Datasets:
Download audits/question_reference_audit.json from FaFa1116/PI-Research-Bench: direct link, hf CLI and curl.
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- Command line
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hf download hf://datasets/FaFa1116/PI-Research-Bench/audits/question_reference_audit.json
-
curl -L -o question_reference_audit.json https://huggingface.co/datasets/FaFa1116/PI-Research-Bench/resolve/main/audits/question_reference_audit.json
9.67 kB
| { | |
| "utc": "2026-10-21T05:11:22.492913+00:00", | |
| "scope": "question/reference audit independent of model answers; initial verified examples, not an exhaustive affected-case count", | |
| "input_sha256": "5944c73357362066a19d3697761df5be18069084f571a3362ab2321da19c2130", | |
| "examples": [ | |
| { | |
| "unit_id": "compare2-4f0507d5543cb2dc@assistant-2", | |
| "category": "原文数值比较", | |
| "payload": { | |
| "caption": "Measurement parameter for J200 LIBS instrument", | |
| "column_header_paths": [ | |
| [ | |
| "Laser wavelength (nm)" | |
| ], | |
| [ | |
| "266" | |
| ] | |
| ], | |
| "doi": "10.1007/s00216-024-05163-6", | |
| "footnotes": "", | |
| "left": { | |
| "cell_origins": [ | |
| [ | |
| 1, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser energy (mJ)", | |
| "3.2" | |
| ], | |
| "row_index": 1 | |
| }, | |
| "right": { | |
| "cell_origins": [ | |
| [ | |
| 2, | |
| 0 | |
| ], | |
| [ | |
| 2, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser spotsize (µm)", | |
| "100" | |
| ], | |
| "row_index": 2 | |
| }, | |
| "table": "Tab1" | |
| }, | |
| "reference": { | |
| "content": "{\"comparison_scope\": \"只比较原表可解析点值;保留表头与表注,不转成跨条件性能或因果结论\", \"comparisons\": [{\"column\": 1, \"header_path\": [\"266\"], \"left_raw\": \"3.2\", \"relation\": \"right_higher\", \"right_minus_left\": \"96.8\", \"right_raw\": \"100\"}], \"doi\": \"10.1007/s00216-024-05163-6\", \"left_label\": \"Laser energy (mJ)\", \"research_use\": \"有变化的列用于提出权衡或机制问题;数值高低不自动代表更好的PI或新的体系\", \"right_label\": \"Laser spotsize (µm)\", \"table\": \"Tab1\"}", | |
| "role": "assistant" | |
| }, | |
| "finding": "heterogeneous physical quantities and units appear in the same numerical column; mechanical arithmetic/reference matching must not be interpreted as a scientifically meaningful property comparison" | |
| }, | |
| { | |
| "unit_id": "compare2-6d2bb6919adb1b6a@assistant-2", | |
| "category": "原文数值比较", | |
| "payload": { | |
| "caption": "Measurement parameter for J200 LIBS instrument", | |
| "column_header_paths": [ | |
| [ | |
| "Laser wavelength (nm)" | |
| ], | |
| [ | |
| "266" | |
| ] | |
| ], | |
| "doi": "10.1007/s00216-024-05163-6", | |
| "footnotes": "", | |
| "left": { | |
| "cell_origins": [ | |
| [ | |
| 2, | |
| 0 | |
| ], | |
| [ | |
| 2, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser spotsize (µm)", | |
| "100" | |
| ], | |
| "row_index": 2 | |
| }, | |
| "right": { | |
| "cell_origins": [ | |
| [ | |
| 3, | |
| 0 | |
| ], | |
| [ | |
| 3, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser repetition rate (Hz)", | |
| "20" | |
| ], | |
| "row_index": 3 | |
| }, | |
| "table": "Tab1" | |
| }, | |
| "reference": { | |
| "content": "{\"comparison_scope\": \"只比较原表可解析点值;保留表头与表注,不转成跨条件性能或因果结论\", \"comparisons\": [{\"column\": 1, \"header_path\": [\"266\"], \"left_raw\": \"100\", \"relation\": \"left_higher\", \"right_minus_left\": \"-80\", \"right_raw\": \"20\"}], \"doi\": \"10.1007/s00216-024-05163-6\", \"left_label\": \"Laser spotsize (µm)\", \"research_use\": \"有变化的列用于提出权衡或机制问题;数值高低不自动代表更好的PI或新的体系\", \"right_label\": \"Laser repetition rate (Hz)\", \"table\": \"Tab1\"}", | |
| "role": "assistant" | |
| }, | |
| "finding": "heterogeneous physical quantities and units appear in the same numerical column; mechanical arithmetic/reference matching must not be interpreted as a scientifically meaningful property comparison" | |
| }, | |
| { | |
| "unit_id": "order2-d1f22b1c18079733@assistant-2", | |
