AsystemAReno/Ling-3.0-tiny-JEV
Updated • 1
Datasets:
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value | workflow stringlengths 7 20 | state stringlengths 133 22.1k | questions stringlengths 65 1.02k | gold stringlengths 48 517 | source_version stringclasses 2
values | source_group stringlengths 17 39 | provenance stringlengths 2 480 |
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v2-compound_numeric-f2aff044a8350766824f8efc | train | compound_5 | Loan case train-06c43046f529. Interest period starts 2021-07-04 inclusive and ends 2021-08-08 exclusive. Opening principal $44061. Annual interest rate 5.58% until the reset; 5.82% from 2021-07-26 inclusive. A $5827 prepayment is received on 2021-07-22, reducing principal from the START of that day. Daily simple intere... | {"decision":{"criteria":{"A":"227.99","B":"226.98","C":"225.99","D":"226.99","E":"227.00"},"instructions":"What is the interest due in dollars?","type":"choice"}} | {"decision":{"probabilities":{"A":0.0,"B":0.0,"C":0.0,"D":1.0,"E":0.0}}} | v2 | v2:compound_numeric:compound_5 | {"family":"compound_5","oracle":{"days":35,"kind":"piecewise_interest","payday":18,"payment":5827,"principal":44061,"r1":558,"r2":582,"reset":22}} |
v2-v2-replay-v3_1770257b036de737_n | train | v3_high | A hospital visit discloses abuse in the home; additionally seeks accountability for a relapse. Context: as a lay leader, following a recent audit. Reported by the automated check. | {"decision":{"instructions":"Is this scenario one where: this is within lay pastoral scope?","type":"noul"}} | {"decision":{"probabilities":{"false":0.8,"true":0.2}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"v3_1770257b036de737_n","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:pastoral_care"} |
v2-response_verification-3e67700a122d258b7d32722c | train | judge_3 | Review case train-ecef78e4b516637c. Evaluate the candidate response; every stated requirement matters.
REQUEST: Express 3/35 as a percentage to one decimal place, using half-up rounding. Include the percent symbol and show multiplication by 100.
CANDIDATE RESPONSE: 3/35 × 100 = 8.571428571428571428571428571%. Rounded: ... | {"decision":{"instructions":"Does the candidate response correctly satisfy every explicit requirement?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:response_verification:judge_3 | {"family":"judge_3","oracle":{"denominator":35,"kind":"judge_percent","numerator":3,"reported":"8.7"}} |
v2-semantic_tradeoff-96886172918de663efa37b38 | train | stacked_exceptions | Case train-b66a0941712a2480. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
SERVICE-X clause 3: The combined extension may never exceed 9 days. Anything beyond instructor plus valid accommodation requires dean approva... | {"decision":{"instructions":"Can the instructor grant the entire requested extension without dean approval under these facts?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:semantic_tradeoff:stacked_exceptions | {"family":"stacked_exceptions","oracle":{"auto":1,"cap":9,"expired":false,"individual":4,"kind":"stacked_allowances","recorded":false,"registered":true,"requested":4}} |
v2-v2-replay-v3_c8e37bc36a219c57_n | train | v3_high | A forest plot reveals recent fire damage; additionally shows canopy closure within historical range. Context: compared to the 10-year baseline, during peak load. Reported by the operator. | {"decision":{"instructions":"Is this scenario one where: a protected species is present?","type":"noul"}} | {"decision":{"probabilities":{"false":0.83,"true":0.17}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"v3_c8e37bc36a219c57_n","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:ecology_environment"} |
v2-response_verification-31136d830a57b7453a65d649 | train | judge_2 | Review case train-d9c37973e76f1bac. Evaluate the candidate response; every stated requirement matters.
REQUEST: Accept values in [22, 25], including both endpoints. Is the measured value 21 acceptable? Explain the endpoint rule.
CANDIDATE RESPONSE: Both endpoints are included. The measured value is 21. Answer: not acce... | {"decision":{"instructions":"Does the candidate response correctly satisfy every explicit requirement?","type":"noul"}} | {"decision":{"probabilities":{"false":0.0,"true":1.0}}} | v2 | v2:response_verification:judge_2 | {"family":"judge_2","oracle":{"high":25,"kind":"judge_interval","low":22,"measurement":21,"reported":false}} |
v2-v2-replay-v3_6240b224ff5def69_c | train | v3_soft | An evacuation path is the shortest path by 6 minutes; additionally includes a toll segment costing $14. Context: in low-visibility conditions, with a new vendor onboarded. Reported by the review queue. | {"decision":{"criteria":{"cheapest":"cheapest","fastest":"fastest","safest":"safest","shortest":"shortest"},"instructions":"Mode for this scenario.","type":"choice"}} | {"decision":{"probabilities":{"cheapest":0.0,"fastest":0.52,"safest":0.16,"shortest":0.32}}} | v2 | v2:v3_replay:soft | {"family":"v3_soft","original_id":"v3_6240b224ff5def69_c","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:navigation_routing"} |
v2-response_verification-84bb90e0c28c0796483ec89a | train | judge_0 | Review case train-ad75ad9df146ac82. Evaluate the candidate response; every stated requirement matters.
