Paper Citation Record · LEDGER

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning

As of 19 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2505.12328.

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

pith.paper-citation-record.v1
2505.12328 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:39:33.801954Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact2
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6ecd7814-ab94-4e6b-a58d-2e0ec4dc299f · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.679116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2977020-4149-4ca1-9e41-639af0f5c818 · outbound

This paper cites FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.685041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62608423-6418-4218-a361-8edde3eee31d · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.689191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5fefe2b-f05d-4c68-9144-026ecdcedc12 · outbound

This paper cites ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.693834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 511a204a-89df-4818-a0df-43536cce194e · outbound

This paper cites GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.697878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b849478b-d92e-4afa-8332-850f4acff804 · outbound

This paper cites Advancing Process Verification for Large Language Models via Tree-Based Preference Learning.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Advancing Process Verification for Large Language Models via Tree-Based Preference Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.701889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d822cfe9-f980-458a-8f43-2dc0eaa89d52 · outbound

This paper cites Coarse-to-Fine Process Reward Modeling for Mathematical Reasoning.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Coarse-to-Fine Process Reward Modeling for Mathematical Reasoning

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:39:34.000646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 830b9d02-d2d0-4b1b-8b33-1ff51b8a0b66 · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:39:34.128426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 277c71d1-8d48-4b7e-9225-7759ed6e4159 · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.715097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68f0223-2c54-4781-ae38-523d5130da68 · outbound

This paper cites Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.719665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42533f6a-2117-4522-b0ff-2bba329de205 · outbound

This paper cites Let's Verify Step by Step.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Let's Verify Step by Step

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.723776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3afb351c-15d6-4aff-a89d-31ded749b3e9 · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.727780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b16758-1be8-4dc5-ac59-a1ee0b31d18f · outbound

This paper cites MANN and SANDRA A.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning MANN and SANDRA A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.731525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a0101b4-ec12-4aa9-9e96-7e696cf8da64 · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:39:34.103150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f031688b-1a3a-43b5-8eeb-e47c35de7ee3 · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:39:34.090868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2b83aac2-8285-4370-9b32-14cbe4fc0785 · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.742447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7175e17b-21eb-4185-90fe-85ff6b3ccf2d · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:39:34.079258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7529d104-fe13-4009-b263-849488e4f778 · outbound

This paper cites ProgPrompt: Generating Situated Robot Task Plans using Large Language Models.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning ProgPrompt: Generating Situated Robot Task Plans using Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.749774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5870f9ef-2ee3-439b-8e55-9fefd68ce687 · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Solving math word problems with process- and outcome-based feedback

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.753535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b258e3-4b99-4fbc-9968-a2556093ce25 · outbound

This paper cites Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.757407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7637a4b1-b4eb-41ff-8359-fef08fa53a43 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.761188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77057709-1e82-4103-8424-c4cf67cd4252 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.765177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c697fd-1f87-48d1-94b2-f0e33b94f42c · outbound

This paper cites Evaluating Mathematical Reasoning Beyond Accuracy.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Evaluating Mathematical Reasoning Beyond Accuracy

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.769211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43a2f1b6-21ca-4f2c-9ee6-939ed2f9a0b2 · outbound

This paper cites Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.773480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc15464c-bd4a-41b4-914a-810ae99ab371 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.777624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ce8a393-4c7b-40bf-8525-039bc60a2020 · outbound

This paper cites eRST: A Signaled Graph Theory of Discourse Relations and Organization.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning eRST: A Signaled Graph Theory of Discourse Relations and Organization

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:39:33.885968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2c14ca7-56c2-45bf-97ec-e5cbd465f963 · outbound

This paper cites an unresolved cited work.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:39:34.067945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8066f0ab-a82f-4b12-b3d4-8c4fc3945dd9 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Automatic Chain of Thought Prompting in Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.790067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3ccabb-e69a-45d4-ae55-031338ec9247 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.793730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f15a880-5199-478d-bc00-2ef6d20f7b9a · outbound

This paper cites online" 'onlinestring :=.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning online" 'onlinestring :=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.797887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ee6aad-74af-4e68-9dfd-ff232b26035e · outbound

This paper cites write newline.

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning write newline

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:39:33.801954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.