Pith. sign in

Paper Citation Record · LEDGER

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

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 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 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T12:15:21.493399Z

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

source=pdf_text observed=2026-05-23T20:58:01.255342Z digest=sha256:c1497015ac10fe6bc0507c606a552153e818ce4fe236e93f81c8b3b0db05c4c4

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

source=arxiv_source observed=2026-05-12T04:19:05.837824Z digest=sha256:c94003a30d95f6fae4970bcc9678a2bc4df7e083adf263f141dca7b6597a8278

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.

source=pdf_text observed=2026-08-02T12:15:21.493399Z digest=sha256:0d762d3275199666ca9f474e7a4512a82bae44e6b97d54e758605ee04588e50a