Paper Citation Record · LEDGER

Idea2Plan: Exploring AI-Powered Research Planning

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2510.24891.

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

pith.paper-citation-record.v1
2510.24891 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:41:29.586251Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T14:06:59.471772Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T04:07:37.250823Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8770765-55dc-42da-8357-d023dec65a86 · outbound

This paper cites Follow these steps in order: Step 1: For each section of the research plan, define what constitutes a high-quality research plan when developing the research idea.

Idea2Plan: Exploring AI-Powered Research Planning Follow these steps in order: Step 1: For each section of the research plan, define what constitutes a high-quality research plan when developing the research idea

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.660032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cdb72ea-dd35-420f-9653-959dc1467c30 · outbound

This paper cites {{SECTION_BY_SECTION_GUIDANCE}}.

Idea2Plan: Exploring AI-Powered Research Planning {{SECTION_BY_SECTION_GUIDANCE}}

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.678276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80d7327e-bf41-4fb1-9833-5e121c24f94d · outbound

This paper cites sections.

Idea2Plan: Exploring AI-Powered Research Planning sections

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.752455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5930fe1b-de23-428e-a813-00f7831e3742 · outbound

This paper cites Deep Reinforcement Learning with a Natural Language Action Space.

Idea2Plan: Exploring AI-Powered Research Planning Deep Reinforcement Learning with a Natural Language Action Space

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:25.754321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed41db2-151c-4595-a4fc-e8d4795abb96 · outbound

This paper cites Ai2 Scholar QA: Organized Literature Synthesis with Attribution.

Idea2Plan: Exploring AI-Powered Research Planning Ai2 Scholar QA: Organized Literature Synthesis with Attribution

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:25.902040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4683dcc6-0bb4-4725-96ff-70147ba7bfc0 · outbound

This paper cites RESEARCH PLAN COMPLETE.

Idea2Plan: Exploring AI-Powered Research Planning RESEARCH PLAN COMPLETE

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.694727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31abb8d7-88f1-477d-ab17-3c088927816e · outbound

This paper cites Observation:.

Idea2Plan: Exploring AI-Powered Research Planning Observation:

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.816374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc4eb07-5b00-4a7a-9816-f898a4d4e8ba · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.896104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb065a3-e777-4331-98b4-a9c8c5ce33da · outbound

This paper cites In the next section we will provide guidelines for you to evaluate this.

Idea2Plan: Exploring AI-Powered Research Planning In the next section we will provide guidelines for you to evaluate this

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.979443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 760d0150-f3e2-40a8-92fc-f0ad0eb1c81f · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.101630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2dacdb-d98c-4de4-8ba6-26967285bed2 · outbound

This paper cites Rubric items may be nested (e.g., subsections→questions).

Idea2Plan: Exploring AI-Powered Research Planning Rubric items may be nested (e.g., subsections→questions)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.246490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5af3ff5-47ba-47be-9a50-74f6731dc364 · outbound

This paper cites e.g., dataset A, dataset B.

Idea2Plan: Exploring AI-Powered Research Planning e.g., dataset A, dataset B

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.349110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a288e6a-28be-4135-9e2c-da9c90b81071 · outbound

This paper cites section_name.

Idea2Plan: Exploring AI-Powered Research Planning section_name

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.379804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff845c2-09ef-436d-8892-3e3b20e7ec39 · outbound

This paper cites IMPORTANT NOTES: - Base your plan on the provided research idea and your existing knowledge.

Idea2Plan: Exploring AI-Powered Research Planning IMPORTANT NOTES: - Base your plan on the provided research idea and your existing knowledge

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.735631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5aecdc-3c13-4627-98c5-1b80695cbdbd · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.767310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf64b3c-a980-4ab9-b567-17900fedfbde · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.804011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8366cd38-a258-4d15-a728-b8fce39618e1 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.834327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f22f3089-d1ba-46dd-906d-74c81ca04cd1 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.887033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940130ab-3846-4ce4-a8ed-8961c7bb4af3 · outbound

This paper cites Thought:.

