Paper Citation Record · LEDGER

Linearity of Relation Decoding in Transformer Language Models

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2308.09124.

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

pith.paper-citation-record.v1
2308.09124 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:50:51.155049Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2f66244f-e0aa-4763-84c8-8810b9079ce0 · inbound

The Linear Representation Hypothesis and the Geometry of Large Language Models cites this paper.

The Linear Representation Hypothesis and the Geometry of Large Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:43:29.613574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e90d9dbb-9ded-4569-ba36-f6909256c062 · inbound

Functional Abstraction of Knowledge Recall in Large Language Models cites this paper.

Functional Abstraction of Knowledge Recall in Large Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:50:51.155049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94dea74b-14a4-40c9-afac-85f8fc4436a3 · inbound

Linear Relational Decoding of Morphology in Language Models cites this paper.

Linear Relational Decoding of Morphology in Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:10.780217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a42767cc-3ece-4c5f-a425-1d5801878294 · inbound

How Do Language Models Compose Functions? cites this paper.

How Do Language Models Compose Functions? Linearity of Relation Decoding in Transformer Language Models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T11:06:17.638870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0ebd33dd-f991-477e-bd30-2a45f44b0a1a · inbound

How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models cites this paper.

How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:11:23.894202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c52d7fcc-c5cd-4818-9db7-575c554e6ac0 · inbound

Logit Distance Bounds Representational Similarity cites this paper.

Logit Distance Bounds Representational Similarity Linearity of Relation Decoding in Transformer Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T22:57:36.138275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1935def0-d11b-4f5c-8a33-228208403b18 · inbound

LLM Safety From Within: Detecting Harmful Content with Internal Representations cites this paper.

LLM Safety From Within: Detecting Harmful Content with Internal Representations Linearity of Relation Decoding in Transformer Language Models

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T12:20:23.037529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 33c6ddcc-4209-4bcd-8d3d-96b2138ecbe4 · inbound

Cell-Based Representation of Relational Binding in Language Models cites this paper.

Cell-Based Representation of Relational Binding in Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:06:04.781746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e519672a-e3f1-4835-9055-6539e5e00000 · inbound

Bucketing the Good Apples: A Method for Diagnosing and Improving Causal Abstraction cites this paper.

Bucketing the Good Apples: A Method for Diagnosing and Improving Causal Abstraction Linearity of Relation Decoding in Transformer Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:00:36.253112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 31e493f0-e371-4973-936b-6ae8b67d552a · inbound

Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes cites this paper.

Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes Linearity of Relation Decoding in Transformer Language Models

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:10.209563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6aef7b8e-8eac-41f4-b42f-3f962affdc35 · inbound

Architecture, Not Scale: Circuit Localization in Large Language Models cites this paper.

Architecture, Not Scale: Circuit Localization in Large Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T02:21:16.720753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 07845eba-1ad1-4570-81e8-903c5e1bae94 · inbound

Towards Effective Theory of LLMs: A Representation Learning Approach cites this paper.

Towards Effective Theory of LLMs: A Representation Learning Approach Linearity of Relation Decoding in Transformer Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:38.482698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca3ccd92-b156-4c73-a527-c8f903466200 · inbound

Exploitation Without Deception: Dark Triad Feature Steering Reveals Separable Antisocial Circuits in Language Models cites this paper.

Exploitation Without Deception: Dark Triad Feature Steering Reveals Separable Antisocial Circuits in Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T02:56:19.034636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4bb0966f-e36a-4158-a288-e744ba91c20f · inbound

GKnow: Measuring the Entanglement of Gender Bias and Factual Gender cites this paper.

GKnow: Measuring the Entanglement of Gender Bias and Factual Gender Linearity of Relation Decoding in Transformer Language Models

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:52:16.687185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6efcc670-4512-4eab-af35-1f12925a27e5 · inbound

Uncovering the Representation Geometry of Minimal Cores in Overcomplete Reasoning Traces cites this paper.

Uncovering the Representation Geometry of Minimal Cores in Overcomplete Reasoning Traces Linearity of Relation Decoding in Transformer Language Models

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:05:03.816734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ac0fe71-7551-4a97-bcee-d2cf63df434f · inbound

Measuring Alignment-Induced Activation Shifts Correctly: A Template-Controlled Difference-in-Differences Protocol cites this paper.

Measuring Alignment-Induced Activation Shifts Correctly: A Template-Controlled Difference-in-Differences Protocol Linearity of Relation Decoding in Transformer Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-30T14:14:45.910554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9327630-a19f-419c-8e5d-8fb87e380720 · inbound

GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving cites this paper.

GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving Linearity of Relation Decoding in Transformer Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.555410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fddc8403-9c05-46c8-8f30-c671ab1bca4f · inbound

Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization cites this paper.

Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization Linearity of Relation Decoding in Transformer Language Models

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:36:26.259484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b40d17bc-b784-48ed-a4cc-d51f85f6b39e · inbound

Necessary, Decodable and Reversible, Yet Not Transferable: A Stress Test for Attention-Head Role Claims cites this paper.

Necessary, Decodable and Reversible, Yet Not Transferable: A Stress Test for Attention-Head Role Claims Linearity of Relation Decoding in Transformer Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:47:27.717907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6082fea9-01a3-4c15-a416-311cc9d07067 · inbound

PRISM: Recovering Instruction Sets from Language Model Activations cites this paper.

PRISM: Recovering Instruction Sets from Language Model Activations Linearity of Relation Decoding in Transformer Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-27T17:01:08.020325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 957aca77-ced4-4c8a-9345-64bf64517618 · inbound

From Texts to Scores: Tracing the Emergence of Essay Quality Representations in Large Language Models cites this paper.

From Texts to Scores: Tracing the Emergence of Essay Quality Representations in Large Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:59:34.239336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d69f3625-6a20-42b7-bde3-271b2e7cd932 · inbound

Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process cites this paper.

Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process Linearity of Relation Decoding in Transformer Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:19:38.844020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 98229136-bd53-41bf-be09-c47341cc41fe · inbound

Perfect Detection, Failed Control: The Geometry of Knowing vs. Steering in Language Models cites this paper.

Perfect Detection, Failed Control: The Geometry of Knowing vs. Steering in Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:49:57.476338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 097d4d0d-4446-4a0c-8b3c-6fdd8c9b356d · inbound

Distributed Sparse Interventions in Language Models cites this paper.

Distributed Sparse Interventions in Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-09T19:46:28.766570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab1a5f40-88ae-4926-903e-7a8ed99d19a2 · inbound

Verbalizable Representations Form a Global Workspace in Language Models cites this paper.

Verbalizable Representations Form a Global Workspace in Language Models Linearity of Relation Decoding in Transformer Language Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T23:15:24.524953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23b8fb71-ea6e-4bdd-aecb-3cd741c157c7 · inbound

Reality Monitoring in Large Language Models: Self-Knowledge That Transforms with Conversation Memory cites this paper.

Reality Monitoring in Large Language Models: Self-Knowledge That Transforms with Conversation Memory Linearity of Relation Decoding in Transformer Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T23:35:42.932013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 565d09d1-b1b8-45f3-a750-66ce8987c78a · inbound

DMDIntel: Interpreting Large Language Models via Dynamic Mode Decomposition cites this paper.

DMDIntel: Interpreting Large Language Models via Dynamic Mode Decomposition Linearity of Relation Decoding in Transformer Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:55.018656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.