domain_path string | expected_answer string | expected_cell_id string | license string | metadata dict | query string | record_id string | replacement_for string | source_type string | stale_cell_id string | tags list | task string | valid_from timestamp[s] | valid_until timestamp[s] | supersedes string | expected_cell_ids list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 1
} | The 2023 medical screening guideline cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-002 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"replace_cell_without_global_retrain",
"medicine",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2022 is stale | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 2
} | Detect whether technology.embedding.2022 should be marked stale before routing a embedding router answer. | aml-v03-003 | technology.embedding.2022 | synthetic | technology.embedding.2022 | [
"detect_stale_cell",
"technology",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 3
} | After another domain is replaced, preserve the active energy.grid grid battery planning cell. | aml-v03-004 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"energy",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 5
} | Answer a tax filing routing question and include provenance for the selected cell. | aml-v03-006 | null | synthetic | null | [
"audit_answer_provenance",
"finance",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 9
} | Route a 2024 question about privacy compliance rule for legal.privacy. | aml-v03-010 | null | synthetic | null | [
"route_query_to_cell",
"legal",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | legal.privacy.2023 | null |
medicine.guideline | medicine.guideline.2023 is stale | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 11
} | Detect whether medicine.guideline.2023 should be marked stale before routing a medical screening guideline answer. | aml-v03-012 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"detect_stale_cell",
"medicine",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 13
} | Resolve a conflict between energy.grid.2023 and energy.grid.2024 for grid battery planning; prefer the trusted current cell. | aml-v03-014 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"resolve_old_new_conflict",
"energy",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 14
} | Answer a privacy compliance rule routing question and include provenance for the selected cell. | aml-v03-015 | null | synthetic | null | [
"audit_answer_provenance",
"legal",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 17
} | Replay apoptosis for technology.embedding.2023: retire the stale cell and route future embedding router queries to the active replacement. | aml-v03-018 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"lifecycle",
"apoptosis_event",
"technology",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | technology.embedding.2023 | [
"technology.embedding.2024"
] |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 18
} | Route a 2024 question about grid battery planning for energy.grid. | aml-v03-019 | null | synthetic | null | [
"route_query_to_cell",
"energy",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | energy.grid.2023 | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 19
} | The 2023 privacy compliance rule cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-020 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"replace_cell_without_global_retrain",
"legal",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 21
} | After another domain is replaced, preserve the active medicine.guideline medical screening guideline cell. | aml-v03-022 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"medicine",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 22
} | Resolve a conflict between technology.embedding.2022 and technology.embedding.2024 for embedding router; prefer the trusted current cell. | aml-v03-023 | technology.embedding.2022 | synthetic | technology.embedding.2022 | [
"resolve_old_new_conflict",
"technology",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 23
} | Answer a grid battery planning routing question and include provenance for the selected cell. | aml-v03-024 | null | synthetic | null | [
"audit_answer_provenance",
"energy",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 26
} | Replay apoptosis for medicine.guideline.2022: retire the stale cell and route future medical screening guideline queries to the active replacement. | aml-v03-027 | medicine.guideline.2022 | synthetic | medicine.guideline.2022 | [
"lifecycle",
"apoptosis_event",
"medicine",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | medicine.guideline.2023 | [
"medicine.guideline.2024"
] |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 27
} | Route a 2024 question about embedding router for technology.embedding. | aml-v03-028 | null | synthetic | null | [
"route_query_to_cell",
"technology",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | technology.embedding.2023 | null |
legal.privacy | legal.privacy.2023 is stale | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 29
} | Detect whether legal.privacy.2023 should be marked stale before routing a privacy compliance rule answer. | aml-v03-030 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"detect_stale_cell",
"legal",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 31
} | Resolve a conflict between medicine.guideline.2023 and medicine.guideline.2024 for medical screening guideline; prefer the trusted current cell. | aml-v03-032 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"resolve_old_new_conflict",
"medicine",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 35
} | Replay apoptosis for finance.tax.2023: retire the stale cell and route future tax filing queries to the active replacement. | aml-v03-036 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"lifecycle",
"apoptosis_event",
"finance",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | finance.tax.2023 | [
"finance.tax.2024"
] |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 37
} | The 2023 embedding router cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-038 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"replace_cell_without_global_retrain",
"technology",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2022 is stale | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 38
