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Paper Citation Record · LEDGER

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.08958.

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

pith.paper-citation-record.v1
2608.08958 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:23:27.763920Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

22 of 22 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44fde8e5-ebd4-4872-b695-901db30a57db · outbound

This paper cites SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:26.962418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:26.962418Z digest=sha256:95120e96f93cb460dfab9e2317abd13ee60eb00bc7cd8c9a80e18798484ee37a

Observation d002c3b7-44b0-4a55-bcdf-77f0a2afb015 · outbound

This paper cites Tabvi: Leveraging lightweight transformer architectures to learn biolog- ically meaningful cellular representations.bioRxiv, pp.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Tabvi: Leveraging lightweight transformer architectures to learn biolog- ically meaningful cellular representations.bioRxiv, pp

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:28.693371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T04:23:27.063801Z digest=sha256:6fb651e380855e0d133db75bfb17d5b89b8734893f9d6c6723610a79123a6aae

Observation 1d3ae488-a31f-46d8-a819-87e7df85998f · outbound

This paper cites The station: An open-world environment for ai-driven discovery.arXiv preprint arXiv:2511.06309,.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods The station: An open-world environment for ai-driven discovery.arXiv preprint arXiv:2511.06309,

Reference 6

Resolution
verified exact
raw_fallback, observed 2026-08-14T04:23:28.179861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T04:23:27.131303Z digest=sha256:c24fa46a46e3c6838723c337d18308aa9cd815648942101909debbb2bdb0c814

Observation e569d196-8eeb-4932-a171-c4f5a7c2a332 · outbound

This paper cites Laleh Haghverdi, Aaron TL Lun, Michael D Morgan, and John C Marioni.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Laleh Haghverdi, Aaron TL Lun, Michael D Morgan, and John C Marioni

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:28.612475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T04:23:27.157352Z digest=sha256:fc0a6262dff5f2c404d928511960f6b517e942f4f4f50b4416ccf4e984531607

Observation b8439477-ea69-46e6-913f-6ad7f3fcb469 · outbound

This paper cites AIDE: AI-Driven Exploration in the Space of Code.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods AIDE: AI-Driven Exploration in the Space of Code

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.257184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.257184Z digest=sha256:560b0d327b08d8ebf95f4ca5c9416ba59e8bf384f76e9d01f180b6385e49b64d

Observation 0b68f93a-06e6-4dee-a4f2-4a7999150546 · outbound

This paper cites Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.327827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.327827Z digest=sha256:924313e584902e242ac77c2e1f497cb6ec3a81f660c23fdbc80a02454b0584f5

Observation 7d61f8e8-1309-4d5e-82cf-a4e83a7e1787 · outbound

This paper cites ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.402281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.402281Z digest=sha256:df9c9ee6125b8c63ea10d5fe197d543f9df0fe1f456f057adbe3c8ab24fe9d82

Observation 939d2d96-f1f0-46b2-a713-e7cff7711f09 · outbound

This paper cites Krzysztof Pola ´nski, Matthew D Young, Zhichao Miao, Kerstin B Meyer, Sarah A Teich- mann, and Jong-Eun Park.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Krzysztof Pola ´nski, Matthew D Young, Zhichao Miao, Kerstin B Meyer, Sarah A Teich- mann, and Jong-Eun Park

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:28.441767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T04:23:27.463650Z digest=sha256:39217a7e97622583cb3b863090c45974d6e3d5c41f35915ace35fd3f3a39de4a

Observation cf5feb95-7dc9-4e0f-9e1c-0a955576604e · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.513646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.513646Z digest=sha256:992841d87599568b153638239b29cd7d3a8c01a4d92d5efb8634236783bb827c

Observation 5cd9b6dc-a3b1-4987-9e08-7abcba53c8d1 · outbound

This paper cites The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.552071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.552071Z digest=sha256:4cb0758a67534c82ffd6594ba6733c8da32c59d5d4e1869e858b925e34f10dfe

Observation d016ebb8-6dd3-443e-900d-c0cc9a6e42e6 · outbound

This paper cites Ai research agents for machine learning: Search, exploration, and generalization in mle-bench.arXiv preprint arXiv:2507.02554,.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Ai research agents for machine learning: Search, exploration, and generalization in mle-bench.arXiv preprint arXiv:2507.02554,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.605611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.605611Z digest=sha256:e7ff7bda14e7a19644b592e3ff4a4321941d30c62127a18d526fac3a642b1862