REQUEST: A tank starts with 47 liters, loses 16 liters/hour for 4 hours, then receives 37 liters. Show the chronological calculation and final volume in liters.
CANDIDATE RESPONSE: Loss is 16 × 4 = 64 L. Remaining aft... | {"decision":{"instructions":"Does the candidate response correctly satisfy every explicit requirement?","type":"noul"}} | {"decision":{"probabilities":{"false":0.0,"true":1.0}}} | v2 | v2:response_verification:judge_0 | {"family":"judge_0","oracle":{"added":37,"hours":4,"kind":"judge_arithmetic","rate":16,"reported":20,"start":47}} |
v2-compound_numeric-c6c42e42c263be5f53c2f037 | train | compound_1 | Service request train-5e65e65dddbd. Callback verification completed 2020-03-02. Release is permitted only after 11 business days, at 17:00 on the last counted day or later. Exclude the verification date. Business days are Monday–Friday except these closures: 2020-03-06, 2020-03-17. Current local time: 2020-03-20T17:01:... | {"decision":{"instructions":"Must the request remain on hold because the waiting period has not elapsed?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:compound_numeric:compound_1 | {"family":"compound_1","oracle":{"current":"2020-03-20T17:01:00","days":11,"holidays":["2020-03-06","2020-03-17"],"hour":17,"kind":"business_wait","negative":true,"start":"2020-03-02"}} |
v2-long_operations-f7836a74ef0fcd6ae4c9dcb9 | train | stacked_exceptions | Case train-e8f035aaf4a2ad2b. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-012: Regional records must be retained for 18 days; an access request needs a named approver. Fees above EUR 23536 need a second revi... | {"decision":{"instructions":"Can the instructor grant the entire requested extension without dean approval under these facts?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:long_operations:stacked_exceptions | {"family":"stacked_exceptions","oracle":{"auto":1,"cap":5,"expired":true,"individual":3,"kind":"stacked_allowances","recorded":false,"registered":false,"requested":1}} |
v2-v2-replay-v3_b44b139d1ec7235a_n | train | v3_high | An amplicon sequence has a 4bp insertion in the coding sequence; additionally maps to two loci with equal coverage. Context: with the long-read platform, while on-call rotation changed. Reported by the operator. | {"decision":{"instructions":"Is this scenario one where: the sequence supports the expected amplicon?","type":"noul"}} | {"decision":{"probabilities":{"false":0.74,"true":0.26}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"v3_b44b139d1ec7235a_n","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:sequence_analysis"} |
v2-long_operations-726ad0cb5e4f9a8dbd343377 | train | current_overrides | Case train-a27e2123dab72492. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-001: Regional records must be retained for 55 days; an access request needs a named approver. Fees above EUR 21397 need a second revi... | {"decision":{"criteria":{"A":"P2","B":"P3","C":"P0","D":"P1"},"instructions":"Which priority does the current policy require?","type":"choice"}} | {"decision":{"probabilities":{"A":1.0,"B":0.0,"C":0.0,"D":0.0}}} | v2 | v2:long_operations:current_overrides | {"family":"current_overrides","oracle":{"default":false,"exploited":false,"kind":"flag_priority","override":null,"prod":false,"score":9.8}} |
v2-compound_numeric-da7ae10820b30c6929e6386d | train | compound_0 | Warranty case train-68e1aba781eb. Delivery: 2024-08-31. Coverage lasts 2 calendar months from delivery. Add calendar months, preserving the day number where possible; otherwise use the final day of the expiry month. Coverage includes the entire final day in UTC+1; the next midnight is excluded. Online reporting time: 2... | {"decision":{"instructions":"Was the claim late?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:compound_numeric:compound_0 | {"family":"compound_0","oracle":{"kind":"month_deadline","months":2,"negative":true,"report":"2024-10-31T16:59:00-05:00","start":"2024-08-31","zone":1}} |
v2-long_operations-e9312125b3e86d08e003822f | train | approval_controls | Case train-4988da97824f6c52. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-073: A return received within 55 days may be refunded up to EUR 37636, unless resale inspection is required. The department head can ... | {"decision":{"instructions":"Must the payment be released under the stated controls?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:long_operations:approval_controls | {"family":"approval_controls","oracle":{"amount":28814,"kind":"payment_controls","limit1":60000,"limit2":60000,"receiver":false,"same":true,"stored":false,"wait":4}} |
v2-long_operations-ce755e9affa38c7b8896a1d7 | train | approval_controls | Case train-7a3eee821e005ffe. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-069: A return received within 100 days may be refunded up to EUR 21341, unless resale inspection is required. The department head can... | {"decision":{"instructions":"Must the payment be released under the stated controls?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:long_operations:approval_controls | {"family":"approval_controls","oracle":{"amount":34128,"kind":"payment_controls","limit1":100000,"limit2":15000,"receiver":false,"same":true,"stored":true,"wait":0}} |
