observation_calibration
3
{"prior_probability_incident": "1/3", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "negative", "p_positive_given_incident": "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": 0.692308}}
multi_view_adjudication:train:18320
multi_view_adjudication
4
{"ticket": {"channel": "api"}, "billing": {"duplicate_charge": true, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "permission_mismatch": false, "tier": "free"}, "telemetry": {"integration_failures": 2, "error_rate_percent": 15}, "timeline": {"now_hour": 103, "due_hour": null, "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": "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...
entity_belief_tracking:train:4064
entity_belief_tracking
2
{"locations": ["archive", "basement", "cabinet", "kitchen", "locker", "vault", "office", "studio", "garage", "attic"], "initial_locations": {"item_1": "studio", "item_2": "garage"}, "events": [{"step": 1, "object": "item_1", "destination": "kitchen", "witnesses": ["alice", "bob"]}, {"step": 2, "object": "item_1", "dest...
{"world_location": {"type": "choice", "instructions": "Where is item_2 actually located after all events?", "criteria": {"archive": "archive", "basement": "basement", "cabinet": "cabinet", "kitchen": "kitchen", "locker": "locker", "vault": "vault", "office": "office", "studio": "studio", "garage": "garage", "attic": "a...
{"world_location": {"type": "choice", "choice": "vault", "probabilities": {"archive": 0.0, "basement": 0.0, "cabinet": 0.0, "kitchen": 0.0, "locker": 0.0, "vault": 1.0, "office": 0.0, "studio": 0.0, "garage": 0.0, "attic": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "vault", "probabi...
taxonomy_routing:train:12819
taxonomy_routing
1
Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does): category | rule --- | --- compliance/priority | amount above 500 and channel is email returns/escalations | age days above 30 and amount at most 200 returns/desk-b | product is printer and amount at most 200 software/desk-a |...
{"route": {"type": "choice", "criteria": {"compliance/priority": "compliance/priority", "returns/escalations": "returns/escalations", "returns/desk-b": "returns/desk-b", "software/desk-a": "software/desk-a", "onboarding/escalations": "onboarding/escalations", "compliance/desk-a": "compliance/desk-a", "hardware/intake":...
{"route": {"type": "choice", "choice": "software/intake", "probabilities": {"compliance/priority": 0.0, "returns/escalations": 0.0, "returns/desk-b": 0.0, "software/desk-a": 0.0, "onboarding/escalations": 0.0, "compliance/desk-a": 0.0, "hardware/intake": 0.0, "software/intake": 1.0, "returns/backlog": 0.0, "compliance/...
partial_observation_calibration:train:17348
partial_observation_calibration
3
{"prior_probability_incident": "1/5", "assumption": "Sensor observations are conditionally independent given whether the incident is real.", "sensors": [{"id": "S1", "observed": "positive", "p_positive_given_incident": "3/4", "p_positive_given_no_incident": "1/4"}, {"id": "S2", "observed": "positive", "p_positive_given...
{"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}}
{"incident_real": {"type": "noul", "noul": 0.486974}}
record_aggregation:train:8120
record_aggregation
1
[{"item": "blue lamp", "category": "tools", "quantity": 17, "in_stock": true}, {"item": "green scarf", "category": "office", "quantity": 15, "in_stock": true}, {"item": "gray scarf", "category": "office", "quantity": 9, "in_stock": true}, {"item": "orange clock", "category": "outdoor", "quantity": 6, "in_stock": true},...
{"count_in_category": {"type": "score", "criteria": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9 or more"], "instructions": "Count the kitchen items."}, "largest_quantity": {"type": "choice", "criteria": {"orange clock": "orange clock", "blue lamp": "blue lamp", "green scarf": "green scarf", "gray scarf": "gray sca...
