Datasets:
Modalities:
Text
Formats:
csv
Size:
< 1K
Tags:
synthetic-data
benchmark
multi-agent-systems
game-theory
course-of-action-generation
adversarial-planning
License:
task_id stringlengths 18 29 | split stringclasses 1
value | workload stringclasses 3
values | kind stringclasses 11
values | prompt stringlengths 31 163 | expected_answer stringlengths 1 10 | required_actions stringclasses 9
values | unavailable_actions stringclasses 1
value | cost_budget float64 4.5 4.5 |
|---|---|---|---|---|---|---|---|---|
train-data_analysis-000 | train | data_analysis | direct_literal | Return the literal answer R000. | R000 | null | null | 4.5 |
train-data_analysis-001 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 31, 25, 26, 28, 29, 29, 28. | 31 | execute_code | null | 4.5 |
train-data_analysis-002 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:3; green:18; green:6; other:17; green:25; green:10; other:19; other:25. | 59 | decompose|execute_code | null | 4.5 |
train-data_analysis-003 | train | data_analysis | direct_literal | Return the literal answer R003. | R003 | null | null | 4.5 |
train-data_analysis-004 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 11, 17, 5, 26, 34, 40, 34. | 40 | execute_code | null | 4.5 |
train-data_analysis-005 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:22; other:2; other:8; green:3; other:20; green:13; other:19; green:10. | 48 | decompose|execute_code | null | 4.5 |
train-data_analysis-006 | train | data_analysis | direct_literal | Return the literal answer R006. | R006 | null | null | 4.5 |
train-data_analysis-007 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 8, 7, 17, 40, 7, 36, 38. | 40 | execute_code | null | 4.5 |
train-data_analysis-008 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:21; other:22; other:11; green:13; green:3; green:16; green:11; other:14. | 43 | decompose|execute_code | null | 4.5 |
train-data_analysis-009 | train | data_analysis | direct_literal | Return the literal answer R009. | R009 | null | null | 4.5 |
train-data_analysis-010 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 28, 16, 22, 35, 9, 13, 11. | 35 | execute_code | null | 4.5 |
train-data_analysis-011 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:23; green:21; other:6; other:22; other:7; green:21; green:14; green:24. | 103 | decompose|execute_code | null | 4.5 |
train-data_analysis-012 | train | data_analysis | direct_literal | Return the literal answer R012. | R012 | null | null | 4.5 |
train-data_analysis-013 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 36, 13, 17, 8, 31, 4, 24. | 36 | execute_code | null | 4.5 |
train-data_analysis-014 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:16; other:13; other:13; other:7; green:11; green:11; green:7; green:20. | 65 | decompose|execute_code | null | 4.5 |
train-data_analysis-015 | train | data_analysis | direct_literal | Return the literal answer R015. | R015 | null | null | 4.5 |
train-data_analysis-016 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 3, 24, 36, 12, 14, 11, 13. | 36 | execute_code | null | 4.5 |
train-data_analysis-017 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:19; green:5; other:22; green:5; other:7; other:18; other:20; green:21. | 50 | decompose|execute_code | null | 4.5 |
train-data_analysis-018 | train | data_analysis | direct_literal | Return the literal answer R018. | R018 | null | null | 4.5 |
train-data_analysis-019 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 26, 40, 22, 37, 39, 14, 37. | 40 | execute_code | null | 4.5 |
train-data_analysis-020 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:16; other:22; other:22; other:25; other:2; green:7; other:23; other:13. | 7 | decompose|execute_code | null | 4.5 |
train-data_analysis-021 | train | data_analysis | direct_literal | Return the literal answer R021. | R021 | null | null | 4.5 |
train-data_analysis-022 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 20, 21, 29, 17, 6, 13, 20. | 29 | execute_code | null | 4.5 |
train-data_analysis-023 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:24; other:10; other:14; other:6; green:6; other:12; other:21; green:20. | 26 | decompose|execute_code | null | 4.5 |
train-data_analysis-024 | train | data_analysis | direct_literal | Return the literal answer R024. | R024 | null | null | 4.5 |
train-data_analysis-025 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 5, 18, 23, 22, 9, 38, 34. | 38 | execute_code | null | 4.5 |
