Paper Citation Record · LEDGER

It's Not That Simple. An Analysis of Simple Test-Time Scaling

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.14419.

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

pith.paper-citation-record.v1
2507.14419 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:09:06.934747Z

measured 27 of 27 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 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

27 of 27 outbound references displayed

verified exact0
verified fuzzy3
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1616d673-4dd0-485b-985a-3085911dca6d · outbound

This paper cites KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection.

It's Not That Simple. An Analysis of Simple Test-Time Scaling KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.122606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5231d89a-6cc3-4559-b7ce-2cdb49bf5719 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

It's Not That Simple. An Analysis of Simple Test-Time Scaling DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.187424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a39a040-6db1-4621-9b31-ed1e1b145f3a · outbound

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

It's Not That Simple. An Analysis of Simple Test-Time Scaling Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.281051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd1b6a5-fe47-4c10-9c4d-37b73e4d41e1 · outbound

This paper cites Stream of Search (SoS): Learning to Search in Language.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Stream of Search (SoS): Learning to Search in Language

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.402455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a7b2f06-1c87-4437-b501-b5ad243d8677 · outbound

This paper cites Accessed: 2025-03-26.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Accessed: 2025-03-26

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:09:08.002681Z

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 2b2eba29-5b23-454f-9ea9-301c316c0e1f · outbound

This paper cites Rewarding Chatbots for Real-World Engagement with Millions of Users.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Rewarding Chatbots for Real-World Engagement with Millions of Users

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.740135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d5495d8-dcf5-49f1-a9b5-ad9236aa4942 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.830836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dba945db-1dd1-4fc4-8e32-1c4c6db77b99 · outbound

This paper cites Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.911668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e642f830-5024-48fb-a6d2-eeb6e5876820 · outbound

This paper cites s1: Simple test-time scaling.

It's Not That Simple. An Analysis of Simple Test-Time Scaling s1: Simple test-time scaling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:05.062891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d851a03-0dea-4b3c-b7f1-b53a3a1975fb · outbound

This paper cites Show Your Work: Scratchpads for Intermediate Computation with Language Models.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Show Your Work: Scratchpads for Intermediate Computation with Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:05.173663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 425dbdef-37d9-4bce-8336-a06c7efbd413 · outbound

This paper cites Accessed: 2025-03-26.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Accessed: 2025-03-26

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:09:07.825754Z

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 9846710a-07a5-49e6-91e8-eee876a6c015 · outbound

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

It's Not That Simple. An Analysis of Simple Test-Time Scaling Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:05.450870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e490b109-c17f-4cd5-a8c2-c1fc2c6ca889 · outbound

This paper cites GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems.

It's Not That Simple. An Analysis of Simple Test-Time Scaling GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:05.621221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13dce90c-d178-4a3d-af4b-f92c5057619c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

It's Not That Simple. An Analysis of Simple Test-Time Scaling LLaMA: Open and Efficient Foundation Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:05.727718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f697e7b-534d-47fd-8537-d7a287e2882e · outbound

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

It's Not That Simple. An Analysis of Simple Test-Time Scaling Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:05.883911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862812bc-f356-4f09-840b-3bab5c256cfe · outbound

This paper cites Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:06.009237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d24e271-2bb9-4483-b848-69cc9b7c9ff8 · outbound

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

It's Not That Simple. An Analysis of Simple Test-Time Scaling Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:06.171068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0585e424-feaf-4a11-a316-e6e23ca7574f · outbound

This paper cites Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:06.343306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c665c9f-b7e4-4dc8-8d47-e0efc2e95bb7 · outbound

This paper cites DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search.

It's Not That Simple. An Analysis of Simple Test-Time Scaling DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:06.494941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49d7a066-9c35-4052-b442-a4c847089f4f · outbound

This paper cites LIMO: Less is More for Reasoning.

It's Not That Simple. An Analysis of Simple Test-Time Scaling LIMO: Less is More for Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:06.614864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c04983f-9390-4f99-90d9-f94622b3c594 · outbound

This paper cites Demystifying Long Chain-of-Thought Reasoning in LLMs.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Demystifying Long Chain-of-Thought Reasoning in LLMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:06.765738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbdf5ee1-a7e9-4875-926d-c0dd4acb0659 · outbound

This paper cites Planning with Large Language Models for Code Generation.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Planning with Large Language Models for Code Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:06.934747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9565a23-3c7d-4e6c-ad50-fe44218488f9 · outbound

This paper cites Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, and Dong Yu.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, and Dong Yu

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:09:08.245962Z

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 b2ab9dd1-5f22-4f82-a79b-99d6b2e5e7bf · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Measuring Mathematical Problem Solving With the MATH Dataset

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.605352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1edf09c2-9f43-4316-8882-eeab12e7a859 · outbound

This paper cites Qwen Technical Report.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Qwen Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:03.858313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66639b2f-fa3d-478d-9316-11e70abed175 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:03.927810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57540151-6150-408d-8677-2867d09389e4 · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

It's Not That Simple. An Analysis of Simple Test-Time Scaling Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.090730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.