{"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...
policy_under_uncertainty:train:12571
policy_under_uncertainty
4
{"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 2}, "resource": {"team": "alpha", "sensitivity": "internal"}, "action": "approve"}, "role_evidence": {"history": "Of the last 54 requests from this account, 18 by analysts, 30 by engineers, 6 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": 1.0}, "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, "P7": 0.0, "none (default deny)": 0.0}, "confidence": 1.0}, "requester_role": {"type": "choice", "choice": "engineer", "probabiliti...
state_perturbation:train:942
state_perturbation
2
{"before": [{"id": "R1", "authorized": true, "status": "resolved", "amount": 550, "owner": "bob", "note": "routine", "status_note": "resolved", "amount_quoted": 530, "previous_owner": "bob"}, {"id": "R2", "authorized": true, "status": "resolved", "amount": 460, "owner": "unassigned", "note": "reviewed", "status_note": ...
{"material_change": {"type": "noul", "instructions": "Did any material field of record R4 change?"}, "changed_dimension": {"type": "choice", "instructions": "Which material dimension of record R4 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": 2.0, "legend": {"0": "Lower operational r...
partial_observation_calibration:train:14949
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": "negative", "p_positive_given_incident": "2/3", "p_positive_given_no_incident": "1/3"}, {"id": "S2", "observed": "negative", "p_positive_given...
{"incident_real": {"type": "noul", "instructions": "What is the posterior probability that the incident is real after conditioning on every sensor observation?"}}
{"incident_real": {"type": "noul", "noul": 0.085714}}
arithmetic:train:17492
arithmetic
3
Start: 09:40 task=report writing; duration=45 min task=inventory check; duration=20 min task=interviews; duration=50 min task=email triage; duration=20 min task=design sync; duration=80 min Tasks run back to back in this order, with a 15-minute break between tasks.
{"longest_task": {"type": "choice", "criteria": {"report writing": "report writing", "inventory check": "inventory check", "interviews": "interviews", "email triage": "email triage", "design sync": "design sync"}, "instructions": "Which task is the longest?"}, "done_by_deadline": {"type": "noul", "instructions": "Is ev...
{"longest_task": {"type": "choice", "choice": "design sync", "probabilities": {"report writing": 0.0, "inventory check": 0.0, "interviews": 0.0, "email triage": 0.0, "design sync": 1.0}, "confidence": 1.0}, "done_by_deadline": {"type": "noul", "noul": 1.0}, "starts_before_noon": {"type": "score", "score": 3.0, "legend"...
policy_applicability:train:2265
policy_applicability
4
{"request": {"subject": {"role": "manager", "team": "gamma", "clearance": 2}, "resource": {"team": "beta", "sensitivity": "internal"}, "action": "write"}, "policies": [{"id": "P10", "priority": 4, "effect": "deny", "roles": ["analyst", "engineer", "manager"], "teams": ["gamma"], "actions": ["write"], "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": 0.0}, "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...
evidence_sufficiency:train:5241
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": "S3", "probabilities": {"S1": 0.0, "S2": 0.0, "S3": 1.0, "S4": 0.0, "S5": 0.0, "none": 0.0}, "confidence": 1.0}}
policy_applicability:train:1447
policy_applicability
3
{"request": {"subject": {"role": "analyst", "team": "beta", "clearance": 1}, "resource": {"team": "beta", "sensitivity": "internal"}, "action": "write"}, "policies": [{"id": "P2", "priority": 8, "effect": "allow", "roles": ["engineer", "manager"], "actions": ["read", "write", "approve"], "max_sensitivity": "restricted"...
{"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": "P9", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 0.0, "P9": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the ...
policy_applicability:train:11308
policy_applicability
2
{"request": {"subject": {"role": "analyst", "team": "gamma", "clearance": 1}, "resource": {"team": "beta", "sensitivity": "public"}, "action": "write"}, "policies": [{"id": "P3", "priority": 2, "effect": "allow", "teams": ["alpha", "beta"], "actions": ["read", "write"], "max_sensitivity": "restricted"}, {"id": "P2", "p...
{"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"...
{"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "P4", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 0.0, "legend": {"0": "Level 0: the resource is not restricted and the matching policies ag...
arithmetic:train:15798
arithmetic
0
Start: 07:45 task=report writing; duration=10 min task=planning; duration=40 min task=inventory check; duration=30 min Tasks run back to back in this order.
