Paper Citation Record · LEDGER

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models

As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2506.00382.

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

pith.paper-citation-record.v1
2506.00382 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:27.564454Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

46 of 46 outbound references displayed

verified exact0
verified fuzzy3
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc622f99-2001-42e8-949c-221325dbf933 · outbound

This paper cites Mitchell.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Mitchell

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.352676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09defcd6-0ed6-48fe-8ef4-f62dd521ecc0 · outbound

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

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.422580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e41e2f4-40c1-4106-b2ff-44051d19843e · outbound

This paper cites Tu, and Henry Kvinge.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Tu, and Henry Kvinge

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.497043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5ad453b-32df-49c3-a3e9-edd53936d026 · outbound

This paper cites Large Language Models for Predictive Analysis: How Far Are They?.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Large Language Models for Predictive Analysis: How Far Are They?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.608327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bec4311d-74f0-4162-91ca-5d13d0be9b46 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:31.296432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 957bc0c5-845e-41e5-bed7-1f8961280fd6 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.789575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c0b758-bfb9-4ab7-ae87-677812b2822b · outbound

This paper cites The Llama 3 Herd of Models.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.891233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f3c1cea-12fc-45f6-8f01-0be15873be21 · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:23.939193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c46256-653f-49d8-a196-415f9a2fdd80 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Gemma: Open Models Based on Gemini Research and Technology

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.079291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cb8321a-b2c3-4c0f-9030-a39124784193 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.196684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd55c277-2c58-4990-97f9-657926c92953 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.305822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65c51bdd-1103-44e4-a4fa-a440fe5a132f · outbound

This paper cites Hardoon, S \' a ndor Szedm \' a k, and John Shawe - Taylor.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Hardoon, S \' a ndor Szedm \' a k, and John Shawe - Taylor

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.412957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53f19aa9-c977-4274-b332-a8b8ea8b7a3f · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:31.075224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb21b584-4193-4fa1-be70-4557412a06f9 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:30.850027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d49e4e3-3ec6-45b4-bc61-351bbf5da8fb · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.747985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85275cce-23f7-4fe6-80ca-b39446b0490f · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.827053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1083498-799d-4ade-94ce-86090ac20c60 · outbound

This paper cites What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:24.934062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61d406dc-fe88-4acf-9eb7-800be9a347ba · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.041162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6ab690-d471-4a42-8a82-a2a5ba1837c0 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:30.623196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15f50d07-4672-4615-bb51-faf5b32614e9 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.225131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2d89a1-3aec-454c-a418-b664c96c009c · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:30.357176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c71988f5-27c5-417e-b90b-b8731c0fee86 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:30.096516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 53dbfeaf-a22f-4533-8a43-6fe63df99212 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.472735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c542b8e0-08b8-44fd-8d3c-b3d02e4d31d0 · outbound

This paper cites Morcos, Maithra Raghu, and Samy Bengio.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Morcos, Maithra Raghu, and Samy Bengio

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.887563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35d148b2-492c-41f3-9fe0-21f33b80a854 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:29.701391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 495e4a77-8857-4de2-98b4-19435e2e0d40 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.693788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b6db112-0a49-49e7-9bc0-1a7ec4e20d3b · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.811103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 896c5974-d522-4f09-9d7e-0f83e0aa0e8e · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.906781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 910261a4-4bf1-4e38-aba2-f0ef624fd27b · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:25.996210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f345df3c-0f25-4626-aa52-876f22ee0141 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:29.417909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8f4a8848-7b56-49d3-b55b-95a092365b01 · outbound

This paper cites Sutherland.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Sutherland

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.218068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5a6e08c-5cc7-4af1-935c-857722472d85 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:26.265402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a3f17b-1e7b-4750-8d14-2786b2ee0665 · outbound

This paper cites Does Representation Matter? Exploring Intermediate Layers in Large Language Models.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Does Representation Matter? Exploring Intermediate Layers in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:26.356859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62883cd0-7ae4-425f-b6b1-41bfa2f401a0 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:29.044054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4e00a99-41df-44ce-9fae-44865ab1083a · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:26.528044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c919a4db-382e-4fab-ba9d-6faf862c5880 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:26.605638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c92016-904c-41f3-be68-9ce8d54d399a · outbound

This paper cites Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:26.703279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0360e514-9e13-46c8-86cb-0ab64ec251b3 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:28.891040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0eef2e5-8ea1-4386-a1e6-15195a52d849 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:28.764646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01a3d995-d9d3-419c-a338-29968560f908 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:28.632676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a3ccad2-d972-444c-91f4-057ddbd53f5a · outbound

This paper cites Martin, Michael W.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Martin, Michael W

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.471182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 848ca0ef-1daa-47f1-9815-b23755fc1057 · outbound

This paper cites an unresolved cited work.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:28.340351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c25df26-fc16-4bb5-b435-a949b4679db4 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Representation Engineering: A Top-Down Approach to AI Transparency

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:27.282327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 340d1b1a-2c71-48bc-988e-19e70cda2673 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:27.372116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332f5849-ad2d-407f-a189-435efc44a38f · outbound

This paper cites online" 'onlinestring :=.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models online" 'onlinestring :=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:27.490832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a23265d-3810-4ee0-a357-719dfff6cabe · outbound

This paper cites write newline.

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models write newline

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:27.564454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.