Paper Citation Record · LEDGER

Transformer Circuit Faithfulness Metrics are not Robust

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2407.08734.

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

pith.paper-citation-record.v1
2407.08734 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:36:01.289787Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T12:40:54.536538Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 780707b0-73cd-47a6-9f9a-1dd4ebaa3ea0 · inbound

EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification cites this paper.

EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification Transformer Circuit Faithfulness Metrics are not Robust

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T20:36:01.289787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab55f4a-fa4a-4e01-af1f-a820fefb7a0e · inbound

Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning cites this paper.

Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning Transformer Circuit Faithfulness Metrics are not Robust

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:40.270810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc8bb7b-8382-42e3-a407-844c9bdd9ba1 · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Transformer Circuit Faithfulness Metrics are not Robust

Reference 208

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:40:54.538304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation deef6b64-3877-496c-9d66-aa5118aa12c4 · inbound

Certified Circuits: Stability Guarantees for Mechanistic Circuits cites this paper.

Certified Circuits: Stability Guarantees for Mechanistic Circuits Transformer Circuit Faithfulness Metrics are not Robust

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T20:37:41.436752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.