Paper Citation Record · LEDGER

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving

As of 14 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 3 inbound Pith citation observations for arXiv:2411.17404.

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

pith.paper-citation-record.v1
2411.17404 v4

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:16:06.808953Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:55:41.453853Z

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

12 of 12 outbound references displayed

verified exact0
verified fuzzy8
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

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

Outbound references

Observation 6f8cf6da-9d05-4043-9f93-7e7275350140 · outbound

This paper cites This ensures that the hierarchical structure of the data is preserved.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving This ensures that the hierarchical structure of the data is preserved

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:07.024566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8ed4ff3a-4e07-485b-a41f-7f22d1f09d1c · outbound

This paper cites This approach expands the dataset with additional examples while ensuring consistency and alignment with the hierarchical structure.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving This approach expands the dataset with additional examples while ensuring consistency and alignment with the hierarchical structure

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:07.008632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 28adbe51-beb2-41b5-ab6a-9ea6d628c40f · outbound

This paper cites This operation does not alter the fi- nal result, thereby introducing diversity while preserving correctness.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving This operation does not alter the fi- nal result, thereby introducing diversity while preserving correctness

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:06.990790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 711ec5ec-6fff-49f6-bb74-a4ff6d9ae0fd · outbound

This paper cites This operation creates valid variations of the data while maintaining correctness.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving This operation creates valid variations of the data while maintaining correctness

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:06.973623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f51c2dda-dad1-4b0a-bb13-a33602e8867d · outbound

This paper cites a <in>Aircraft.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving a <in>Aircraft

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:06.885382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ae87b98-86a5-48e5-9b42-cf1b7dc74113 · outbound

This paper cites For example: • Modify the value of a parameter so that it no longer corresponds to the data of the set.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving For example: • Modify the value of a parameter so that it no longer corresponds to the data of the set

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:06.955545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e48f2b93-23a7-4fc4-9229-f7a58c43b61c · outbound

This paper cites an unresolved cited work.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:16:06.938374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8f591b26-092e-41f7-9472-094c135ad6c1 · outbound

This paper cites a <in>Aircraft.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving a <in>Aircraft

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:06.920995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c69e4772-c091-47c7-b576-786828b9490d · outbound

This paper cites an unresolved cited work.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:16:06.903226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 521d8d99-e37e-4515-9026-5c2faf02fd64 · outbound

This paper cites IEEE Transactions on Power Systems , 33(6):6368–6378.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving IEEE Transactions on Power Systems , 33(6):6368–6378

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:16:07.040945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ed45b99-e9da-4855-9687-4febda2cfd44 · outbound

This paper cites Let's Verify Step by Step.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving Let's Verify Step by Step

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T12:16:06.750080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e9e6184-c1cf-49bf-9b06-0147c0b2ad9a · outbound

This paper cites Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning.

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T12:16:06.756023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 47e188dd-7832-4bee-8710-d0c897f5e833 · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-04T20:55:41.453853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba849699-5ec0-45a1-aa40-209c6d5d70cb · inbound

Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies cites this paper.

Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-30T18:44:59.797545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 883fefe9-b45b-4da6-ada6-1aaaf4794628 · inbound

PEARL: Solver-in-the-Loop Interactive Optimization Modeling from Natural Language cites this paper.

PEARL: Solver-in-the-Loop Interactive Optimization Modeling from Natural Language BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T14:04:54.890173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.