| "category": "原表排序与筛选边界", | |
| "payload": { | |
| "column": 1, | |
| "doi": "10.1007/s00216-024-05163-6", | |
| "footnotes": "", | |
| "header_path": [ | |
| "266" | |
| ], | |
| "rows": [ | |
| { | |
| "cell_origins": [ | |
| [ | |
| 1, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser energy (mJ)", | |
| "3.2" | |
| ], | |
| "row_index": 1 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 2, | |
| 0 | |
| ], | |
| [ | |
| 2, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser spotsize (µm)", | |
| "100" | |
| ], | |
| "row_index": 2 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 3, | |
| 0 | |
| ], | |
| [ | |
| 3, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser repetition rate (Hz)", | |
| "20" | |
| ], | |
| "row_index": 3 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 4, | |
| 0 | |
| ], | |
| [ | |
| 4, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Laser beam geometry", | |
| "Circular" | |
| ], | |
| "row_index": 4 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 5, | |
| 0 | |
| ], | |
| [ | |
| 5, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Stage scan speed (mm/s)", | |
| "2" | |
| ], | |
| "row_index": 5 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 6, | |
| 0 | |
| ], | |
| [ | |
| 6, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Atmosphere", | |
| "Argon" | |
| ], | |
| "row_index": 6 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 7, | |
| 0 | |
| ], | |
| [ | |
| 7, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Spectrometer", | |
| "Czerny-Turner" | |
| ], | |
| "row_index": 7 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 8, | |
| 0 | |
| ], | |
| [ | |
| 8, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Detector", | |
| "6-channel CCD" | |
| ], | |
| "row_index": 8 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 9, | |
| 0 | |
| ], | |
| [ | |
| 9, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Gate delay (µs)", | |
| "0.3" | |
| ], | |
| "row_index": 9 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 10, | |
| 0 | |
| ], | |
| [ | |
| 10, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Gate width (ms)", | |
| "1.05" | |
| ], | |
| "row_index": 10 | |
| }, | |
| { | |
| "cell_origins": [ | |
| [ | |
| 11, | |
| 0 | |
| ], | |
| [ | |
| 11, | |
| 1 | |
| ] | |
| ], | |
| "cells": [ | |
| "Covered wavelength range (nm)", | |
| "188–1048" | |
| ], | |
| "row_index": 11 | |
| } | |
| ], | |
| "table": "Tab1" | |
| }, | |
| "reference": { | |
| "content": "{\"ascending_rows\": [{\"raw_value\": \"0.3\", \"row_index\": 9, \"row_label_literal\": \"Gate delay (µs)\"}, {\"raw_value\": \"1.05\", \"row_index\": 10, \"row_label_literal\": \"Gate width (ms)\"}, {\"raw_value\": \"2\", \"row_index\": 5, \"row_label_literal\": \"Stage scan speed (mm/s)\"}, {\"raw_value\": \"3.2\", \"row_index\": 1, \"row_label_literal\": \"Laser energy (mJ)\"}, {\"raw_value\": \"20\", \"row_index\": 3, \"row_label_literal\": \"Laser repetition rate (Hz)\"}, {\"raw_value\": \"100\", \"row_index\": 2, \"row_label_literal\": \"Laser spotsize (µm)\"}], \"column\": 1, \"doi\": \"10.1007/s00216-024-05163-6\", \"header_path\": [\"266\"], \"scope\": \"仅对指定原列的可解析点值排序,不宣称目标适用性、显著性或全局最优\", \"table\": \"Tab1\"}", | |
| "role": "assistant" | |
| }, | |
| "finding": "heterogeneous physical quantities and units appear in the same numerical column; mechanical arithmetic/reference matching must not be interpreted as a scientifically meaningful property comparison" | |
| } | |
| ], | |
| "reporting_rule": "retain all frozen primary mechanical scores; flag these items in the benchmark audit. In scientific reading, a correct refusal of dimensionally meaningless comparison is not a scientific error merely because it differs from the mechanical reference. Report item-level analysis separately and label any later stratification as post-launch audit.", | |
| "inference_prompts_or_scoring_modified": false | |
| } | |