Pith. sign in

Paper Citation Record · LEDGER

Logically Consistent Language Models via Neuro-Symbolic Integration

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.13724.

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

pith.paper-citation-record.v1
2409.13724 v1

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 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:24:20.914415Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T23:28:40.955459Z

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 5efe21c0-8cd9-42a8-9303-558f084c5ea0 · inbound

Understanding the Logic of Direct Preference Alignment through Logic cites this paper.

Understanding the Logic of Direct Preference Alignment through Logic Logically Consistent Language Models via Neuro-Symbolic Integration

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-11T05:24:20.914415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:24:20.914415Z digest=sha256:1feb37b10c69d573cfe9c5de7e6e751af9c86518ff8ce562a73c6c3aa3e24bfa

Observation 18145b68-2a2b-4472-912d-60be5fad1ef0 · inbound

The Knowledge-Reasoning Dissociation: Fundamental Limitations of LLMs in Clinical Natural Language Inference cites this paper.

The Knowledge-Reasoning Dissociation: Fundamental Limitations of LLMs in Clinical Natural Language Inference Logically Consistent Language Models via Neuro-Symbolic Integration

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T20:19:23.006601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T20:19:23.006601Z digest=sha256:bb5528770aa0581f0c794518ee98f62c541f8285b0a2ece86fd1b9e9af8f3d33

Observation 6323c215-a081-4d86-8564-1d6fe7983223 · inbound

A Neuro-Symbolic Framework for Accountability in Public-Sector AI cites this paper.

A Neuro-Symbolic Framework for Accountability in Public-Sector AI Logically Consistent Language Models via Neuro-Symbolic Integration

Reference 91

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:28:40.957463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T23:24:56.685420Z digest=sha256:1f1254e74a4e70321ff6336b7bfd14a7779eb729d9f82ae010f6dc3da4f4b4dc