v2-v2-replay-v3_a55aa854da3530d7_s | train | v3_soft | A predictive model reduces to the known theory in the limit; additionally requires a new particle with no decay signature. Context: in the journal club, while on-call rotation changed. Reported by the on-call engineer. | {"decision":{"criteria":["0","1","2","3","4","5"],"instructions":"Rate novelty for this scenario on a 0-5 scale.","type":"score"}} | {"decision":{"probabilities":{"0":0.15,"1":0.25,"2":0.28,"3":0.22,"4":0.09,"5":0.01}}} | v2 | v2:v3_replay:soft | {"family":"v3_soft","original_id":"v3_a55aa854da3530d7_s","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:hypothesis_eval"} |
v2-compound_numeric-875e793ad08eecbca99727f4 | train | compound_1 | Service request train-829aad1d264a. Callback verification completed 2019-07-24. Release is permitted only after 10 business days, at 16:00 on the last counted day or later. Exclude the verification date. Business days are Monday–Friday except these closures: 2019-07-25, 2019-07-27. Current local time: 2019-08-08T15:59:... | {"decision":{"instructions":"Must the request remain on hold because the waiting period has not elapsed?","type":"noul"}} | {"decision":{"probabilities":{"false":0.0,"true":1.0}}} | v2 | v2:compound_numeric:compound_1 | {"family":"compound_1","oracle":{"current":"2019-08-08T15:59:00","days":10,"holidays":["2019-07-25","2019-07-27"],"hour":16,"kind":"business_wait","negative":true,"start":"2019-07-24"}} |
v2-long_operations-74eb786e0386df65642bb252 | train | stacked_exceptions | Case train-d7e0a12188ed3834. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-026: A return received within 25 days may be refunded up to EUR 8097, unless resale inspection is required. The department head can a... | {"decision":{"instructions":"Can the instructor grant the entire requested extension without dean approval under these facts?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:long_operations:stacked_exceptions | {"family":"stacked_exceptions","oracle":{"auto":2,"cap":9,"expired":false,"individual":3,"kind":"stacked_allowances","recorded":false,"registered":false,"requested":4}} |
v2-semantic_tradeoff-37aa1175b308d94340989da9 | train | current_overrides | Case train-3fbf3b415025ebed. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
SERVICE-X clause 3: A PoC on staging is not evidence of active production exploitation. Only the explicit current exploitation investigation ... | {"decision":{"criteria":{"A":"P0","B":"P1","C":"P2","D":"P3"},"instructions":"Which priority does the current policy require?","type":"choice"}} | {"decision":{"probabilities":{"A":1.0,"B":0.0,"C":0.0,"D":0.0}}} | v2 | v2:semantic_tradeoff:current_overrides | {"family":"current_overrides","oracle":{"default":false,"exploited":true,"kind":"flag_priority","override":true,"prod":true,"score":6.5}} |
v2-semantic_tradeoff-318c609c6ed00275063c806f | train | approval_controls | Case train-0c485808d7def5ae. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
SERVICE-X clause 1: All payments in this file need TWO approvals from different people. Payment amount must not exceed the LOWER of their app... | {"decision":{"instructions":"Must the payment be released under the stated controls?","type":"noul"}} | {"decision":{"probabilities":{"false":0.0,"true":1.0}}} | v2 | v2:semantic_tradeoff:approval_controls | {"family":"approval_controls","oracle":{"amount":14877,"kind":"payment_controls","limit1":100000,"limit2":30000,"receiver":false,"same":false,"stored":true,"wait":4}} |
v2-compound_numeric-d4f35bc5d6e02de7557f1996 | train | compound_1 | Service request train-3f65697395a8. Callback verification completed 2021-12-01. Release is permitted only after 3 business days, at 16:00 on the last counted day or later. Exclude the verification date. Business days are Monday–Friday except these closures: 2021-12-02, 2021-12-03, 2021-12-05. Current local time: 2021-1... | {"decision":{"instructions":"Has the waiting period elapsed so release is permitted?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:compound_numeric:compound_1 | {"family":"compound_1","oracle":{"current":"2021-12-07T15:59:00","days":3,"holidays":["2021-12-02","2021-12-03","2021-12-05"],"hour":16,"kind":"business_wait","negative":false,"start":"2021-12-01"}} |
v2-semantic_tradeoff-376b7a150b1290f959087701 | train | approval_controls | Case train-80b090dba0be5eb0. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
SERVICE-X clause 3: Executive urgency neither waives nor blocks controls. Once all required controls are satisfied, release the payment; do n... | {"decision":{"instructions":"Must the payment be released under the stated controls?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:semantic_tradeoff:approval_controls | {"family":"approval_controls","oracle":{"amount":89216,"kind":"payment_controls","limit1":15000,"limit2":15000,"receiver":true,"same":false,"stored":true,"wait":3}} |
v2-compound_numeric-ebe46c303b09104f2a2df0fc | train | compound_3 | Billing case train-3fe5c1811725. Monthly budget $11485. Trigger at the end of the FIRST day when cumulative net cost is at least 90% of budget. Net cost is usage minus credits; tax is excluded. A credit is applied on its listed day. Do not subtract future credits early.
