Pith. sign in

Paper Citation Record · LEDGER

Inside-Out: Hidden Factual Knowledge in LLMs

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2503.15299.

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

pith.paper-citation-record.v1
2503.15299 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:04:05.634120Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:59:58.674668Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation da88e3cb-288e-498d-9034-93e3d252d4fa · inbound

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs cites this paper.

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs Inside-Out: Hidden Factual Knowledge in LLMs

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:05.634120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:05.634120Z digest=sha256:93634eedaab2f27138fafa4c17a3ec1447379e25f3e08f8831d40b05da80af47

Observation 64a9edca-15b9-4bf1-bfba-02c9d176ce4b · inbound

Existing Large Language Model Unlearning Evaluations Are Inconclusive cites this paper.

Existing Large Language Model Unlearning Evaluations Are Inconclusive Inside-Out: Hidden Factual Knowledge in LLMs

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:56.438082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:56.438082Z digest=sha256:07beb17d79782fde8c169fc0f9aafdde51044a2ea433222df88b6ea650679d59

Observation af7bd11c-c4c5-435b-900b-075ba160d7ff · inbound

Probing for Arithmetic Errors in Language Models cites this paper.

Probing for Arithmetic Errors in Language Models Inside-Out: Hidden Factual Knowledge in LLMs

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T16:58:55.429414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T16:58:55.429414Z digest=sha256:e92e54b393fd84f6662f518655ef5d057ca7260342972872ff1b247330b36660

Observation d4d08af9-af7d-4ee2-9052-099930c91079 · inbound

Input-Time Scaling: Adding Noise and Irrelevance into Less-Is-More Drastically Improves Reasoning Performance and Efficiency cites this paper.

Input-Time Scaling: Adding Noise and Irrelevance into Less-Is-More Drastically Improves Reasoning Performance and Efficiency Inside-Out: Hidden Factual Knowledge in LLMs

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-18T22:46:53.829939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-18T22:42:53.663354Z digest=sha256:3c764631c52e0092991cd7712e81d3640b7df3c2f66a0ea37da0025f13790215

Observation 9a4c78b5-6ecb-496d-b36d-a1e8ba160fe9 · inbound

Trustworthy Agents for Electronic Health Records through Confidence Estimation cites this paper.

Trustworthy Agents for Electronic Health Records through Confidence Estimation Inside-Out: Hidden Factual Knowledge in LLMs

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T16:00:44.551211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:00:44.551211Z digest=sha256:c6bfd63a67cfc8c825424db6a3438440ac503c61f665c5c8875dca4f6fa54bda

Observation 91be5edc-7492-48e1-b42a-8748e495a774 · inbound

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction cites this paper.

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction Inside-Out: Hidden Factual Knowledge in LLMs

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-18T19:26:47.207826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-18T19:26:35.001429Z digest=sha256:fa7aea14cf0c001a570f32af1b226b48d0c3956b5c0d33a9285b149431337a6a

Observation 28a37993-0e42-42cc-a814-d88936080423 · inbound

Hallucinations Undermine Trust; Metacognition is a Way Forward cites this paper.

Hallucinations Undermine Trust; Metacognition is a Way Forward Inside-Out: Hidden Factual Knowledge in LLMs

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:56:07.095756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T14:29:54.924293Z digest=sha256:9de7aa9e8a7a21c5366ed2f53660913676dda4259707fbb1e1383d3b84ee4530

Observation aea5b89d-21c0-47e5-9f48-0b92de2c47ed · inbound

DECOR: Auditing LLM Deception via Information Manipulation Theory cites this paper.

DECOR: Auditing LLM Deception via Information Manipulation Theory Inside-Out: Hidden Factual Knowledge in LLMs

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:28:05.393922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-20T06:27:10.445757Z digest=sha256:42271235df5957167385f090451cba01ac8524128372e5f0169076e5335b3a4e

Observation a9f0d22e-a86d-4147-8517-46dd066a5c10 · inbound

Cross-Lingual Exploration for Parametric Knowledge cites this paper.

Cross-Lingual Exploration for Parametric Knowledge Inside-Out: Hidden Factual Knowledge in LLMs

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:59:58.677068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-06-26T00:02:39.001588Z digest=sha256:91f6edf63a4e9e0c06aaba4d57b580b1f7b2c09c10b3a3884fb1c093c41ab884

Observation 4aceec08-8c44-490b-b815-388a6cca5bea · inbound

Improving LLMs via Validator-to-Generator Alignment cites this paper.

Improving LLMs via Validator-to-Generator Alignment Inside-Out: Hidden Factual Knowledge in LLMs

Reference 72

Resolution
unresolved
no resolver link, observed 2026-07-12T07:52:00.900202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T07:52:00.900202Z digest=sha256:d1c4fca4759aede34f7a6b68211285c2fbe4d5df4c4558c6072463802e1d1d0d