{"random_is_long": {"type": "noul", "instructions": "If one task is picked uniformly at random, what is the probability that it lasts more than 45 minutes?"}, "done_by_deadline": {"type": "noul", "instructions": "Does the last task end at or before 08:55?"}, "finish_time": {"type": "choice", "criteria": {"09:15": "09:1...
{"random_is_long": {"type": "noul", "noul": 0.0}, "done_by_deadline": {"type": "noul", "noul": 0.0}, "finish_time": {"type": "choice", "choice": "09:05", "probabilities": {"09:15": 0.0, "10:05": 0.0, "08:35": 0.0, "09:05": 1.0, "09:20": 0.0}, "confidence": 1.0}, "starts_before_noon": {"type": "score", "score": 3.0, "le...
taxonomy_routing:train:13787
taxonomy_routing
0
Routing guide (a ticket goes to the category whose conditions it all meets; exactly one does): category=accounts/desk-b; rule=amount above 50 category=onboarding/specialists; rule=amount at most 50 category=partners/escalations; rule=product is laptop category=shipping/intake; rule=channel is email Ticket: product: ta...
{"route": {"type": "choice", "criteria": {"accounts/desk-b": "accounts/desk-b", "onboarding/specialists": "onboarding/specialists", "partners/escalations": "partners/escalations", "shipping/intake": "shipping/intake"}, "instructions": "Which category's conditions does the ticket meet?"}, "belongs_to": {"type": "noul", ...
{"route": {"type": "choice", "choice": "accounts/desk-b", "probabilities": {"accounts/desk-b": 1.0, "onboarding/specialists": 0.0, "partners/escalations": 0.0, "shipping/intake": 0.0}, "confidence": 1.0}, "belongs_to": {"type": "noul", "noul": 0.0}, "conditions_met": {"type": "score", "score": 0.0, "legend": {"0": "0",...
partial_observation_calibration:train:17767
partial_observation_calibration
3
{"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": "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": 0.006897}}
needle_retrieval:train:1659
needle_retrieval
2
id | office --- | --- B-7933 | Accra B-0965 | Accra B-3480 | Oslo B-7793 | Hanoi B-0765 | Hue B-7930 | Tunis B-7379 | Tunis B-2973 | Tunis B-9702 | Bergen B-2662 | Accra B-6743 | Lima B-7973 | Dakar B-3853 | Oslo B-7233 | Quito B-7407 | Tunis B-7073 | Porto B-0563 | Porto B-1735 | Perth B-9174 | Quito B-3977 | Lagos B-...
{"value_of_id": {"type": "choice", "criteria": {"Porto": "Porto", "Tunis": "Tunis", "Hanoi": "Hanoi", "Accra": "Accra", "Dakar": "Dakar", "Lima": "Lima", "Lagos": "Lagos", "Quito": "Quito"}, "instructions": "Look up badge B-5223. Which office does it have?"}, "id_has_value": {"type": "noul", "instructions": "Is badge B...
{"value_of_id": {"type": "choice", "choice": "Dakar", "probabilities": {"Porto": 0.0, "Tunis": 0.0, "Hanoi": 0.0, "Accra": 0.0, "Dakar": 1.0, "Lima": 0.0, "Lagos": 0.0, "Quito": 0.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 0.0}, "id_listed": {"type": "noul", "noul": 1.0}}
policy_under_uncertainty:train:15610
policy_under_uncertainty
4
{"request": {"subject": {"role": "unknown", "team": "beta", "clearance": 2}, "resource": {"team": "alpha", "sensitivity": "public"}, "action": "approve"}, "role_evidence": {"history": "Of the last 39 requests from this account, 27 by analysts, 3 by engineers, 9 by managers. No other role has used it.", "reports": [{"so...
{"access_allowed": {"type": "noul", "instructions": "Given the uncertainty about the requester's role, how likely is the request to be allowed?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request?", "criteria": {"P1": "P1", "P2": "P2", "P3": "P3", "P4": "P4", "P5": "P5", "P6": "P...