Day 01: usage $494.84; credit $0.00; tax $39.59 (... | {"decision":{"criteria":{"A":"not reached","B":"day 30","C":"day 26","D":"day 27","E":"day 29","F":"day 28"},"instructions":"On which day does the budget alert first trigger?","type":"choice"}} | {"decision":{"probabilities":{"A":0.0,"B":0.0,"C":0.0,"D":0.0,"E":0.0,"F":1.0}}} | v2 | v2:compound_numeric:compound_3 | {"family":"compound_3","oracle":{"budget_dollars":11485,"credit_cents":136868,"credit_index":17,"kind":"ledger_threshold","pct":90,"usage_cents":[49484,55774,57175,31360,27339,26933,43866,41680,44670,66490,24496,35877,38794,33236,59331,53050,31913,42483,60857,43948,39432,36446,26573,42067,43868,57854,23497,58726,51027,... |
v2-long_operations-e60adf39caba5844fbc5c299 | train | current_overrides | Case train-da0c3cf83e99bd81. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-033: A return received within 89 days may be refunded up to EUR 43297, unless resale inspection is required. The department head can ... | {"decision":{"criteria":{"A":"P0","B":"P1","C":"P3","D":"P2"},"instructions":"Which priority does the current policy require?","type":"choice"}} | {"decision":{"probabilities":{"A":1.0,"B":0.0,"C":0.0,"D":0.0}}} | v2 | v2:long_operations:current_overrides | {"family":"current_overrides","oracle":{"default":true,"exploited":true,"kind":"flag_priority","override":false,"prod":true,"score":9.8}} |
v2-long_operations-65fd0b45af4d54366343b27a | train | approval_controls | Case train-c7800c2d6ff39b99. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-044: Regional records must be retained for 118 days; an access request needs a named approver. Fees above EUR 18479 need a second rev... | {"decision":{"instructions":"Must the payment be released under the stated controls?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:long_operations:approval_controls | {"family":"approval_controls","oracle":{"amount":49094,"kind":"payment_controls","limit1":100000,"limit2":100000,"receiver":false,"same":true,"stored":true,"wait":2}} |
v2-compound_numeric-5e2024fbaa05886217412824 | train | compound_1 | Service request train-4773da4178de. Callback verification completed 2022-12-29. Release is permitted only after 9 business days, at 09:00 on the last counted day or later. Exclude the verification date. Business days are Monday–Friday except these closures: 2022-12-30, 2023-01-07, 2023-01-12. Current local time: 2023-0... | {"decision":{"instructions":"Has the waiting period elapsed so release is permitted?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:compound_numeric:compound_1 | {"family":"compound_1","oracle":{"current":"2023-01-12T08:59:00","days":9,"holidays":["2022-12-30","2023-01-07","2023-01-12"],"hour":9,"kind":"business_wait","negative":false,"start":"2022-12-29"}} |
v2-v2-replay-v3_459fe6d18e82f84f_c | train | v3_high | A dataset uses community-standard file formats; additionally is stored with a 3-2-1 backup strategy. Context: before the personnel departure, mid-incident. Reported by the operator. | {"decision":{"criteria":{"compliant":"compliant","fixable":"fixable","non_compliant":"non_compliant","violation":"violation"},"instructions":"Compliance status for this scenario.","type":"choice"}} | {"decision":{"probabilities":{"compliant":0.87,"fixable":0.07,"non_compliant":0.04,"violation":0.02}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"v3_459fe6d18e82f84f_c","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:research_data_mgmt"} |
v2-v2-replay-v3_29a1501ea235bc31_s | train | v3_high | A chiller unit reports intermittent sensor faults; additionally shows water intrusion near the control panel. Context: a tenant-occupied zone, with a new vendor onboarded. Reported by the automated check. | {"decision":{"criteria":["0","1","2","3","4","5"],"instructions":"Rate downtime risk for this scenario on a 0-5 scale.","type":"score"}} | {"decision":{"probabilities":{"0":0.0,"1":0.0,"2":0.0,"3":0.18,"4":0.81,"5":0.01}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"v3_29a1501ea235bc31_s","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:facilities_maintenance"} |
v2-response_verification-71c6084941cef724000a6347 | train | judge_2 | Review case train-8e81959233f6b56a. Evaluate the candidate response; every stated requirement matters.
