Datasets:
Languages:
English
Size:
1K<n<10K
ArXiv:
Tags:
temporal-reasoning
knowledge-graph
question-answering
benchmark
retrieval-augmented-generation
DOI:
License:
| # Validation sample manifest | |
| - Drawn from the **test split** of `outputs/benchmark/benchmark_labelled.jsonl` | |
| - Seed **20260810**, strata {'1hop': 50, '2hop': 50, '3plus': 20}, **120 items** | |
| - **Excludes all 500 questions annotated in the 500-question IAA pilot** — zero overlap asserted at generation. This matters because one of the two raters worked that pilot; an item they have already labelled cannot yield an independent second judgment. | |
| - Strata rebalanced 50/50/20 (was 40/40/40): the pilot had consumed 100 of the only 143 3-hop test questions, leaving 43 unseen. Drawing 40 would have exhausted the stratum for any future round. | |
| - Both raters receive the **same** items in the **same** order; label | |
| independently and blind. **Neither rater is an author.** | |
| - ⚠️ Disclose in the paper: one rater participated in the pilot's collaborative calibration round, so agreement partly reflects shared calibration rather than guideline clarity alone. | |
| | complexity | operator | n | | |
| |---|---|---| | |
| | 1hop | before_after | 13 | | |
| | 1hop | interval | 13 | | |
| | 1hop | point_in_time | 12 | | |
| | 1hop | sequence | 12 | | |
| | 2hop | before_after | 13 | | |
| | 2hop | interval | 13 | | |
| | 2hop | point_in_time | 12 | | |
| | 2hop | sequence | 12 | | |
| | 3plus | before_after | 6 | | |
| | 3plus | interval | 2 | | |
| | 3plus | point_in_time | 6 | | |
| | 3plus | sequence | 6 | | |
| Regenerate with `python code/sample_validation_120.py` — deterministic. | |