train-data_analysis-026 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:17; green:12; green:6; other:12; green:24; green:4; green:20; other:9. | 83 | decompose|execute_code | null | 4.5 |
train-data_analysis-027 | train | data_analysis | direct_literal | Return the literal answer R027. | R027 | null | null | 4.5 |
train-data_analysis-028 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 22, 26, 11, 8, 33, 18, 14. | 33 | execute_code | null | 4.5 |
train-data_analysis-029 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:19; green:6; other:13; other:2; other:5; green:3; other:10; other:18. | 9 | decompose|execute_code | null | 4.5 |
train-data_analysis-030 | train | data_analysis | direct_literal | Return the literal answer R030. | R030 | null | null | 4.5 |
train-data_analysis-031 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 12, 20, 36, 5, 11, 6, 20. | 36 | execute_code | null | 4.5 |
train-data_analysis-032 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:12; green:7; green:2; green:7; green:24; other:20; other:4; other:7. | 40 | decompose|execute_code | null | 4.5 |
train-data_analysis-033 | train | data_analysis | direct_literal | Return the literal answer R033. | R033 | null | null | 4.5 |
train-data_analysis-034 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 34, 8, 12, 40, 11, 37, 12. | 40 | execute_code | null | 4.5 |
train-data_analysis-035 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:21; green:18; green:10; green:20; green:7; green:5; green:19; other:15. | 79 | decompose|execute_code | null | 4.5 |
train-data_analysis-036 | train | data_analysis | direct_literal | Return the literal answer R036. | R036 | null | null | 4.5 |
train-data_analysis-037 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 31, 30, 11, 3, 23, 16, 21. | 31 | execute_code | null | 4.5 |
train-data_analysis-038 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:13; other:5; green:4; green:3; green:24; green:8; other:12; green:15. | 67 | decompose|execute_code | null | 4.5 |
train-data_analysis-039 | train | data_analysis | direct_literal | Return the literal answer R039. | R039 | null | null | 4.5 |
train-data_analysis-040 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 39, 26, 31, 6, 15, 37, 10. | 39 | execute_code | null | 4.5 |
train-data_analysis-041 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:2; green:15; green:19; green:22; other:2; other:19; other:18; other:12. | 58 | decompose|execute_code | null | 4.5 |
train-data_analysis-042 | train | data_analysis | direct_literal | Return the literal answer R042. | R042 | null | null | 4.5 |
train-data_analysis-043 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 29, 7, 29, 4, 6, 4, 28. | 29 | execute_code | null | 4.5 |
train-data_analysis-044 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:18; green:7; other:11; green:15; other:25; other:19; green:12; other:7. | 52 | decompose|execute_code | null | 4.5 |
train-data_analysis-045 | train | data_analysis | direct_literal | Return the literal answer R045. | R045 | null | null | 4.5 |
train-data_analysis-046 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 16, 25, 31, 40, 4, 28, 20. | 40 | execute_code | null | 4.5 |
train-data_analysis-047 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:16; other:20; green:5; other:3; green:11; green:4; green:16; other:3. | 36 | decompose|execute_code | null | 4.5 |
train-data_analysis-048 | train | data_analysis | direct_literal | Return the literal answer R048. | R048 | null | null | 4.5 |
train-data_analysis-049 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 21, 40, 31, 35, 23, 13, 12. | 40 | execute_code | null | 4.5 |
train-data_analysis-050 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:8; green:18; green:11; green:2; other:22; green:3; green:16; green:13. | 71 | decompose|execute_code | null | 4.5 |
train-data_analysis-051 | train | data_analysis | direct_literal | Return the literal answer R051. | R051 | null | null | 4.5 |
train-data_analysis-052 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 3, 13, 12, 10, 9, 34, 29. | 34 | execute_code | null | 4.5 |
train-data_analysis-053 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from green:11; other:23; other:16; other:16; green:16; green:11; green:18; green:24. | 80 | decompose|execute_code | null | 4.5 |
train-data_analysis-054 | train | data_analysis | direct_literal | Return the literal answer R054. | R054 | null | null | 4.5 |
