Paper Citation Record · LEDGER

Thinking Before You Speak: A Proactive Test-time Scaling Approach

As of 8 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.18648.

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

pith.paper-citation-record.v1
2508.18648 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:23:39.496098Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

40 of 40 outbound references displayed

verified exact1
verified fuzzy2
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8b2c2ef-8e36-4cc5-af95-5425e127bd14 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:43.792765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8af94be-7ba2-4958-8286-e8c0b287f9a0 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:43.558563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4f83321-c35b-4176-85bf-54a4fc019d86 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:43.263049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03ce2246-23ad-4295-a00c-5837a9b4fca8 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:43.049508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15210c21-e392-4b0b-8e60-f658f399d4bb · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:33.470578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57be0dc9-6bca-4c44-ad77-60e1f9753f72 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:33.611532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92f4802c-93d3-480a-9d84-d1878a193cf0 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:42.784378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9956e368-4c23-47ae-b773-df3df2fbfebe · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:33.994381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cde1b05-d795-4f57-82d7-8f3133aedc39 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:42.447847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03354080-75f4-443f-9426-dfd80d3c9f0f · outbound

This paper cites Disentangling Memory and Reasoning Ability in Large Language Models.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Disentangling Memory and Reasoning Ability in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:34.252236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca22ccb5-254f-4c22-9933-85e8525c3eaf · outbound

This paper cites START: Self-taught Reasoner with Tools.

Thinking Before You Speak: A Proactive Test-time Scaling Approach START: Self-taught Reasoner with Tools

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:34.416738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca99f02a-c277-46cf-a1cd-599bb0084752 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:42.196259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 64cffce1-b920-49f8-837e-57a5b76ae7cd · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:41.948115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 378fe892-5887-4e89-b543-2571276498c5 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:34.902039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c2610a9-95f4-44d7-bd54-9c4c6c3d3f0b · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:35.095062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814f3075-6961-4c70-a396-4fffbf96ac99 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Self-Refine: Iterative Refinement with Self-Feedback

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:35.277855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6b236a2-8de8-400d-a9ee-62f304bc295a · outbound

This paper cites s1: Simple test-time scaling.

Thinking Before You Speak: A Proactive Test-time Scaling Approach s1: Simple test-time scaling

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:35.493467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ef1956-19d7-4386-bf65-eea05dec69d4 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:41.795983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 88d101ee-1d03-4d03-bf39-7a7376d74cf8 · outbound

This paper cites Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:35.889317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d60aef90-132c-420e-9559-365aa4a30d7b · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:35.998301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e29dae63-fbe2-4969-89d4-c7f5638f5894 · outbound

This paper cites Chemagent: Self-updating library in large language models improves chemical reasoning.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Chemagent: Self-updating library in large language models improves chemical reasoning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:23:41.586021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48021a47-e493-46ac-a370-aac90c7fdb73 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:36.360789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5cadc1e-8b43-4535-8859-34d39a04180e · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:36.518543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e978140-2ac3-44d5-b18f-06539fb4edc6 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-05T16:23:39.912176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5f7ef9db-d67d-47d7-a33c-0d2a1310163b · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:36.951978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2557b13c-fdd8-4df2-b8c4-f11d339412cd · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:23:41.352118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 821d566e-5ea5-42a6-b7bf-4a58bd1d21a6 · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Chi, Quoc V Le, and Denny Zhou

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:37.163264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7acff4da-5c8e-44b1-b7d3-2ef4faba5d89 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:37.320802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7848e81e-e24e-4839-891c-8aca4fdff63e · outbound

This paper cites Qwen2 Technical Report.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Qwen2 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:37.470604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28b04e65-46d6-4169-9c51-fb497efbf4e2 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:41.139568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03cc9aad-a1c0-4525-84b4-b00186b06a01 · outbound

This paper cites Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:37.904279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d814b838-d809-4955-ac6b-e266e27364f6 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:40.903021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e0750953-4cfc-419c-819b-1724e03faa22 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:40.712889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 361b3c4b-d395-48b3-845d-fe628de702e8 · outbound

This paper cites A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?.

Thinking Before You Speak: A Proactive Test-time Scaling Approach A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:38.548888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69a8f252-8c2c-4dec-be32-b287515e5289 · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:23:40.521255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 061c3cce-613c-476e-87ab-b425ed9b13df · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:38.805969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f803c8-afa5-4ebc-8262-071608c1e35b · outbound

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

Thinking Before You Speak: A Proactive Test-time Scaling Approach Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:38.984770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80331ca-3ecd-4d83-b55a-ad54180c1cfb · outbound

This paper cites an unresolved cited work.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:39.194163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9066bff8-c049-44fe-aad3-a5a83591960c · outbound

This paper cites online" 'onlinestring :=.

Thinking Before You Speak: A Proactive Test-time Scaling Approach online" 'onlinestring :=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:39.344139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c31559a-9387-463a-b8f7-260bc90fc31d · outbound

This paper cites write newline.

Thinking Before You Speak: A Proactive Test-time Scaling Approach write newline

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:39.496098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.