Paper Citation Record · LEDGER

Logical Reasoning in Large Language Models: A Survey

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2502.09100.

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

pith.paper-citation-record.v1
2502.09100 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:35:58.452874Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:49:46.348394Z

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 e5e6db67-813f-4bd4-adbf-a3e06e0a7701 · inbound

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs cites this paper.

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs Logical Reasoning in Large Language Models: A Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:58.452874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2b20e15-00a1-4698-bfd0-95a6354a65c2 · inbound

ARGUS: Hallucination and Omission Evaluation in Video-LLMs cites this paper.

ARGUS: Hallucination and Omission Evaluation in Video-LLMs Logical Reasoning in Large Language Models: A Survey

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:41:39.710210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf096a3d-ac9d-45e2-9be7-52d992820e24 · inbound

Are Large Language Models Capable of Deep Relational Reasoning? Insights from DeepSeek-R1 and Benchmark Comparisons cites this paper.

Are Large Language Models Capable of Deep Relational Reasoning? Insights from DeepSeek-R1 and Benchmark Comparisons Logical Reasoning in Large Language Models: A Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:53.280834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbe3ef51-352d-42b3-a4b6-c5210b269c19 · inbound

DAFMSVC: One-Shot Singing Voice Conversion with Dual Attention Mechanism and Flow Matching cites this paper.

DAFMSVC: One-Shot Singing Voice Conversion with Dual Attention Mechanism and Flow Matching Logical Reasoning in Large Language Models: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T23:03:10.463706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43b559e0-6cdb-41b1-a5b9-da4e9554cd8d · inbound

Deductive Logic in Language Models: Horizontal vs Vertical Reasoning cites this paper.

Deductive Logic in Language Models: Horizontal vs Vertical Reasoning Logical Reasoning in Large Language Models: A Survey

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T10:40:25.530522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba36266-727e-488b-8934-93c5567cfb89 · inbound

Reasoning Primitives in Hybrid and Non-Hybrid LLMs: Do Architectural Differences Yield Advantages in State-Tracking and Recall? cites this paper.

Reasoning Primitives in Hybrid and Non-Hybrid LLMs: Do Architectural Differences Yield Advantages in State-Tracking and Recall? Logical Reasoning in Large Language Models: A Survey

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:49:16.007942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 785f00b1-e33a-48be-a0b0-e8b12565985e · inbound

Frozen LLMs as Map-Aware Spatio-Temporal Reasoners for Vehicle Trajectory Prediction cites this paper.

Frozen LLMs as Map-Aware Spatio-Temporal Reasoners for Vehicle Trajectory Prediction Logical Reasoning in Large Language Models: A Survey

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:31:06.305428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe9acc41-1007-426c-9a69-f0f8e2b99d5b · inbound

Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models cites this paper.

Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models Logical Reasoning in Large Language Models: A Survey

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:51:28.984303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a144cc3b-b740-484b-9e30-8f6111caced6 · inbound

SRTJ: Self-Evolving Rule-Driven Training-Free LLM Jailbreaking cites this paper.

SRTJ: Self-Evolving Rule-Driven Training-Free LLM Jailbreaking Logical Reasoning in Large Language Models: A Survey

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:13.446899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0138a289-32b9-41a6-8e4b-d26a4262718c · inbound

Text Analytics Evaluation Framework: A Case Study on LLMs and Social Media cites this paper.

Text Analytics Evaluation Framework: A Case Study on LLMs and Social Media Logical Reasoning in Large Language Models: A Survey

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:53:57.754653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0861c2b2-c57f-41cf-97e8-175838c2a939 · inbound

A Neuro-Symbolic Approach to Strategy Synthesis for Strategic Logics cites this paper.

A Neuro-Symbolic Approach to Strategy Synthesis for Strategic Logics Logical Reasoning in Large Language Models: A Survey

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:39:03.823290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd3727d0-7dad-4376-8627-165eb3fed3cf · inbound

HOLMES: Evaluating Higher-Order Logical Reasoning in LLMs cites this paper.

HOLMES: Evaluating Higher-Order Logical Reasoning in LLMs Logical Reasoning in Large Language Models: A Survey

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.350551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 53ba11ca-ecaa-4680-8339-ab6d754344de · inbound

Symbolic Mechanistic Data Attribution: Tracing Training Influence to Learned Behavioral Policies cites this paper.

Symbolic Mechanistic Data Attribution: Tracing Training Influence to Learned Behavioral Policies Logical Reasoning in Large Language Models: A Survey

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T08:04:27.977342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.