Paper Citation Record · LEDGER

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis

As of 22 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2607.24539.

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

pith.paper-citation-record.v1
2607.24539 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T12:15:49.280666Z

measured 7 of 7 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

7 of 7 outbound references displayed

verified exact0
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff6c35f4-bea5-45f8-a0ed-2a8bbc9a6a0a · outbound

This paper cites Large language models for power system security: A novel multi-modal approach for anomaly detection in energy management systems,.

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis Large language models for power system security: A novel multi-modal approach for anomaly detection in energy management systems,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T12:15:48.753787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b7808e-cec9-446b-a3c0-a78349a38d01 · outbound

This paper cites A large language model for advanced power dispatch,.

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis A large language model for advanced power dispatch,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T12:15:48.815256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5be934f-ac91-4369-aa87-a82a4018f750 · outbound

This paper cites Evaluation of large language models for numeric anomaly detection in power systems,.

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis Evaluation of large language models for numeric anomaly detection in power systems,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T12:15:48.926831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0c58941-20fe-4484-8693-ce4d37202d70 · outbound

This paper cites Multi-modal fusion fault diagnosis for high-voltage transformers based on STFT-ResBIGRUNet,.

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis Multi-modal fusion fault diagnosis for high-voltage transformers based on STFT-ResBIGRUNet,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T12:15:49.012326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42f6be85-a2bc-421f-8a57-a5a3b53ad40f · outbound

This paper cites Language models don’t always say what they think: Unfaithful explanations in chain-of- thought prompting,.

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis Language models don’t always say what they think: Unfaithful explanations in chain-of- thought prompting,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T12:15:49.136708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf676aa-473b-4cbf-8ac8-0e20ae092771 · outbound

This paper cites Quantifying and mitigating unimodal biases in multimodal large language models: A causal per- spective,.

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis Quantifying and mitigating unimodal biases in multimodal large language models: A causal per- spective,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T12:15:49.190269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c8e3e67-8b5c-4ef4-ae10-4925143e1151 · outbound

This paper cites Ollama model library,.

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis Ollama model library,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T12:15:49.280666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.