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Paper Citation Record · LEDGER

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

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 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 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:49:10.446935Z

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 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=sha256:2f5d07b298a54c6fbaefb7e005b765e17e15f9042c2595da10c554c73d1de67c

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T19:58:32.016341Z digest=sha256:d5b97fde51f46c1d4c221964a71d090970ab167585ef97edd26f2968aace62ee