} | Detect whether energy.grid.2022 should be marked stale before routing a grid battery planning answer. | aml-v03-039 | energy.grid.2022 | synthetic | energy.grid.2022 | [
"detect_stale_cell",
"energy",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 39
} | After another domain is replaced, preserve the active legal.privacy privacy compliance rule cell. | aml-v03-040 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"legal",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 41
} | Answer a medical screening guideline routing question and include provenance for the selected cell. | aml-v03-042 | null | synthetic | null | [
"audit_answer_provenance",
"medicine",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 45
} | Route a 2024 question about tax filing for finance.tax. | aml-v03-046 | null | synthetic | null | [
"route_query_to_cell",
"finance",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | finance.tax.2023 | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 46
} | The 2022 medical screening guideline cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-047 | medicine.guideline.2022 | synthetic | medicine.guideline.2022 | [
"replace_cell_without_global_retrain",
"medicine",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2023 is stale | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 47
} | Detect whether technology.embedding.2023 should be marked stale before routing a embedding router answer. | aml-v03-048 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"detect_stale_cell",
"technology",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 49
} | Resolve a conflict between legal.privacy.2023 and legal.privacy.2024 for privacy compliance rule; prefer the trusted current cell. | aml-v03-050 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"resolve_old_new_conflict",
"legal",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 53
} | Replay apoptosis for energy.grid.2023: retire the stale cell and route future grid battery planning queries to the active replacement. | aml-v03-054 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"lifecycle",
"apoptosis_event",
"energy",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | energy.grid.2023 | [
"energy.grid.2024"
] |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 54
} | Route a 2024 question about privacy compliance rule for legal.privacy. | aml-v03-055 | null | synthetic | null | [
"route_query_to_cell",
"legal",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | legal.privacy.2023 | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 55
} | The 2023 tax filing cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-056 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"replace_cell_without_global_retrain",
"finance",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 57
} | After another domain is replaced, preserve the active technology.embedding embedding router cell. | aml-v03-058 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"technology",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 58
} | Resolve a conflict between energy.grid.2022 and energy.grid.2024 for grid battery planning; prefer the trusted current cell. | aml-v03-059 | energy.grid.2022 | synthetic | energy.grid.2022 | [
"resolve_old_new_conflict",
"energy",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 59
} | Answer a privacy compliance rule routing question and include provenance for the selected cell. | aml-v03-060 | null | synthetic | null | [
"audit_answer_provenance",
"legal",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 62
} | Replay apoptosis for technology.embedding.2022: retire the stale cell and route future embedding router queries to the active replacement. | aml-v03-063 | technology.embedding.2022 | synthetic | technology.embedding.2022 | [
"lifecycle",
"apoptosis_event",
"technology",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | technology.embedding.2023 | [
"technology.embedding.2024"
] |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 63
} | Route a 2024 question about grid battery planning for energy.grid. | aml-v03-064 | null | synthetic | null | [
"route_query_to_cell",
"energy",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | energy.grid.2023 | null |
finance.tax | finance.tax.2023 is stale | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 65
} | Detect whether finance.tax.2023 should be marked stale before routing a tax filing answer. | aml-v03-066 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"detect_stale_cell",
"finance",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 66
} | After another domain is replaced, preserve the active medicine.guideline medical screening guideline cell. | aml-v03-067 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"medicine",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 67
} | Resolve a conflict between technology.embedding.2023 and technology.embedding.2024 for embedding router; prefer the trusted current cell. | aml-v03-068 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"resolve_old_new_conflict",
"technology",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 71
} | Replay apoptosis for medicine.guideline.2023: retire the stale cell and route future medical screening guideline queries to the active replacement. | aml-v03-072 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"lifecycle",
"apoptosis_event",
"medicine",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | medicine.guideline.2023 | [
"medicine.guideline.2024"
] |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 73
} | The 2023 grid battery planning cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-074 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"replace_cell_without_global_retrain",
"energy",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2022 is stale | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 74
} | Detect whether legal.privacy.2022 should be marked stale before routing a privacy compliance rule answer. | aml-v03-075 | legal.privacy.2022 | synthetic | legal.privacy.2022 | [
"detect_stale_cell",
"legal",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 75
} | After another domain is replaced, preserve the active finance.tax tax filing cell. | aml-v03-076 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"finance",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 77