{"access_allowed": {"type": "noul", "noul": 0.600739}, "governing_policy": {"type": "choice", "choice": "P4", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.600739371534196, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 0.0, "none (default deny)": 0.39926062846580407}, "confidence": 0.600739371534196}, "requester_...
event_state_reconstruction:train:9322
event_state_reconstruction
3
{"initial_state": {"owner": "bob", "open": true, "severity": "degraded"}, "events": [{"ts": 143, "kind": "note", "text": "ack"}, {"ts": 110, "kind": "assign", "owner": "carol"}, {"ts": 154, "kind": "reopen"}, {"ts": 146, "kind": "void", "voids_ts": 140}, {"ts": 140, "kind": "reopen"}, {"ts": 123, "kind": "severity", "s...
{"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": 1.0}, "current_severity": {"type": "score", "score": 0.0, "legend": {"0": "routine: Routine.", "1": "degraded: Degraded service re...
policy_under_uncertainty:train:12681
policy_under_uncertainty
0
{"request": {"subject": {"role": "unknown", "team": "gamma", "clearance": 1}, "resource": {"team": "gamma", "sensitivity": "restricted"}, "action": "approve"}, "role_evidence": {"history": "Of the last 19 requests from this account, 6 by analysts, 13 by managers. No other role has used it.", "reports": [{"source": "man...
{"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": 0.866667}, "governing_policy": {"type": "choice", "choice": "P1", "probabilities": {"P1": 0.8666666666666667, "P2": 0.0, "none (default deny)": 0.13333333333333333}, "confidence": 0.8666666666666667}, "requester_role": {"type": "choice", "choice": "manager", "probabilities": ...
multi_view_adjudication:train:16836
multi_view_adjudication
1
{"ticket": {"channel": "email"}, "billing": {"duplicate_charge": false, "invoice_mismatch": false, "refund_missing": false}, "account": {"active": true, "auth_failures": 1, "permission_mismatch": true, "tier": "team"}, "telemetry": {"integration_failures": 1, "error_rate_percent": 10}, "timeline": {"deadline_hours": 48...
{"intent": {"type": "choice", "instructions": "Following the intent rule, what is the primary operational issue?", "criteria": {"billing": "Payments, invoices, refunds, or charges.", "access": "Authentication, permissions, or account access.", "technical": "Product failures, bugs, or integrations.", "other": "None of t...
{"intent": {"type": "choice", "choice": "access", "probabilities": {"billing": 0.0, "access": 1.0, "technical": 0.0, "other": 0.0}, "confidence": 1.0}, "is_urgent": {"type": "noul", "noul": 0.0}, "workflow_impact": {"type": "score", "score": 2.0, "legend": {"0": "Level 0: no affected feature is down or slow.", "1": "Le...
table_lookup:train:12478
table_lookup
2
people: name,team,city,start_year Ada,billing,Hanoi,2021 Jonas,data,Hanoi,2010 Dmitri,data,Hanoi,2014 Nora,billing,Osaka,2020 Wen,mobile,Osaka,2022 Hugo,data,Hanoi,2019 Jae,security,Lima,2012 Ximena,data,Osaka,2022 Ivy,billing,Osaka,2016 Nils,support,Lima,2008 Emeka,billing,Porto,2021 Priya,support,Porto,2008 Farah,dat...
{"find_person": {"type": "choice", "criteria": {"Emeka": "Emeka", "Farah": "Farah", "Nora": "Nora", "Jae": "Jae", "Gil": "Gil", "Priya": "Priya", "Ximena": "Ximena", "Wen": "Wen", "Amir": "Amir", "Viktor": "Viktor", "Hugo": "Hugo", "Ivy": "Ivy", "Uma": "Uma", "Jonas": "Jonas", "Ada": "Ada", "Nils": "Nils", "Dmitri": "D...
