Paper Citation Record · LEDGER

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge

As of 21 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.09230.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.09230 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:12:58.548393Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact2
verified fuzzy8
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f2c265bf-a4ac-43eb-bf91-f28d12414c9b · outbound

This paper cites iSafetyBench: A video-language benchmark for safety in industrial environment.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge iSafetyBench: A video-language benchmark for safety in industrial environment

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-11T21:12:58.734460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c0fe4c8-7a20-4f40-b2e8-2d9638218c5c · outbound

This paper cites Accessed 2026-07-29.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge Accessed 2026-07-29

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.875613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 862c4a0d-80af-403c-8d00-d3733674c1e7 · outbound

This paper cites IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T21:12:58.498461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ad11215-d68d-4f68-887b-330c6b5a2e15 · outbound

This paper cites InEG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings, 536–546.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge InEG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings, 536–546

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.790678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f895980f-4d0a-4714-8e98-e3f3715cca55 · outbound

This paper cites Multimodal Benchmark for Safety Assessment in Industrial Inspection Scenarios.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge Multimodal Benchmark for Safety Assessment in Industrial Inspection Scenarios

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T21:12:58.671917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac0e1d36-afc4-4fd4-aa16-de2910a1327f · outbound

This paper cites Kimi Technical Blog.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge Kimi Technical Blog

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.770725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 20fdd5ef-70c6-4700-b3e1-96f0b4b610a7 · outbound

This paper cites YOLOv3: An Incremental Improvement.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge YOLOv3: An Incremental Improvement

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T21:12:58.534754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fab4b23-b9e4-49b0-a21a-d03e1421251d · outbound

This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T21:12:58.541402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 643e46c7-13e4-4d2a-bea2-a1d0c20f02f0 · outbound

This paper cites SteelBench: Evaluating Vision-Language Models in Real-World Industrial Environments.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge SteelBench: Evaluating Vision-Language Models in Real-World Industrial Environments

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T21:12:58.602649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a208310-c476-4f4e-8aba-424dc2cd2b19 · outbound

This paper cites InEuropean Confer- ence on Computer Vision, 740–755.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge InEuropean Confer- ence on Computer Vision, 740–755

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.811424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 96732fee-9057-4ff2-926b-9d6f17cf488f · outbound

This paper cites Google DeepMind.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge Google DeepMind

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.854924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bbec9f94-3e42-46ff-b13c-6164a5dfc40a · outbound

This paper cites InProceedings of the 2023 Conference on Empirical Methods in Natural Lan- guage Processing: Industry Track, 509–521.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge InProceedings of the 2023 Conference on Empirical Methods in Natural Lan- guage Processing: Industry Track, 509–521

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.835141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 93784855-1f0a-42da-ba1f-98ec65c29eba · outbound

This paper cites CentersforDiseaseControlandPrevention.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge CentersforDiseaseControlandPrevention

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.752518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e45ecee0-2b8e-47fd-a02e-f3abca69bd01 · outbound

This paper cites Ahmadi,E.;Muley,S.;andWang,C.2025.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge Ahmadi,E.;Muley,S.;andWang,C.2025

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:12:58.895824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f57c009a-30a8-40cf-bc41-9906f8fb800e · outbound

This paper cites InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks.

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-11T21:12:58.480615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.