Pith. sign in

Paper Citation Record · LEDGER

Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2307.10573.

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

pith.paper-citation-record.v1
2307.10573 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:59:01.476319Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:57:23.976076Z

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 62729aa9-7e76-4d23-a02b-4838bcecded5 · inbound

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation cites this paper.

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T21:59:01.476319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:59:01.476319Z digest=sha256:7cdba702acf7734cd5e344bb6d1626a2dff28ddecce7b45201f3984211c3612e

Observation 2fa7c19d-3d59-43d5-b3d4-702e475254eb · inbound

Rethinking the Chain-of-Thought: The Roles of In-Context Learning and Pre-trained Priors cites this paper.

Rethinking the Chain-of-Thought: The Roles of In-Context Learning and Pre-trained Priors Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T12:49:10.446935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:49:10.446935Z digest=sha256:128cb4d1fea20666e0b4a8e2e919d34584444d760baa44e3dd7e493a49321c75

Observation 9c5e8d44-dc7f-42be-8cf6-c87666dd94d7 · inbound

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination cites this paper.

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:57:23.977519Z

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=2026-06-27T19:58:32.016341Z digest=sha256:104d2ffc07b34bb5487c3c9a8ad36f1a2ba80b393db52248e1215ea463a80e17