{"find_person": {"type": "choice", "choice": "Ada", "probabilities": {"Emeka": 0.0, "Farah": 0.0, "Nora": 0.0, "Jae": 0.0, "Gil": 0.0, "Priya": 0.0, "Ximena": 0.0, "Wen": 0.0, "Amir": 0.0, "Viktor": 0.0, "Hugo": 0.0, "Ivy": 0.0, "Uma": 0.0, "Jonas": 0.0, "Ada": 1.0, "Nils": 0.0, "Dmitri": 0.0}, "confidence": 1.0}, "man...
table_lookup:train:11826
table_lookup
1
people: name | team | city | start_year --- | --- | --- | --- Malik | mobile | Kobe | 2024 Mei | data | Kobe | 2012 Dmitri | mobile | Kobe | 2023 Rosa | security | Lima | 2021 Jonas | mobile | Lima | 2009 Viktor | mobile | Kobe | 2021 Jae | search | Lima | 2018 Dara | data | Porto | 2018 teams: team | manager --- | --...
{"find_person": {"type": "choice", "criteria": {"Rosa": "Rosa", "Jae": "Jae", "Viktor": "Viktor", "Dmitri": "Dmitri", "Malik": "Malik", "Jonas": "Jonas", "Dara": "Dara", "Mei": "Mei"}, "instructions": "Who is on the data team and based in Kobe?"}, "manager_of": {"type": "choice", "criteria": {"Farah": "Farah", "Bea": "...
{"find_person": {"type": "choice", "choice": "Mei", "probabilities": {"Rosa": 0.0, "Jae": 0.0, "Viktor": 0.0, "Dmitri": 0.0, "Malik": 0.0, "Jonas": 0.0, "Dara": 0.0, "Mei": 1.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Priya", "probabilities": {"Farah": 0.0, "Bea": 0.0, "Hana": 0.0, "Lena": 0.0,...
table_lookup:train:1620
table_lookup
0
people: name,team,city,start_year Jonas,billing,Accra,2012 Dmitri,security,Accra,2024 Bea,data,Quito,2012 Yusuf,billing,Hue,2022 Ada,support,Quito,2024 teams: team,manager billing,Kofi search,Goran mobile,Viktor security,Quinn data,Ivy support,Priya
{"find_person": {"type": "choice", "criteria": {"Jonas": "Jonas", "Dmitri": "Dmitri", "Yusuf": "Yusuf", "Bea": "Bea", "Ada": "Ada"}, "instructions": "Which person works in Hue on the billing team?"}, "manager_of": {"type": "choice", "criteria": {"Kofi": "Kofi", "Ivy": "Ivy", "Priya": "Priya", "Goran": "Goran", "Viktor"...
{"find_person": {"type": "choice", "choice": "Yusuf", "probabilities": {"Jonas": 0.0, "Dmitri": 0.0, "Yusuf": 1.0, "Bea": 0.0, "Ada": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Ivy", "probabilities": {"Kofi": 0.0, "Ivy": 1.0, "Priya": 0.0, "Goran": 0.0, "Viktor": 0.0, "Quinn": 0.0}, "confiden...
needle_retrieval:train:15593
needle_retrieval
4
The badge B-9771 has office Lagos. The badge B-0393 has office Porto. The badge B-6480 has office Osaka. The badge B-1022 has office Cusco. The badge B-3587 has office Quito. The badge B-7519 has office Cusco. The badge B-5335 has office Cusco. The badge B-7324 has office Cuenca. The badge B-1351 has office Hanoi. The ...
{"value_of_id": {"type": "choice", "criteria": {"Bergen": "Bergen", "Hue": "Hue", "Cusco": "Cusco", "Hanoi": "Hanoi", "Accra": "Accra", "Oslo": "Oslo", "Dakar": "Dakar", "Lima": "Lima"}, "instructions": "Which office is listed for badge B-5340?"}, "id_has_value": {"type": "noul", "instructions": "Is badge B-5340 listed...