REQUEST: Accept values in [49, 50], including both endpoints. Is the measured value 50 acceptable? Explain the endpoint rule.
CANDIDATE RESPONSE: Both endpoints are included. The measured value is 50. Answer: not acce... | {"decision":{"instructions":"Does the candidate response correctly satisfy every explicit requirement?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:response_verification:judge_2 | {"family":"judge_2","oracle":{"high":50,"kind":"judge_interval","low":49,"measurement":50,"reported":false}} |
v2-v2-replay-workflow-controls-v1:agent_trace_observability:42:43:v2:NOT A BUG | train | v3_high | {"conversation": [{"role": "customer", "text": "Please update the selected resource once my approval is recorded."}], "feedback": "satisfied", "final_answer": "Completed successfully.", "instructions": "Complete the customer's requested operation only after permission is approved. Report the actual tool result.", "perm... | {"decision":{"instructions":"Apply this local, explicitly stated workflow policy to the supplied facts. Each action is an independent yes/no judgment; respect the workflow action cardinality. Missing approval is not approval. Customer consent must match the pending proposal ID and latest customer message ID as well as ... | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"workflow-controls-v1:agent_trace_observability:42:43:v2:NOT A BUG","original_soft_targets_preserved":true,"original_source_group":"openjev_v2:workflow-controls-v1/agent_trace_observability"} |
v2-semantic_tradeoff-9b7a1d836ab92ba7525e3da3 | train | deadline_priority | Case train-f697295b1c112ad9. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
SERVICE-X clause 1: For timely withdrawals, issue a money refund within 18 calendar days AFTER warehouse receipt; the receipt day is day zero... | {"decision":{"criteria":{"A":"fraud_review","B":"wait","C":"store_credit","D":"deny","E":"refund_now"},"instructions":"Which action is required today?","type":"choice"}} | {"decision":{"probabilities":{"A":1.0,"B":0.0,"C":0.0,"D":0.0,"E":0.0}}} | v2 | v2:semantic_tradeoff:deadline_priority | {"family":"deadline_priority","oracle":{"chargeback":true,"credit":true,"elapsed":12,"identity":false,"kind":"refund_priority","pending":true,"window":18,"withdraw":false}} |
v2-v2-replay-workflow-controls-v1:security_incidents:42:219:v2:BLOCK DESTINATION | train | v3_high | {"alert": {"activity": "endpoint_observation", "asset_id": "Case-0c05c36acffbb92a", "day": 370, "id": "Case-0c05c36acffbb92a:alert"}, "asset": {"environment": "production", "id": "Case-0c05c36acffbb92a", "owner": "owner-Case-0c05c36acffbb92a", "redundancy": "single", "role": "domain_controller"}, "events": [{"asset_id"... | {"decision":{"instructions":"Apply this local, explicitly stated workflow policy to the supplied facts. Each action is an independent yes/no judgment; respect the workflow action cardinality. Missing approval is not approval. Customer consent must match the pending proposal ID and latest customer message ID as well as ... | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"workflow-controls-v1:security_incidents:42:219:v2:BLOCK DESTINATION","original_soft_targets_preserved":true,"original_source_group":"openjev_v2:workflow-controls-v1/security_incidents"} |
v2-semantic_tradeoff-2fa9bb64201e4fd5ae93f411 | train | deadline_priority | Case train-4753798eb111bc8f. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
SERVICE-X clause 3: Without fraud-review conditions: if inspection is pending and the refund deadline is today or past, refund now and review... | {"decision":{"criteria":{"A":"store_credit","B":"wait","C":"deny","D":"refund_now","E":"fraud_review"},"instructions":"Which action is required today?","type":"choice"}} | {"decision":{"probabilities":{"A":0.0,"B":0.0,"C":0.0,"D":0.0,"E":1.0}}} | v2 | v2:semantic_tradeoff:deadline_priority | {"family":"deadline_priority","oracle":{"chargeback":false,"credit":true,"elapsed":14,"identity":true,"kind":"refund_priority","pending":false,"window":10,"withdraw":true}} |
v2-compound_numeric-cd6ad2d2e6904928f9cee8d9 | train | compound_1 | Service request train-81661cfed2a7. Callback verification completed 2020-12-20. Release is permitted only after 11 business days, at 16:00 on the last counted day or later. Exclude the verification date. Business days are Monday–Friday except these closures: 2020-12-25, 2021-01-04, 2021-01-07. Current local time: 2021-... | {"decision":{"instructions":"Must the request remain on hold because the waiting period has not elapsed?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:compound_numeric:compound_1 | {"family":"compound_1","oracle":{"current":"2021-01-06T16:00:00","days":11,"holidays":["2020-12-25","2021-01-04","2021-01-07"],"hour":16,"kind":"business_wait","negative":true,"start":"2020-12-20"}} |
v2-compound_numeric-5588238c42f0e44e4bb060e4 | train | compound_3 | Billing case train-f931c6a76eb1. Monthly budget $8509. Trigger at the end of the FIRST day when cumulative net cost is at least 70% of budget. Net cost is usage minus credits; tax is excluded. A credit is applied on its listed day. Do not subtract future credits early.