} | Answer a embedding router routing question and include provenance for the selected cell. | aml-v03-078 | null | synthetic | null | [
"audit_answer_provenance",
"technology",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 81
} | Route a 2024 question about medical screening guideline for medicine.guideline. | aml-v03-082 | null | synthetic | null | [
"route_query_to_cell",
"medicine",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | medicine.guideline.2023 | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 82
} | The 2022 embedding router cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-083 | technology.embedding.2022 | synthetic | technology.embedding.2022 | [
"replace_cell_without_global_retrain",
"technology",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2023 is stale | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 83
} | Detect whether energy.grid.2023 should be marked stale before routing a grid battery planning answer. | aml-v03-084 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"detect_stale_cell",
"energy",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 85
} | Resolve a conflict between finance.tax.2023 and finance.tax.2024 for tax filing; prefer the trusted current cell. | aml-v03-086 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"resolve_old_new_conflict",
"finance",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 86
} | Answer a medical screening guideline routing question and include provenance for the selected cell. | aml-v03-087 | null | synthetic | null | [
"audit_answer_provenance",
"medicine",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 89
} | Replay apoptosis for legal.privacy.2023: retire the stale cell and route future privacy compliance rule queries to the active replacement. | aml-v03-090 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"lifecycle",
"apoptosis_event",
"legal",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | legal.privacy.2023 | [
"legal.privacy.2024"
] |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 91
} | The 2023 medical screening guideline cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-092 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"replace_cell_without_global_retrain",
"medicine",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 93
} | After another domain is replaced, preserve the active energy.grid grid battery planning cell. | aml-v03-094 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"energy",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 94
} | Resolve a conflict between legal.privacy.2022 and legal.privacy.2024 for privacy compliance rule; prefer the trusted current cell. | aml-v03-095 | legal.privacy.2022 | synthetic | legal.privacy.2022 | [
"resolve_old_new_conflict",
"legal",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 95
} | Answer a tax filing routing question and include provenance for the selected cell. | aml-v03-096 | null | synthetic | null | [
"audit_answer_provenance",
"finance",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 98
} | Replay apoptosis for energy.grid.2022: retire the stale cell and route future grid battery planning queries to the active replacement. | aml-v03-099 | energy.grid.2022 | synthetic | energy.grid.2022 | [
"lifecycle",
"apoptosis_event",
"energy",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | energy.grid.2023 | [
"energy.grid.2024"
] |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 99
} | Route a 2024 question about privacy compliance rule for legal.privacy. | aml-v03-100 | null | synthetic | null | [
"route_query_to_cell",
"legal",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | legal.privacy.2023 | null |
medicine.guideline | medicine.guideline.2023 is stale | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 101
} | Detect whether medicine.guideline.2023 should be marked stale before routing a medical screening guideline answer. | aml-v03-102 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"detect_stale_cell",
"medicine",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 102
} | After another domain is replaced, preserve the active technology.embedding embedding router cell. | aml-v03-103 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"technology",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 103
} | Resolve a conflict between energy.grid.2023 and energy.grid.2024 for grid battery planning; prefer the trusted current cell. | aml-v03-104 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"resolve_old_new_conflict",
"energy",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 107
} | Replay apoptosis for technology.embedding.2023: retire the stale cell and route future embedding router queries to the active replacement. | aml-v03-108 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"lifecycle",
"apoptosis_event",
"technology",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | technology.embedding.2023 | [
"technology.embedding.2024"
] |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 109
} | The 2023 privacy compliance rule cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-110 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"replace_cell_without_global_retrain",
"legal",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 111
} | After another domain is replaced, preserve the active medicine.guideline medical screening guideline cell. | aml-v03-112 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"medicine",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 113
} | Answer a grid battery planning routing question and include provenance for the selected cell. | aml-v03-114 | null | synthetic | null | [
"audit_answer_provenance",
"energy",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 117
} | Route a 2024 question about embedding router for technology.embedding. | aml-v03-118 | null | synthetic | null | [
"route_query_to_cell",
"technology",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | technology.embedding.2023 | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 118
} | The 2022 grid battery planning cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-119 | energy.grid.2022 | synthetic | energy.grid.2022 | [
"replace_cell_without_global_retrain",
