Paper Citation Record · LEDGER

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs

As of 18 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2505.09338.

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

pith.paper-citation-record.v1
2505.09338 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:38:44.973899Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:14:59.323455Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T23:15:01.161961Z

Reference resolution

35 of 35 outbound references displayed

verified exact2
verified fuzzy2
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2f8e1b6-eb2d-477e-b881-a2cda832227d · outbound

This paper cites online" 'onlinestring :=.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:43.515419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9830782-f29a-4989-b207-c1b4ec9edfb9 · outbound

This paper cites write newline.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:43.638382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcc755e0-39a0-4a47-8b31-3d041dc16d70 · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:43.680871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c571ab-4644-431d-bfba-2812f5d1f6de · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:47.157459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef63b140-ae74-4547-af94-0c159b10a0be · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:47.083163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 44c8d973-fc5c-4d9f-9415-67666bf9934a · outbound

This paper cites Brennan and Herbert H.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Brennan and Herbert H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:38:46.949246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 63b0f86e-abad-407a-8c27-c0c4a1481088 · outbound

This paper cites Language Models are Few-Shot Learners.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Language Models are Few-Shot Learners

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:43.728545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c11cfe-bbb3-4636-aa33-bd4f558ea6bc · outbound

This paper cites Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:43.735635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f4d5ac-3e7a-4aab-aac5-dba48e1953fb · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:43.757250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4102f9-3450-42db-b3c9-7b3deec14fae · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:43.809476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26c2241-51d2-442e-a007-c80668d90081 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.776153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68d6df9a-423d-456b-91f6-d581004d26cc · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.717003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 028155a0-2ca3-4ac2-a63a-afb1f12e1f87 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-15T21:38:45.544895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65db613f-3de2-4860-ad7e-2388c611e771 · outbound

This paper cites Memorization in In-Context Learning.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Memorization in In-Context Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.017809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c54abec-0639-464a-a2ad-ce3062cbff67 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.604818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 70f86962-9749-4a82-908f-940f0bcb1ec6 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.033642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc7be5a-0148-46b9-a93e-9619140336fe · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.041040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93ac099c-04b7-4eff-b1eb-d792d677f347 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.550777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9539d6f4-ad80-4e1b-8469-136cf02f6e18 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.475530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7851eecb-59f7-41d7-b672-654033a4f82f · outbound

This paper cites The Hydra Effect: Emergent Self-repair in Language Model Computations.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs The Hydra Effect: Emergent Self-repair in Language Model Computations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.103693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a1a484-ecc6-42cd-b389-24f408fafd22 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.233768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7360df35-b173-4e4d-9f87-5cd6c86abfc8 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.368961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c7d6d3c-3d09-412a-aed4-1ec5e713160a · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.280817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd4076e8-7df1-40f1-bb51-159302b781dc · outbound

This paper cites Davis, Robin A.A.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Davis, Robin A.A

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.310883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea88ea4-5881-476c-9533-b3d907a781ba · outbound

This paper cites Florencia Assaneo.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Florencia Assaneo

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.344407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91101559-f388-4c5b-841e-d6a66e616068 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.228620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e3034093-dfff-48a5-ade4-1c4f300ffed2 · outbound

This paper cites Chi, Nathanael Sch \"a rli, and Denny Zhou.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Chi, Nathanael Sch \"a rli, and Denny Zhou

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:38:46.131790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68530aad-ab98-4598-9d9f-47537fe5367e · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.546895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 018dad02-3ccd-4463-a3e9-0485222c5c9b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs LLaMA: Open and Efficient Foundation Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.554832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc2488c3-e2e5-4063-b312-0e241f06b01d · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:46.033244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9bfd8c1c-7a42-490f-8262-aa9cc102b295 · outbound

This paper cites Measuring short-form factuality in large language models.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Measuring short-form factuality in large language models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.694284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48340fe5-97aa-47ff-ba3e-a05c3ea7848f · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:45.963974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c3f3f4f-6209-4710-b980-8c79cbb2d078 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:38:45.939564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f7a4cb15-51b8-4a18-951d-7c4e8cd0face · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:38:44.861784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8274376-7df1-4ba8-93e3-df2f3c562bc1 · outbound

This paper cites an unresolved cited work.

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-15T21:38:45.196360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 5983191d-2d46-4725-823b-401790e251ff · inbound

Understanding the Ability of LLMs to Handle Character-Level Perturbation cites this paper.

Understanding the Ability of LLMs to Handle Character-Level Perturbation Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:39:02.220558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 927a1689-a244-4072-8c0d-8322e8cdeaa4 · inbound

Understanding Sparse Attention Selectivity in Long-Context Foundation Models via Counterfactual Evaluation cites this paper.

Understanding Sparse Attention Selectivity in Long-Context Foundation Models via Counterfactual Evaluation Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:15:01.247572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.