Day 01: usage $562.89; credit $0.00; tax $45.03 (i... | {"decision":{"criteria":{"A":"day 14","B":"not reached","C":"day 11","D":"day 15","E":"day 12","F":"day 13"},"instructions":"On which day does the budget alert first trigger?","type":"choice"}} | {"decision":{"probabilities":{"A":0.0,"B":0.0,"C":0.0,"D":0.0,"E":0.0,"F":1.0}}} | v2 | v2:compound_numeric:compound_3 | {"family":"compound_3","oracle":{"budget_dollars":8509,"credit_cents":37520,"credit_index":7,"kind":"ledger_threshold","pct":70,"usage_cents":[56289,50999,58062,32302,66430,29780,59391,49420,50939,34608,62698,45980,62264,66048,52534,48452,51931,64279,42328,45256,43907,31388,34398,26201,54442,43025,58113,36162,26371,305... |
v2-v2-replay-v3_a902afcefe043c54_c | train | v3_soft | A fulfillment node flags 340 units damaged in transit; additionally reports stock at 8% of safety level. Context: SKU 88412, as part of a compliance sweep. Reported by the operator. | {"decision":{"criteria":{"dual_source":"dual_source","issue_warning":"issue_warning","maintain":"maintain","renegotiate":"renegotiate"},"instructions":"Supplier response for this scenario.","type":"choice"}} | {"decision":{"probabilities":{"dual_source":0.32,"issue_warning":0.5,"maintain":0.01,"renegotiate":0.17}}} | v2 | v2:v3_replay:soft | {"family":"v3_soft","original_id":"v3_a902afcefe043c54_c","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:inventory_supply"} |
v2-long_operations-dac111b16497db73cf98bd28 | train | approval_controls | Case train-73b56862274d9645. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-056: Requests above EUR 36938 require a finance signature. For accounts awaiting verification, suspend the action for 46 business day... | {"decision":{"instructions":"Must the payment be released under the stated controls?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:long_operations:approval_controls | {"family":"approval_controls","oracle":{"amount":55012,"kind":"payment_controls","limit1":60000,"limit2":60000,"receiver":true,"same":false,"stored":true,"wait":3}} |
v2-response_verification-7f709eb532305415e8578aa7 | train | judge_0 | Review case train-c883580dc675bea9. Evaluate the candidate response; every stated requirement matters.
REQUEST: A tank starts with 311 liters, loses 9 liters/hour for 6 hours, then receives 40 liters. Show the chronological calculation and final volume in liters.
