Paper Citation Record · LEDGER

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2401.08574.

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

pith.paper-citation-record.v1
2401.08574 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:03:50.441783Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 27956fa7-bd6b-48f3-8196-283eb3419417 · inbound

Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation cites this paper.

Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:58:26.595868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f21d7222-a4fa-4ed0-83a0-10f82d45ea24 · inbound

Teaching Models to Verbalize Reward Hacking in Chain-of-Thought Reasoning cites this paper.

Teaching Models to Verbalize Reward Hacking in Chain-of-Thought Reasoning Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:03:50.441783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4213a040-ebfb-4df5-b330-7aee3c4c0923 · inbound

The Statistical Cost of Adaptation in Multi-Source Transfer Learning cites this paper.

The Statistical Cost of Adaptation in Multi-Source Transfer Learning Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability

Reference 141

Resolution: verified exact; arxiv_id, observed 2026-05-12T04:21:21.009876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f0deb66-7306-481e-a424-9417f11c0fef · inbound

Using LLMs for Explainable, Data-Driven Insight Generation from Time Series cites this paper.

Using LLMs for Explainable, Data-Driven Insight Generation from Time Series Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T12:15:21.493399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.