Paper Citation Record · LEDGER

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.20476.

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

pith.paper-citation-record.v1
2607.20476 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:14:51.253269Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 038fc250-5a5b-4c28-b068-d93bd22c1a37 · outbound

This paper cites TLVs and BEIs: Threshold Limit Values for Chemical Substances and Physical Agents.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment TLVs and BEIs: Threshold Limit Values for Chemical Substances and Physical Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:49.900675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b583cfb-e766-403d-825c-3a4d49847ea5 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:49.953140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 683d7d27-0a58-4e61-988d-a4a971d86fc7 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.045042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f49e2470-1c7b-4f1a-b54e-242f5abda3d9 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.109540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 499d64ff-c6b9-4ba1-800c-5f76b9d90bb4 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Training Verifiers to Solve Math Word Problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.186286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c544ee-2325-464b-8898-5499394f93fa · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.300148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 440fc7ed-b402-4d94-8de0-fe481b07e941 · outbound

This paper cites SensorBench: Establishing the first systematic benchmark for LLM sensor processing capabilities.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment SensorBench: Establishing the first systematic benchmark for LLM sensor processing capabilities

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.394336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b153188d-1951-47ef-b133-48af35bcbc07 · outbound

This paper cites Immediately dangerous to life or health concentrations (IDLH).

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Immediately dangerous to life or health concentrations (IDLH)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.444613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc9e5bec-715b-4cc3-bcf8-88e616220955 · outbound

This paper cites Air contaminants.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Air contaminants

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.516665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa155cb-f0ff-4115-ba41-8ac8f3b3f939 · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.624052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f5c605-6b3a-405a-a54c-2b006b98941e · outbound

This paper cites WHO Global Air Quality Guidelines.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment WHO Global Air Quality Guidelines

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.738113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc88eda-1346-4597-b0ab-f481e917b550 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.832006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c7d812e-b617-42c0-806f-1c92ba744863 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:50.900790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99314deb-92e7-431b-b7f0-a3d716053d9f · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:51.010819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83542397-ec13-4bbd-b458-bffc8a9ff225 · outbound

This paper cites Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:51.099296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69a72ace-a158-44c9-b90c-cc216f6537f6 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Language Models on Multi-Sensor Physical Hazard Assessment Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T13:14:51.253269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.