Observation 7b02cb8c-52ae-4de5-adae-9e94cb3769c7 · outbound

This paper cites Planning In Natural Language Improves LLM Search For Code Generation.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Planning In Natural Language Improves LLM Search For Code Generation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.637628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.637628Z digest=sha256:135e590782f4dea500116f1aa76868e3a2b8dfed06dde48eb0e893b0f859df85

Observation 7df7406d-cc3b-47ef-9ead-efc2dd3ce0f4 · outbound

This paper cites And I would like you to analyze them, decompose those methods into a list of unitary, factored ideas so that I can sample and compose them to invent new methods.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods And I would like you to analyze them, decompose those methods into a list of unitary, factored ideas so that I can sample and compose them to invent new methods

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:28.348865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T04:23:27.763920Z digest=sha256:7337bfdb9398cb24b2ee30b3cc9e6c363b780d85c54fa7edc561706bf7069202

Observation 0e2ef486-5cce-4f93-8933-0636f6bec937 · outbound

This paper cites Fast, sensitive and accurate integration of single-cell data with harmony.Nature methods, 16(12):1289–1296,.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Fast, sensitive and accurate integration of single-cell data with harmony.Nature methods, 16(12):1289–1296,

Reference 2007

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:28.527627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T04:23:27.307062Z digest=sha256:d206759a286d86a2a6e9293ad4f0fcd59809979a9b44399885af56a9c85d5c5c

Observation 11cf23d1-58f5-4e12-a043-e135b3d66627 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.423735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.423735Z digest=sha256:b739df43021aa10ffd76daf715f8e79614a6431a990aa31cc9beb97f2f1f192d

Observation fd3f5c3f-789c-4923-8ca9-6069723fe5b6 · outbound

This paper cites Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.198960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.198960Z digest=sha256:e63dc8200b5f62d425f1ccd5c7b8321d41b62872ca298ca4fc8d9757e0ce78bd

Observation 504be88a-7f9e-4fcb-9bb6-811af1493186 · outbound

This paper cites Pan, Alexander Du, Kurt Keutzer, Alvin Cheung, Alexandros G.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Pan, Alexander Du, Kurt Keutzer, Alvin Cheung, Alexandros G

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.349255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.349255Z digest=sha256:64bddc41cd40aa206f29c5f8eb15cc7364c667b988cd545bd8527f6c9747188c

Observation ed53134c-e6ad-48c8-bff0-796bf7125e31 · outbound

This paper cites ThetaEvolve: Test-time Learning on Open Problems.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods ThetaEvolve: Test-time Learning on Open Problems

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.674003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.674003Z digest=sha256:f6d7eed0d75cbe3040e1e76960ed9e90d362fa6d2c6a6308db202608468049c1

Observation 7cf4a840-6203-46e7-8314-28f873aeeb01 · outbound

This paper cites Learning to Discover at Test Time.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Learning to Discover at Test Time

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.728368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.728368Z digest=sha256:45f9ff752776d802b63e86876cbd1a1fcf48de8fb3f27f007dee44f9849af1c5

Observation e7da753b-7c5b-44a8-911d-32eccf7d14fb · outbound

This paper cites Adaevolve: Adaptive llm driven zeroth-order optimization.arXiv preprint arXiv:2602.20133,.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Adaevolve: Adaptive llm driven zeroth-order optimization.arXiv preprint arXiv:2602.20133,

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.031144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.031144Z digest=sha256:31d96fcceb7833bed8b42d908f07379166fa322c025638e4094574aa0b74ed3d

Observation b9a6d804-9e9f-46b4-a17c-946ff3de7a2d · outbound

This paper cites Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:27.102761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:27.102761Z digest=sha256:aa916406e3346fe79811dab0f58ed37a4cc019a888cb1f74f11510b116efea64

Observation 6ccc44f1-1f9a-4d26-8d32-c8f0cec3abcc · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:26.982816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:26.982816Z digest=sha256:450d7c6e59762aeff95284546f4492a98955f9b98e6c02f6993c0e843618a55e

Pith citing papers

No inbound Pith citation observations are available.