"energy",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2023 is stale | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 119
} | Detect whether legal.privacy.2023 should be marked stale before routing a privacy compliance rule answer. | aml-v03-120 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"detect_stale_cell",
"legal",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 121
} | Resolve a conflict between medicine.guideline.2023 and medicine.guideline.2024 for medical screening guideline; prefer the trusted current cell. | aml-v03-122 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"resolve_old_new_conflict",
"medicine",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 122
} | Answer a embedding router routing question and include provenance for the selected cell. | aml-v03-123 | null | synthetic | null | [
"audit_answer_provenance",
"technology",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 125
} | Replay apoptosis for finance.tax.2023: retire the stale cell and route future tax filing queries to the active replacement. | aml-v03-126 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"lifecycle",
"apoptosis_event",
"finance",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | finance.tax.2023 | [
"finance.tax.2024"
] |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 126
} | Route a 2024 question about medical screening guideline for medicine.guideline. | aml-v03-127 | null | synthetic | null | [
"route_query_to_cell",
"medicine",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | medicine.guideline.2023 | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 127
} | The 2023 embedding router cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-128 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"replace_cell_without_global_retrain",
"technology",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 129
} | After another domain is replaced, preserve the active legal.privacy privacy compliance rule cell. | aml-v03-130 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"legal",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 131
} | Answer a medical screening guideline routing question and include provenance for the selected cell. | aml-v03-132 | null | synthetic | null | [
"audit_answer_provenance",
"medicine",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 134
} | Replay apoptosis for legal.privacy.2022: retire the stale cell and route future privacy compliance rule queries to the active replacement. | aml-v03-135 | legal.privacy.2022 | synthetic | legal.privacy.2022 | [
"lifecycle",
"apoptosis_event",
"legal",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | legal.privacy.2023 | [
"legal.privacy.2024"
] |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 135
} | Route a 2024 question about tax filing for finance.tax. | aml-v03-136 | null | synthetic | null | [
"route_query_to_cell",
"finance",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | finance.tax.2023 | null |
technology.embedding | technology.embedding.2023 is stale | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 137
} | Detect whether technology.embedding.2023 should be marked stale before routing a embedding router answer. | aml-v03-138 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"detect_stale_cell",
"technology",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 138
} | After another domain is replaced, preserve the active energy.grid grid battery planning cell. | aml-v03-139 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"energy",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 139
} | Resolve a conflict between legal.privacy.2023 and legal.privacy.2024 for privacy compliance rule; prefer the trusted current cell. | aml-v03-140 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"resolve_old_new_conflict",
"legal",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 143
} | Replay apoptosis for energy.grid.2023: retire the stale cell and route future grid battery planning queries to the active replacement. | aml-v03-144 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"lifecycle",
"apoptosis_event",
"energy",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | energy.grid.2023 | [
"energy.grid.2024"
] |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 145
} | The 2023 tax filing cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-146 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"replace_cell_without_global_retrain",
"finance",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2022 is stale | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 146
} | Detect whether medicine.guideline.2022 should be marked stale before routing a medical screening guideline answer. | aml-v03-147 | medicine.guideline.2022 | synthetic | medicine.guideline.2022 | [
"detect_stale_cell",
"medicine",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 147
} | After another domain is replaced, preserve the active technology.embedding embedding router cell. | aml-v03-148 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"technology",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 149
} | Answer a privacy compliance rule routing question and include provenance for the selected cell. | aml-v03-150 | null | synthetic | null | [
"audit_answer_provenance",
"legal",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 153
} | Route a 2024 question about grid battery planning for energy.grid. | aml-v03-154 | null | synthetic | null | [
"route_query_to_cell",
"energy",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | energy.grid.2023 | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 154
} | The 2022 privacy compliance rule cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-155 | legal.privacy.2022 | synthetic | legal.privacy.2022 | [
"replace_cell_without_global_retrain",
"legal",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2023 is stale | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 155
} | Detect whether finance.tax.2023 should be marked stale before routing a tax filing answer. | aml-v03-156 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"detect_stale_cell",
"finance",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 157
} | Resolve a conflict between technology.embedding.2023 and technology.embedding.2024 for embedding router; prefer the trusted current cell. | aml-v03-158 | technology.embedding.2023 | synthetic | technology.embedding.2023 | [