CANDIDATE RESPONSE: Loss is 9 × 6 = 54 L. Remaining afte... | {"decision":{"instructions":"Does the candidate response correctly satisfy every explicit requirement?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:response_verification:judge_0 | {"family":"judge_0","oracle":{"added":40,"hours":6,"kind":"judge_arithmetic","rate":9,"reported":296,"start":311}} |
v2-compound_numeric-a4f6c4791f21875af2d9ee32 | train | compound_1 | Service request train-13cad9ad67fe. Callback verification completed 2021-01-06. Release is permitted only after 8 business days, at 16:00 on the last counted day or later. Exclude the verification date. Business days are Monday–Friday except these closures: 2021-01-13, 2021-01-19, 2021-01-20. Current local time: 2021-0... | {"decision":{"instructions":"Must the request remain on hold because the waiting period has not elapsed?","type":"noul"}} | {"decision":{"probabilities":{"false":0.0,"true":1.0}}} | v2 | v2:compound_numeric:compound_1 | {"family":"compound_1","oracle":{"current":"2021-01-20T15:59:00","days":8,"holidays":["2021-01-13","2021-01-19","2021-01-20"],"hour":16,"kind":"business_wait","negative":true,"start":"2021-01-06"}} |
v2-long_operations-376b53535aadc324b71e25e3 | train | org_identity | Case train-a8fdb0f913bf9aca. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-038: A return received within 74 days may be refunded up to EUR 29274, unless resale inspection is required. The department head can ... | {"decision":{"criteria":{"A":"billing","B":"security","C":"engineering","D":"help_article","E":"oncall"},"instructions":"Which single action must the support agent take now?","type":"choice"}} | {"decision":{"probabilities":{"A":0.0,"B":0.0,"C":0.0,"D":1.0,"E":0.0}}} | v2 | v2:long_operations:org_identity | {"family":"org_identity","oracle":{"defect":false,"kind":"org_routing","outage":false,"refund":false,"same_org":true}} |
v2-v2-replay-v3_72ca8239d3a874d9_s | train | v3_high | A telehealth consult has shortness of breath at rest; additionally shows sudden facial droop and slurred speech. Context: with a recent surgery, during the holiday freeze. Reported by the operator. | {"decision":{"criteria":["0","1","2","3","4","5"],"instructions":"Rate deterioration risk for this scenario on a 0-5 scale.","type":"score"}} | {"decision":{"probabilities":{"0":0.0,"1":0.0,"2":0.0,"3":0.0,"4":0.05,"5":0.95}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"v3_72ca8239d3a874d9_s","original_soft_targets_preserved":true,"original_source_group":"yuri_v3:clinical_triage"} |
v2-compound_numeric-32f34f4d8fed6873014ca447 | train | compound_5 | Loan case train-5a8602560a00. Interest period starts 2023-11-08 inclusive and ends 2024-01-06 exclusive. Opening principal $13242. Annual interest rate 2.34% until the reset; 2.87% from 2023-12-28 inclusive. A $8061 prepayment is received on 2023-11-22, reducing principal from the START of that day. Daily simple intere... | {"decision":{"criteria":{"A":"28.89","B":"27.90","C":"26.89","D":"27.89","E":"27.88"},"instructions":"What is the interest due in dollars?","type":"choice"}} | {"decision":{"probabilities":{"A":0.0,"B":0.0,"C":0.0,"D":1.0,"E":0.0}}} | v2 | v2:compound_numeric:compound_5 | {"family":"compound_5","oracle":{"days":59,"kind":"piecewise_interest","payday":14,"payment":8061,"principal":13242,"r1":234,"r2":287,"reset":50}} |
v2-long_operations-1a54965b7872a40164f0e237 | train | stacked_exceptions | Case train-ad9f47b958c4a728. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
ARCHIVE-033: Regional records must be retained for 114 days; an access request needs a named approver. Fees above EUR 1060 need a second revi... | {"decision":{"instructions":"Can the instructor grant the entire requested extension without dean approval under these facts?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:long_operations:stacked_exceptions | {"family":"stacked_exceptions","oracle":{"auto":1,"cap":5,"expired":false,"individual":4,"kind":"stacked_allowances","recorded":false,"registered":true,"requested":8}} |
v2-compound_numeric-5a7343a8b16d044282a0501e | train | compound_4 | Roster case train-93a200b05878. Between every consecutive pair of shifts require at least 10 hours actual elapsed rest. Exactly 10 hours passes. Numeric UTC offsets in the roster are authoritative; do not compare wall clocks without converting offsets.