train-data_analysis-055 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 28, 34, 19, 20, 34, 13, 31. | 34 | execute_code | null | 4.5 |
train-data_analysis-056 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:23; green:22; other:19; green:9; other:24; green:23; green:17; other:12. | 71 | decompose|execute_code | null | 4.5 |
train-data_analysis-057 | train | data_analysis | direct_literal | Return the literal answer R057. | R057 | null | null | 4.5 |
train-data_analysis-058 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 5, 33, 18, 7, 23, 18, 18. | 33 | execute_code | null | 4.5 |
train-data_analysis-059 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:15; other:14; other:20; other:19; other:21; other:14; green:23; other:6. | 23 | decompose|execute_code | null | 4.5 |
train-data_analysis-060 | train | data_analysis | direct_literal | Return the literal answer R060. | R060 | null | null | 4.5 |
train-data_analysis-061 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 15, 12, 21, 32, 27, 15, 40. | 40 | execute_code | null | 4.5 |
train-data_analysis-062 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:24; other:15; other:15; green:20; other:23; green:16; other:5; other:21. | 36 | decompose|execute_code | null | 4.5 |
train-data_analysis-063 | train | data_analysis | direct_literal | Return the literal answer R063. | R063 | null | null | 4.5 |
train-data_analysis-064 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 9, 23, 3, 6, 33, 12, 21. | 33 | execute_code | null | 4.5 |
train-data_analysis-065 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:24; green:11; other:5; other:13; other:3; other:25; other:12; other:25. | 11 | decompose|execute_code | null | 4.5 |
train-data_analysis-066 | train | data_analysis | direct_literal | Return the literal answer R066. | R066 | null | null | 4.5 |
train-data_analysis-067 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 12, 31, 11, 30, 29, 13, 39. | 39 | execute_code | null | 4.5 |
train-data_analysis-068 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:2; other:18; other:16; green:8; other:16; green:6; green:19; green:19. | 52 | decompose|execute_code | null | 4.5 |
train-data_analysis-069 | train | data_analysis | direct_literal | Return the literal answer R069. | R069 | null | null | 4.5 |
train-data_analysis-070 | train | data_analysis | aggregate | Calculate the maximum of these measurements: 17, 31, 12, 28, 21, 21, 34. | 34 | execute_code | null | 4.5 |
train-data_analysis-071 | train | data_analysis | filtered_sum | Decompose the subgroup: first identify green records, then calculate their sum from other:6; green:5; green:18; green:8; green:14; green:4; other:20; green:24. | 73 | decompose|execute_code | null | 4.5 |
train-research-000 | train | research | direct_literal | Return the literal answer R000. | R000 | null | null | 4.5 |
train-research-001 | train | research | research_fact | Look up the archive and report the code for project Orion-01. | CODE-101 | use_tool | null | 4.5 |
train-research-002 | train | research | research_multihop | Decompose and trace the two-step evidence chain in the archive: which city hosts the lab led by Lead-02? | Oslo | decompose|use_tool | null | 4.5 |
train-research-003 | train | research | research_conflict | Retrieve conflicting archive records and verify the newest status for Program-03. | active | use_tool|verify | null | 4.5 |
train-research-004 | train | research | research_outage | The retrieval tool is unavailable; delegate to the archive specialist for Atlas-04's code. | SP-304 | delegate | use_tool | 4.5 |
train-research-005 | train | research | direct_literal | Return the literal answer R005. | R005 | null | null | 4.5 |
train-research-006 | train | research | research_fact | Look up the archive and report the code for project Orion-06. | CODE-106 | use_tool | null | 4.5 |
train-research-007 | train | research | research_multihop | Decompose and trace the two-step evidence chain in the archive: which city hosts the lab led by Lead-07? | Lima | decompose|use_tool | null | 4.5 |
train-research-008 | train | research | research_conflict | Retrieve conflicting archive records and verify the newest status for Program-08. | completed | use_tool|verify | null | 4.5 |
train-research-009 | train | research | research_outage | The retrieval tool is unavailable; delegate to the archive specialist for Atlas-09's code. | SP-309 | delegate | use_tool | 4.5 |
