Paper Citation Record · LEDGER

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2412.15797.

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

pith.paper-citation-record.v1
2412.15797 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:53:44.219142Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:57:41.442502Z

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 fd3df95f-703c-4ee3-901a-8ba0f8685769 · inbound

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning cites this paper.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.219142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 364b56a7-d41d-4973-9c34-1f70ed6a6dc3 · inbound

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble cites this paper.

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:25:19.659071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 326fe5bc-3c46-494f-8c9c-400f7d0fc181 · inbound

Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning cites this paper.

Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:48.422552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232eaefc-3bc4-4bad-b615-876ba2ba4022 · inbound

Evaluation of LLMs for mathematical problem solving cites this paper.

Evaluation of LLMs for mathematical problem solving Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:10.351445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e72261ed-8f67-4ffe-93ac-33156ce75bb4 · inbound

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems cites this paper.

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:32:46.143917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96e80361-5fc2-444b-a199-df603dc99626 · inbound

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards cites this paper.

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T13:15:46.204310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5653e0b5-ed2c-489b-b68f-c60db92684e9 · inbound

Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models cites this paper.

Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T09:56:13.080196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a30c07b4-60c7-4ddf-bf77-59ca8f5e8d95 · inbound

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process cites this paper.

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:58:22.734835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4eb27ee2-b77a-4992-867f-13ebc755be51 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 187

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.444027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.