Paper Citation Record · LEDGER

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models

As of 12 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.11809.

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

pith.paper-citation-record.v1
2507.11809 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:05:14.627317Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

17 of 17 outbound references displayed

verified exact0
verified fuzzy11
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f3fbd278-f639-4578-a26a-6a21aba96fbb · outbound

This paper cites Mechanistic Interpretability for AI Safety -- A Review.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Mechanistic Interpretability for AI Safety -- A Review

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:14.090431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb8e5a2-81f8-45e9-afc2-00fd9944850d · outbound

This paper cites Pythia: A suite for analyzing large language models across training and scaling.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Pythia: A suite for analyzing large language models across training and scaling

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.833912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 67aa00b6-7715-4a8f-ac24-049f3d7a8d43 · outbound

This paper cites Measuring and Improving Consistency in Pretrained Language Models.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Measuring and Improving Consistency in Pretrained Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:14.245565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation addbdc50-c93c-4883-b06b-6cc820d8653f · outbound

This paper cites A mathematical framework for transformer circuits.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models A mathematical framework for transformer circuits

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.821480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7ab145e7-5a17-493a-a5dc-5c03181f8c9a · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.810005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 400f51b6-bdf2-41b7-8235-803583a299cb · outbound

This paper cites Understanding Neural Networks through Representation Erasure.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Understanding Neural Networks through Representation Erasure

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:14.561705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5772b7a8-e5ce-4084-b31e-5f9e3ccd0598 · outbound

This paper cites Copy Suppression: Comprehensively Understanding a Motif in Lan- guage Model Attention Heads.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Copy Suppression: Comprehensively Understanding a Motif in Lan- guage Model Attention Heads

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:14.585220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4722534d-dab1-4dfa-a48c-0263c753cd6c · outbound

This paper cites Locating and Editing Factual Associations in GPT.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Locating and Editing Factual Associations in GPT

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.798117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 775c8681-a88e-47e5-9edd-795a7aa08938 · outbound

This paper cites The singular value decompositions of transformer weight matrices are highly interpretable.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models The singular value decompositions of transformer weight matrices are highly interpretable

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.785975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fc9e28e4-f547-4005-ad88-31828d095ca8 · outbound

This paper cites TransformerLens.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models TransformerLens

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.775529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cbc7e139-5e5a-4419-a998-95fd4b497488 · outbound

This paper cites interpreting GPT: the logit lens.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models interpreting GPT: the logit lens

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.764958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b5dcf371-6414-4a09-8ef0-bbd05a0de569 · outbound

This paper cites In-context Learning and Induction Heads.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models In-context Learning and Induction Heads

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.754951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e517f2b9-6015-468a-a446-82fb13bf2571 · outbound

This paper cites Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:14.610947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8dfb776-a2da-43b0-bf45-3fa7389abbff · outbound

This paper cites Language Models are Unsupervised Multitask Learners.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Language Models are Unsupervised Multitask Learners

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.744738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b205a3b5-abaa-4a27-9eb4-799b7b9fe186 · outbound

This paper cites How Much Knowledge Can You Pack Into the Parameters of a Language Model?.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models How Much Knowledge Can You Pack Into the Parameters of a Language Model?

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.732860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48c2bced-cd53-4753-9938-34da7f3401cb · outbound

This paper cites Correctness is not Faithfulness in RAG Attributions.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Correctness is not Faithfulness in RAG Attributions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:14.623677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf2cf5b-e8db-4572-9aff-afa222abdd95 · outbound

This paper cites Characterizing Mechanisms for Factual Recall in Language Models.

Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models Characterizing Mechanisms for Factual Recall in Language Models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:05:14.721064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.