Paper Citation Record · LEDGER

Divergent large language model predictions from convergent representations in ambiguous word pairs

As of 12 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.01816.

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

pith.paper-citation-record.v1
2608.01816 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:22:23.041192Z

measured 22 of 22 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

22 of 22 outbound references displayed

verified exact2
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be32c556-5de2-482c-8150-3b46f7890b03 · outbound

This paper cites Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis.

Divergent large language model predictions from convergent representations in ambiguous word pairs Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-04T20:24:00.232011Z

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 dfcc8e1d-b420-4634-9152-80d4bbcd185a · outbound

This paper cites Foundation-size effects were evaluated separately for each model, ambiguity type, and degradation metric using Kruskal–Wallis tests.

Divergent large language model predictions from convergent representations in ambiguous word pairs Foundation-size effects were evaluated separately for each model, ambiguity type, and degradation metric using Kruskal–Wallis tests

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.041192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d885cb01-6c92-4790-81bd-0f86cb8c419a · outbound

This paper cites Gage, Philip.

Divergent large language model predictions from convergent representations in ambiguous word pairs Gage, Philip

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.977523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf8c84f-7c45-4ad5-aba7-d82e3c65f495 · outbound

This paper cites The Llama 3 Herd of Models.

Divergent large language model predictions from convergent representations in ambiguous word pairs The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.981050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35087696-cd5c-4744-8ae4-6c2f52f162ca · outbound

This paper cites How to use and interpret activation patching.

Divergent large language model predictions from convergent representations in ambiguous word pairs How to use and interpret activation patching

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.988204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7588c714-a9d7-4d43-b864-946aad9c4382 · outbound

This paper cites The Remarkable Robustness of LLMs: Stages of Inference?.

Divergent large language model predictions from convergent representations in ambiguous word pairs The Remarkable Robustness of LLMs: Stages of Inference?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.995870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 965ec1c1-751f-479f-8f5c-08bcf677d6f8 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2025, pages 19705–19724, Association for Computational Linguistics, Vienna, Austria.

Divergent large language model predictions from convergent representations in ambiguous word pairs InFindings of the Association for Computational Linguistics: ACL 2025, pages 19705–19724, Association for Computational Linguistics, Vienna, Austria

Reference 11

Resolution: verified exact; doi, observed 2026-08-04T20:24:00.411583Z

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 3b2d7405-8445-4ef8-9f6a-5d000c12b5b0 · outbound

This paper cites https://doi.org/10.1109/ACCESS.2023.3266377.

Divergent large language model predictions from convergent representations in ambiguous word pairs https://doi.org/10.1109/ACCESS.2023.3266377

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.003434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b268b2f-a959-483d-9b28-0ca9f800703a · outbound

This paper cites ArXiv:2510.06477.

Divergent large language model predictions from convergent representations in ambiguous word pairs ArXiv:2510.06477

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.007040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de35546-2619-41c5-b1dd-1ce3febda6fa · outbound

This paper cites InFindings of the Association for Computational Linguistics: EACL 2024, pages 868–874, Association for Computational Linguistics, St.

Divergent large language model predictions from convergent representations in ambiguous word pairs InFindings of the Association for Computational Linguistics: EACL 2024, pages 868–874, Association for Computational Linguistics, St

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.010328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed4c51d-3e37-465b-b2a0-db0a1747cc36 · outbound

This paper cites Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis.

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.013506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c78f88d9-d7b6-4b1d-8153-6867186725db · outbound

This paper cites Layer by Layer: Uncovering Hidden Representations in Language Models.

Divergent large language model predictions from convergent representations in ambiguous word pairs Layer by Layer: Uncovering Hidden Representations in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.021410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a28faa7-82fd-4768-9102-542f0fab0c76 · outbound

This paper cites Timkey, William and Marten van Schijndel.

Divergent large language model predictions from convergent representations in ambiguous word pairs Timkey, William and Marten van Schijndel

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.024960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45d9454-379d-4465-be47-630c564658e3 · outbound

This paper cites an unresolved cited work.

Divergent large language model predictions from convergent representations in ambiguous word pairs Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-04T20:24:00.045166Z

Source-reported events for the cited work

correction dated 2025-02-22. Source: crossref record 10.1007/s00521-025-11082-z->10.1007/s00521-024-10747-5:correction, observed 2026-07-11T03:06:50.813055+00:00. This notice travels one citation hop only.

Observation 01454ef8-1ee7-4c16-9b31-a660fff91f0b · outbound

This paper cites Qwen2.5 Technical Report.

Divergent large language model predictions from convergent representations in ambiguous word pairs Qwen2.5 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.036069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8265ea7-51cf-4e76-a359-1f0f2631431f · outbound

This paper cites an unresolved cited work.

Divergent large language model predictions from convergent representations in ambiguous word pairs Unresolved cited work

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.992092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a8e47c-85da-4527-9b61-54099f66a334 · outbound

This paper cites an unresolved cited work.

Divergent large language model predictions from convergent representations in ambiguous word pairs Unresolved cited work

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.973056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0285da40-5e7c-4ad3-8057-36ee2fd2ae64 · outbound

This paper cites All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality.

Divergent large language model predictions from convergent representations in ambiguous word pairs All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:23.028058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd25500b-6813-4ceb-956f-c42415f6a9e2 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

Divergent large language model predictions from convergent representations in ambiguous word pairs Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.965194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d7132ac-6122-432f-a692-24c381b833b1 · outbound

This paper cites In Proceedings of the 10th Italian Conference on Computational Linguistics (CLiC-it 2024), pages 148–156, CEUR Workshop Proceedings, Pisa, Italy.

Divergent large language model predictions from convergent representations in ambiguous word pairs In Proceedings of the 10th Italian Conference on Computational Linguistics (CLiC-it 2024), pages 148–156, CEUR Workshop Proceedings, Pisa, Italy

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.969287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a345a9c4-1a68-41dc-be72-06dc6eba0b35 · outbound

This paper cites Transformer Circuits.https: //transformer-circuits.pub/2025/attribution-graphs/methods.html.

Divergent large language model predictions from convergent representations in ambiguous word pairs Transformer Circuits.https: //transformer-circuits.pub/2025/attribution-graphs/methods.html

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.960329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b55387d-0662-4b74-aca5-25a4b7157cd5 · outbound

This paper cites Transformer Circuits Thread.

Divergent large language model predictions from convergent representations in ambiguous word pairs Transformer Circuits Thread

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T20:22:22.984730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.