Paper Citation Record · LEDGER

Structured Pruning for Diverse Best-of-N Reasoning Optimization

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2506.03978.

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

pith.paper-citation-record.v1
2506.03978 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:56:23.724916Z

measured 48 of 48 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-09T15:10:16.533927Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T16:46:06.338646Z

Reference resolution

47 of 47 outbound references displayed

verified exact1
verified fuzzy1
unresolved43
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 42df121a-9ecc-48ae-85d3-a731c1ba4f3d · outbound

This paper cites online" 'onlinestring :=.

Structured Pruning for Diverse Best-of-N Reasoning Optimization online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.494589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c5688f-8b83-4994-8418-a52884311498 · outbound

This paper cites write newline.

Structured Pruning for Diverse Best-of-N Reasoning Optimization write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.500169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4da5b5-bbe9-4222-8ba3-eb6c3ae63a3a · outbound

This paper cites GPT-4 Technical Report.

Structured Pruning for Diverse Best-of-N Reasoning Optimization GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.506114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecd86cd7-3a10-4636-b632-d0e84df0588b · outbound

This paper cites Large Language Models for Mathematical Reasoning: Progresses and Challenges.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Large Language Models for Mathematical Reasoning: Progresses and Challenges

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.511738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c429718a-57d9-490b-99e3-36d7c0445f92 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.517604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc11bae8-450e-49f5-83fd-b3372c1fb40b · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.577754Z

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 f8e87d75-e03e-4ac8-9359-e921fa81b7d9 · outbound

This paper cites Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.527265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c89130-fe3c-4b8a-af51-fb77807920f7 · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:56:24.562335Z

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 5120c196-88c7-4c55-a20a-188d9b401c26 · outbound

This paper cites Mixture-of-Personas Language Models for Population Simulation.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Mixture-of-Personas Language Models for Population Simulation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.537422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72cbac44-31b0-4596-a4a3-7153fcf7b40b · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Structured Pruning for Diverse Best-of-N Reasoning Optimization PaLM: Scaling Language Modeling with Pathways

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.542034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc0cfc96-dbd2-42c0-96e1-959ac7e874d0 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Training Verifiers to Solve Math Word Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.546965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77aebce6-4914-4c51-956f-81cdfa8e45c0 · outbound

This paper cites Learning How Hard to Think: Input-Adaptive Allocation of LM Computation.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Learning How Hard to Think: Input-Adaptive Allocation of LM Computation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.551437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80701daf-968c-48d8-981e-738e0868a9e1 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:56:24.242379Z

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 9ad7cede-ca98-4c61-8f14-ecbbdd2bc5ab · outbound

This paper cites Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.561140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f3fb80f-ac8a-4033-8f69-7f29db7a1694 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.566443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82381dd6-b3cb-4230-a172-84bd0c8bfe11 · outbound

This paper cites rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking.

Structured Pruning for Diverse Best-of-N Reasoning Optimization rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.571793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78302c14-0f49-4ca3-a244-d6e1f80e0ed9 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.576323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc3b6116-a91a-450d-a03a-0133ccb05725 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Training Compute-Optimal Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.581265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae6248f-6c2e-4532-87d2-64b77b41c189 · outbound

This paper cites MathPrompter: Mathematical Reasoning using Large Language Models.

Structured Pruning for Diverse Best-of-N Reasoning Optimization MathPrompter: Mathematical Reasoning using Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.586385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28b7c98f-4f41-4fe4-881a-1fc042192e88 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.592177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f11a69db-faff-4ee5-9fd0-7c09f70356d5 · outbound

This paper cites Probe-Free Low-Rank Activation Intervention.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Probe-Free Low-Rank Activation Intervention

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:56:24.091130Z

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 5c67747d-6d16-4702-82b3-9aeefe68da1c · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.601249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b2b6e33-1246-45e3-a89d-bccd21745386 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.514957Z

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 86711ff7-0587-4fe6-bd0b-0731f58c7cb8 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.496026Z

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 ebbc9080-4d61-4a45-bb25-a013f2361eb1 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.480103Z

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 6e612c67-50b6-4bc6-862e-d39ecdb0e944 · outbound

This paper cites Let's Verify Step by Step.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Let's Verify Step by Step

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.622242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ac5b78-383b-4761-9b8f-8c6144eb12a9 · outbound

This paper cites In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering.

Structured Pruning for Diverse Best-of-N Reasoning Optimization In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.627880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd8e2e5-73f4-477c-8c60-e060b92e4112 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.464376Z

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 4bfa94e2-b6c3-44cb-981d-616a764d4b85 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.638227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81db1bcb-e7bc-4db9-a483-985e2170a6d0 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.643292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 149d62f1-7df5-4f97-abbc-846ded0c0ecb · outbound

This paper cites Multi-Attribute Steering of Language Models via Targeted Intervention.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Multi-Attribute Steering of Language Models via Targeted Intervention

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.648530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69427ad5-9576-44f7-a758-22c3f3fa1706 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.439676Z

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 ed34106c-d1e6-48d7-8e3e-b1bd90cb1d30 · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.657578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 365e22e5-afd8-44a5-a2bc-31f8d817dddc · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.663999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2274c59-ed8e-44f6-8ce1-4ef20f49c568 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.425071Z

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 36e5c216-9c16-4998-b314-93c0397c033c · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 36

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T10:56:23.763350Z

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 31dc3fa7-ac99-4d16-884d-613fd4f608b3 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.678567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ead33bc5-858b-4c5e-9020-becb0992c12a · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.682679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930052e9-18cb-41b6-b5b3-ab42355fd4be · outbound

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

Structured Pruning for Diverse Best-of-N Reasoning Optimization Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.687038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5582c5c-dcae-4d72-8da3-fccbca0da466 · outbound

This paper cites Structured Pruning of Large Language Models.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Structured Pruning of Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.691771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d2707f1-78ec-4aca-ada5-feee52475f05 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.696419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cd69a75-741c-4ee8-8b26-70958fa4e55a · outbound

This paper cites pyvene: A Library for Understanding and Improving PyTorch Models via Interventions.

Structured Pruning for Diverse Best-of-N Reasoning Optimization pyvene: A Library for Understanding and Improving PyTorch Models via Interventions

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.700909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf271b7-f4af-4be4-bb61-17474afdf319 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:24.378473Z

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 699b1cbb-b6b8-45e4-8cfa-f920e731e695 · outbound

This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Hallucination is Inevitable: An Innate Limitation of Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.710024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51583e54-c09d-44a6-a68a-99eda60ac814 · outbound

This paper cites an unresolved cited work.

Structured Pruning for Diverse Best-of-N Reasoning Optimization Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.714788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b341e365-fea9-4d4b-b0fd-168881919bec · outbound

This paper cites The Super Weight in Large Language Models.

Structured Pruning for Diverse Best-of-N Reasoning Optimization The Super Weight in Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.719496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b468fc3c-b25a-4c5b-9425-e2a8afe5b8c3 · outbound

This paper cites ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search.

Structured Pruning for Diverse Best-of-N Reasoning Optimization ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:23.724916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f2eb5284-573b-480c-82be-0e2dee524b12 · inbound

VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model cites this paper.

VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model Structured Pruning for Diverse Best-of-N Reasoning Optimization

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:46:06.341363Z

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.