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Paper Citation Record · LEDGER

The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models

As of 16 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 2 inbound Pith citation observations for arXiv:2602.08159.

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

pith.paper-citation-record.v1
2602.08159 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:30:27.772884Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:15:27.787692Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T01:56:14.690076Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved3
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a52654db-1941-4692-bc3f-db42024d1fa2 · outbound

This paper cites Steering Language Models With Activation Engineering.

The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models Steering Language Models With Activation Engineering

Reference 4

Resolution
malformed identifier
no resolver link, observed 2026-08-03T03:30:27.772884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:30:27.772884Z digest=sha256:402b9efc33938252ec49bb99d77d104594dd1c5de04da2704c60206b5c275c61

Observation aef23209-1c42-4b73-9080-b40561c83e28 · outbound

This paper cites Mistral 7B.

The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models Mistral 7B

Reference 1141

Resolution
unresolved
no resolver link, observed 2026-08-03T03:30:27.765275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:30:27.765275Z digest=sha256:7a40b97fef285c51088cdeaf8bd632ec94f86fdb8357e73cc822f7483f17fa09

Observation 00125620-1b61-4864-b76a-eda097439a8f · outbound

This paper cites Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming.

The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T03:30:27.769565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:30:27.769565Z digest=sha256:048d64cacd13314d5bc550397c5d01c6e08d4900cc70fc8797bb5c912052478d

Observation f99a94f8-29b9-4dc7-b6f3-30b49a148811 · outbound

This paper cites ISBN 979-8-89176-251-0.

The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models ISBN 979-8-89176-251-0

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T03:30:27.761458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:30:27.761458Z digest=sha256:3154483b206d5af1bbe40d6ceb0c797e2dcbf54d17a78bfcdbb5cc6cbad85f31

Pith citing papers

Observation 9f767fe3-4880-42a7-8e3e-b3c6c8139f5e · inbound

The Geometry of Forgetting: Temporal Knowledge Drift as an Independent Axis in LLM Representations cites this paper.

The Geometry of Forgetting: Temporal Knowledge Drift as an Independent Axis in LLM Representations The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-31T02:03:14.107227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-12T01:55:32.734498Z digest=sha256:170f1e55569c6b63d8ca08786a307eac228f690f027c60fc78a4ee7141ca9c27

Observation f40d70a3-dee2-49ce-982f-779c15591e09 · inbound

On the Robustness of LLMs' Internal Representation of Code Correctness cites this paper.

On the Robustness of LLMs' Internal Representation of Code Correctness The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T00:15:27.787692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:15:27.787692Z digest=sha256:e5811e5db54231b34c8bd6e27d3fa7f9af8b8126d053a9861845c0b387a1b4d1