"resolve_old_new_conflict",
"technology",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 158
} | Answer a grid battery planning routing question and include provenance for the selected cell. | aml-v03-159 | null | synthetic | null | [
"audit_answer_provenance",
"energy",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 161
} | Replay apoptosis for medicine.guideline.2023: retire the stale cell and route future medical screening guideline queries to the active replacement. | aml-v03-162 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"lifecycle",
"apoptosis_event",
"medicine",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | medicine.guideline.2023 | [
"medicine.guideline.2024"
] |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 162
} | Route a 2024 question about embedding router for technology.embedding. | aml-v03-163 | null | synthetic | null | [
"route_query_to_cell",
"technology",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | technology.embedding.2023 | null |
energy.grid | energy.grid.2024 | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 163
} | The 2023 grid battery planning cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-164 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"replace_cell_without_global_retrain",
"energy",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 165
} | After another domain is replaced, preserve the active finance.tax tax filing cell. | aml-v03-166 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"finance",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 166
} | Resolve a conflict between medicine.guideline.2022 and medicine.guideline.2024 for medical screening guideline; prefer the trusted current cell. | aml-v03-167 | medicine.guideline.2022 | synthetic | medicine.guideline.2022 | [
"resolve_old_new_conflict",
"medicine",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2024 | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 167
} | Answer a embedding router routing question and include provenance for the selected cell. | aml-v03-168 | null | synthetic | null | [
"audit_answer_provenance",
"technology",
"v0.3"
] | audit_answer_provenance | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 171
} | Route a 2024 question about medical screening guideline for medicine.guideline. | aml-v03-172 | null | synthetic | null | [
"route_query_to_cell",
"medicine",
"v0.3"
] | route_query_to_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | medicine.guideline.2023 | null |
energy.grid | energy.grid.2023 is stale | energy.grid.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 173
} | Detect whether energy.grid.2023 should be marked stale before routing a grid battery planning answer. | aml-v03-174 | energy.grid.2023 | synthetic | energy.grid.2023 | [
"detect_stale_cell",
"energy",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 174
} | After another domain is replaced, preserve the active legal.privacy privacy compliance rule cell. | aml-v03-175 | null | synthetic | null | [
"preserve_unrelated_knowledge",
"legal",
"v0.3"
] | preserve_unrelated_knowledge | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
finance.tax | finance.tax.2024 | finance.tax.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 175
} | Resolve a conflict between finance.tax.2023 and finance.tax.2024 for tax filing; prefer the trusted current cell. | aml-v03-176 | finance.tax.2023 | synthetic | finance.tax.2023 | [
"resolve_old_new_conflict",
"finance",
"v0.3"
] | resolve_old_new_conflict | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
legal.privacy | legal.privacy.2024 | legal.privacy.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 179
} | Replay apoptosis for legal.privacy.2023: retire the stale cell and route future privacy compliance rule queries to the active replacement. | aml-v03-180 | legal.privacy.2023 | synthetic | legal.privacy.2023 | [
"lifecycle",
"apoptosis_event",
"legal",
"v0.3"
] | apoptosis_event_replay | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | legal.privacy.2023 | [
"legal.privacy.2024"
] |
medicine.guideline | medicine.guideline.2024 | medicine.guideline.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 181
} | The 2023 medical screening guideline cell is outdated. Select the replacement cell without retraining unrelated domains. | aml-v03-182 | medicine.guideline.2023 | synthetic | medicine.guideline.2023 | [
"replace_cell_without_global_retrain",
"medicine",
"v0.3"
] | replace_cell_without_global_retrain | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
technology.embedding | technology.embedding.2022 is stale | technology.embedding.2024 | private-synthetic | {
"benchmark_version": "v0.3",
"generator": "aml_benchmark.generate_dataset",
"source": "deterministic synthetic generator",
"variant": 182
} | Detect whether technology.embedding.2022 should be marked stale before routing a embedding router answer. | aml-v03-183 | technology.embedding.2022 | synthetic | technology.embedding.2022 | [
"detect_stale_cell",
"technology",
"v0.3"
] | detect_stale_cell | 2024-01-01T00:00:00 | 2024-12-31T00:00:00 | null | null |
End of preview. Expand in Data Studio
AML Routing Benchmark v0 — Free Eval Kit
Free small synthetic modular-routing benchmark (~300 records across train/eval/hard + source-backed subset).
Released on the Hub as a marketing / eval kit. Optional paid packaging may exist elsewhere; this Hub copy is free under the same no-redistrib license.
What’s inside
data/v0.4/train.jsonl(131)data/v0.4/eval.jsonl(37)data/v0.4/hard.jsonl(72)data/v0.5/source_backed_60.jsonl(60)
License
Custom commercial AI training license (LICENSE):
- Train / fine-tune / eval / commercial models: YES
- Dataset redistrib / resale / re-host: NO
- South Carolina, USA
Related
- Lead sample: CP Agent Failure & Recovery v0.3.1 (Free Sample)
- Sibling free: Context Primitive Code-Agent Pack v0 · Vigil Governance Traces v0 · OriginsLynk RealWork v1 (Sample)
Limitations
- Synthetic / templated queries; no full human-label audit.
- Small scale — use as a seed eval kit, not a large SFT corpus.
- For agent failure/recovery training signal, prefer the CP pack.
Citation
AML Routing Benchmark v0, Primitive Origins LLC.
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