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English
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Tags:
temporal-reasoning
knowledge-graph
question-answering
benchmark
retrieval-augmented-generation
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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.