Shift 1: 2020-05-15T10:00:00-04:00 to 2020-05-15T16:00:00-04:00
Shi... | {"decision":{"criteria":{"A":"1","B":"0","C":"3","D":"2"},"instructions":"How many consecutive-shift rest intervals violate the minimum?","type":"choice"}} | {"decision":{"probabilities":{"A":0.0,"B":1.0,"C":0.0,"D":0.0}}} | v2 | v2:compound_numeric:compound_4 | {"family":"compound_4","oracle":{"kind":"roster","minimum":10,"shifts":[["2020-05-15T10:00:00-04:00","2020-05-15T16:00:00-04:00"],["2020-05-16T16:00:00+08:00","2020-05-17T01:00:00+08:00"],["2020-05-17T08:00:00+02:00","2020-05-17T18:00:00+02:00"],["2020-05-18T10:00:00+08:00","2020-05-18T19:00:00+08:00"]]}} |
v2-v2-replay-workflow-controls-v1:customer_service:42:205:v2:SAY | train | v3_high | {"account": {"cards": [{"id": "Case-cfd834971416ab91:card", "status": "active"}], "charges": [{"amount_cents": 2190, "id": "Case-cfd834971416ab91:charge", "status": "settled"}], "id": "Case-cfd834971416ab91", "refunds": [], "subscription": {"id": "Case-cfd834971416ab91:subscription", "status": "active"}}, "assistant_cl... | {"decision":{"instructions":"Apply this local, explicitly stated workflow policy to the supplied facts. Each action is an independent yes/no judgment; respect the workflow action cardinality. Missing approval is not approval. Customer consent must match the pending proposal ID and latest customer message ID as well as ... | {"decision":{"probabilities":{"false":0.0,"true":1.0}}} | v2 | v2:v3_replay:high | {"family":"v3_high","original_id":"workflow-controls-v1:customer_service:42:205:v2:SAY","original_soft_targets_preserved":true,"original_source_group":"openjev_v2:workflow-controls-v1/customer_service"} |
v2-semantic_tradeoff-5f18af811a8a7f844d3bac21 | train | stacked_exceptions | Case train-88bfb8bbfe85ce0d. Governing division: SERVICE-X. Only SERVICE-X rules apply to this file. Other divisions appear in the shared manual but never govern SERVICE-X files.
SERVICE-X clause 1: An instructor may grant up to 1 calendar days without dean approval.
SERVICE-X clause 2: A valid registered accommodation... | {"decision":{"instructions":"Can the instructor grant the entire requested extension without dean approval under these facts?","type":"noul"}} | {"decision":{"probabilities":{"false":1.0,"true":0.0}}} | v2 | v2:semantic_tradeoff:stacked_exceptions | {"family":"stacked_exceptions","oracle":{"auto":2,"cap":5,"expired":true,"individual":1,"kind":"stacked_allowances","recorded":true,"registered":false,"requested":4}} |
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JEV Hardmix
A combined release of the two latest AReno JEV hardmix curricula, with 45,000 records. Supports choice, noul, and ordered score decisions.
| Split | Records |
|---|---|
| train | 39,200 |
| validation | 3,400 |
| test | 2,400 |
The previous curriculum contributes 20,000 training and 1,000 validation records. The latest verified curriculum contributes 19,200 training, 2,400 validation, and 2,400 test records. Original split assignments are preserved. No identical normalized request occurs across splits; counterfactual pairs in the latest curriculum remain together. Soft target distributions are preserved, including 3,695 records with non-one-hot targets.
Usage
from datasets import load_dataset
import json
ds = load_dataset("AsystemAReno/JEV-Hardmix")
row = ds["train"][0]
questions = json.loads(row["questions"])
gold = json.loads(row["gold"])
Standard Parquet files are available under data/. Columns follow AReno's typed-decision format:
| Column | Description |
|---|---|
id |
Unique record ID |
state |
Model input context |
questions |
JSON-encoded typed questions |
gold |
JSON-encoded question-to-probabilities targets |
workflow |
Task family |
split |
Original split |
source_version |
Curriculum version |
source_group |
Original source family or counterfactual group, namespaced by version |
provenance |
JSON-encoded source and verification metadata; excluded from model input |
Train directly with areno train --algo jev --dataset-path data/train-00000-of-00001.parquet .... Use only the training file for optimization. See AReno and the JEV guide. A compatible model is available at AsystemAReno/Ling-3.0-tiny-JEV.
Construction and limitations
Tasks cover temporal and numerical reasoning, operational policy, contract inference, semantic prerequisites, routing, response verification, and replay with teacher distributions. The latest curriculum's 24,000 hard labels were independently recomputed from final serialized requests using arithmetic, calendars, SQL execution, code boundary tests, and format checks. This verification claim does not extend to every inherited replay label.
Task families were informed by aggregate public JevBench error patterns; benchmark task text and answers were not copied. This is benchmark-informed development data, not a blind benchmark. Validation shares synthetic templates with training, and replay validation may have been seen during preceding model training. The test split is from the latest synthetic curriculum only.
Sources and terms
- Original synthetic tasks from the AReno hardmix curricula.
- ContractNLI, Yuta Koreeda and Christopher Manning, Findings of EMNLP 2021. ContractNLI material is CC BY 4.0; its license is included under
attribution/. - Replay from SargeDev/jev-distill-corpus-v3, retaining source identifiers and target distributions. Upstream terms apply; no blanket relicensing of third-party material is asserted.
audit.json records source hashes, split counts, and duplicate checks. Original curriculum notes and audits are included under attribution/.
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