train-research-010 | train | research | direct_literal | Return the literal answer R010. | R010 | null | null | 4.5 |
train-research-011 | train | research | research_fact | Look up the archive and report the code for project Orion-11. | CODE-111 | use_tool | null | 4.5 |
train-research-012 | train | research | research_multihop | Decompose and trace the two-step evidence chain in the archive: which city hosts the lab led by Lead-12? | Montreal | decompose|use_tool | null | 4.5 |
train-research-013 | train | research | research_conflict | Retrieve conflicting archive records and verify the newest status for Program-13. | active | use_tool|verify | null | 4.5 |
train-research-014 | train | research | research_outage | The retrieval tool is unavailable; delegate to the archive specialist for Atlas-14's code. | SP-314 | delegate | use_tool | 4.5 |
train-research-015 | train | research | direct_literal | Return the literal answer R015. | R015 | null | null | 4.5 |
train-research-016 | train | research | research_fact | Look up the archive and report the code for project Orion-16. | CODE-116 | use_tool | null | 4.5 |
train-research-017 | train | research | research_multihop | Decompose and trace the two-step evidence chain in the archive: which city hosts the lab led by Lead-17? | Nairobi | decompose|use_tool | null | 4.5 |
train-research-018 | train | research | research_conflict | Retrieve conflicting archive records and verify the newest status for Program-18. | completed | use_tool|verify | null | 4.5 |
train-research-019 | train | research | research_outage | The retrieval tool is unavailable; delegate to the archive specialist for Atlas-19's code. | SP-319 | delegate | use_tool | 4.5 |
train-research-020 | train | research | direct_literal | Return the literal answer R020. | R020 | null | null | 4.5 |
train-research-021 | train | research | research_fact | Look up the archive and report the code for project Orion-21. | CODE-121 | use_tool | null | 4.5 |
train-research-022 | train | research | research_multihop | Decompose and trace the two-step evidence chain in the archive: which city hosts the lab led by Lead-22? | Oslo | decompose|use_tool | null | 4.5 |
train-research-023 | train | research | research_conflict | Retrieve conflicting archive records and verify the newest status for Program-23. | active | use_tool|verify | null | 4.5 |
train-research-024 | train | research | research_outage | The retrieval tool is unavailable; delegate to the archive specialist for Atlas-24's code. | SP-324 | delegate | use_tool | 4.5 |
train-research-025 | train | research | direct_literal | Return the literal answer R025. | R025 | null | null | 4.5 |
train-research-026 | train | research | research_fact | Look up the archive and report the code for project Orion-26. | CODE-126 | use_tool | null | 4.5 |
train-research-027 | train | research | research_multihop | Decompose and trace the two-step evidence chain in the archive: which city hosts the lab led by Lead-27? | Lima | decompose|use_tool | null | 4.5 |
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Research COAGeneration Dataset
This dataset contains synthetic benchmark outputs from the Research COAGeneration repository. It can include the COA track, the meta-routing track, or both, depending on which folders were uploaded.
Contents
data/coa/dai2026/main/- DAI 2026 COA benchmark outputsdata/coa/aaai2027/main/- AAAI 2027 COA benchmark outputsdata/meta-routing/dai2026/- DAI 2026 meta-routing benchmark outputsdata/meta-routing/aaai2027/- AAAI 2027 executable, challenge, ablation, and sensitivity outputs
COA result folders contain per-scenario rows, summary tables, response-budget curves, council traces, terrain summaries, rubric validation where available, and run metadata. Meta-routing folders contain task splits, traces, comparisons, summaries, ablations, sensitivity tables, and generated figures where available.
Important Use Notice
This dataset is for academic research only. COA scenarios, assets, policies, and strategies are synthetic and do not represent real military doctrine, operations, or advice. Meta-routing tasks and traces are synthetic/offline benchmark artifacts and do not claim production or live-LLM behavior unless explicitly stated in the source paper or repository.
License
MIT. See the source repository license for details.
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