{"value_of_id": {"type": "choice", "choice": "Lima", "probabilities": {"Bergen": 0.0, "Hue": 0.0, "Cusco": 0.0, "Hanoi": 0.0, "Accra": 0.0, "Oslo": 0.0, "Dakar": 0.0, "Lima": 1.0}, "confidence": 1.0}, "id_has_value": {"type": "noul", "noul": 1.0}, "id_listed": {"type": "noul", "noul": 0.0}}
table_lookup:train:9011
table_lookup
0
people: name,team,city,start_year Freya,support,Hanoi,2016 Ines,data,Accra,2011 Elif,support,Hanoi,2019 Quinn,search,Tunis,2013 Bruno,security,Dakar,2013 Ada,billing,Dakar,2014 teams: team,manager billing,Farah search,Ximena mobile,Tariq security,Yusuf data,Malik support,Omar
{"find_person": {"type": "choice", "criteria": {"Ada": "Ada", "Quinn": "Quinn", "Ines": "Ines", "Elif": "Elif", "Bruno": "Bruno", "Freya": "Freya"}, "instructions": "Who is on the billing team and based in Dakar?"}, "manager_of": {"type": "choice", "criteria": {"Yusuf": "Yusuf", "Ximena": "Ximena", "Tariq": "Tariq", "O...
{"find_person": {"type": "choice", "choice": "Ada", "probabilities": {"Ada": 1.0, "Quinn": 0.0, "Ines": 0.0, "Elif": 0.0, "Bruno": 0.0, "Freya": 0.0}, "confidence": 1.0}, "manager_of": {"type": "choice", "choice": "Ximena", "probabilities": {"Yusuf": 0.0, "Ximena": 1.0, "Tariq": 0.0, "Omar": 0.0, "Farah": 0.0, "Malik":...
policy_applicability:train:4557
policy_applicability
3
{"request": {"subject": {"role": "engineer", "team": "beta", "clearance": 1}, "resource": {"team": "beta", "sensitivity": "restricted"}, "action": "read"}, "policies": [{"id": "P3", "priority": 6, "effect": "deny", "teams": ["beta", "gamma"], "min_clearance": 2, "actions": ["read", "write", "approve"]}, {"id": "P1", "p...
{"access_allowed": {"type": "noul", "instructions": "Does the governing policy allow the requested action?"}, "governing_policy": {"type": "choice", "instructions": "Which policy governs the request, i.e. has the highest priority among the policies whose constraints all hold?", "criteria": {"P1": "P1", "P2": "P2", "P3"...
{"access_allowed": {"type": "noul", "noul": 0.0}, "governing_policy": {"type": "choice", "choice": "P8", "probabilities": {"P1": 0.0, "P2": 0.0, "P3": 0.0, "P4": 0.0, "P5": 0.0, "P6": 0.0, "P7": 0.0, "P8": 1.0}, "confidence": 1.0}, "review_risk": {"type": "score", "score": 2.0, "legend": {"0": "Level 0: the resource is...
entity_belief_tracking:train:10673
entity_belief_tracking
4
{"locations": ["locker", "archive", "studio", "cabinet", "attic", "mailroom", "shelf", "desk", "basement", "drawer"], "initial_locations": {"item_1": "attic", "item_2": "cabinet", "item_3": "drawer"}, "events": [{"step": 1, "object": "item_3", "destination": "cabinet", "witnesses": []}, {"step": 2, "object": "item_2", ...
{"world_location": {"type": "choice", "instructions": "Where is item_3 actually located after all events?", "criteria": {"locker": "locker", "archive": "archive", "studio": "studio", "cabinet": "cabinet", "attic": "attic", "mailroom": "mailroom", "shelf": "shelf", "desk": "desk", "basement": "basement", "drawer": "draw...
{"world_location": {"type": "choice", "choice": "locker", "probabilities": {"locker": 1.0, "archive": 0.0, "studio": 0.0, "cabinet": 0.0, "attic": 0.0, "mailroom": 0.0, "shelf": 0.0, "desk": 0.0, "basement": 0.0, "drawer": 0.0}, "confidence": 1.0}, "agent_belief_location": {"type": "choice", "choice": "archive", "proba...
evidence_sufficiency:train:8970
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}}