Idea2Plan: Exploring AI-Powered Research Planning Thought:

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:27.991959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6cbb97-ed98-41a3-8ae0-8b16ca86a780 · outbound

This paper cites Action Input:.

Idea2Plan: Exploring AI-Powered Research Planning Action Input:

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.036251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94b6936-1fc6-48de-b0c4-1505be57f66e · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.069566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 503ce44f-d6eb-4940-9835-d6cd77ed3c13 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.152946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd0256c-e5b1-4be7-aaf8-c4de17908db8 · outbound

This paper cites Final Answer:.

Idea2Plan: Exploring AI-Powered Research Planning Final Answer:

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.228551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc6b816a-0470-4b10-86e6-1945b1a1428f · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.306352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df937ce-0e8b-461e-8510-0eda714f9ea3 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.345711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c79bc671-40b8-4d92-a9bf-12b8df6fe541 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.425531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6da54f-d155-4b93-b5df-77e5c58b6d5a · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.551545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a7f9fb8-f9b7-4f38-8d1d-713d4c93da25 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.631208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b2326e-673f-4710-9443-fdef58141fd5 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:28.891323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 733b53b3-0408-4dda-8e04-51bf54ad3b93 · outbound

This paper cites Chemotactic motility-induced phase separation.

Idea2Plan: Exploring AI-Powered Research Planning Chemotactic motility-induced phase separation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:29.000934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40024f1e-2970-4587-b8ed-bdb2ab644bcb · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:29.006373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7ba5cf5-3c95-449d-ab17-ab9dbdc72f12 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:29.055085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3725e3e3-887f-47dd-a428-08ac817549ae · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:29.169364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0cd2172-8f3b-4ba0-ab64-3a757fe1cff6 · outbound

This paper cites Model Selection for Treatment Choice: Penalized Welfare Maximization.

Idea2Plan: Exploring AI-Powered Research Planning Model Selection for Treatment Choice: Penalized Welfare Maximization

Reference 45

Resolution: malformed identifier; no resolver link, observed 2026-08-04T07:41:29.250226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae46f5f6-6d27-4f2d-af3e-273210bae842 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:29.370587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63e4937e-ee45-4c9f-9ce8-5b106ae18da8 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:29.468211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44409c99-a982-4706-a6d7-447cf0f03368 · outbound

This paper cites Attention Is All You Need.

Idea2Plan: Exploring AI-Powered Research Planning Attention Is All You Need

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:29.586251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f72f89f8-e26a-46a9-8f17-a8348741e279 · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

Idea2Plan: Exploring AI-Powered Research Planning The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 299

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.285206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1138970-d17a-4cf7-8172-906e63d12f21 · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

Idea2Plan: Exploring AI-Powered Research Planning GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:25.362375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34bec678-cd8e-41d7-8270-c4cf73382fe7 · outbound

This paper cites an unresolved cited work.

Idea2Plan: Exploring AI-Powered Research Planning Unresolved cited work

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.032294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9746758f-7ce7-4222-821b-01ad109b2073 · outbound

This paper cites Quantifying Memorization Across Neural Language Models.

Idea2Plan: Exploring AI-Powered Research Planning Quantifying Memorization Across Neural Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:25.503003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8a18411-2bb1-4d03-8aab-a02b828fc414 · outbound

This paper cites HumanEval.

Idea2Plan: Exploring AI-Powered Research Planning HumanEval

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.497092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cec673b-b734-4941-81d7-c784407409b0 · outbound

This paper cites Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, and Ee-Peng Lim.

Idea2Plan: Exploring AI-Powered Research Planning Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, and Ee-Peng Lim

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:26.124234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00e8a42-e72f-4583-a980-24da9605d9a6 · outbound

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

Idea2Plan: Exploring AI-Powered Research Planning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T07:41:25.624973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b69a8c44-cb0f-4d33-b023-26623db79095 · inbound

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility cites this paper.

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility Idea2Plan: Exploring AI-Powered Research Planning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-17T02:20:35.737828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4443a62-5aff-4e06-ba4c-d5e2afb9d266 · inbound

InquiTree: Evaluating AI Agents in the Scientific Inquiry Loop with Paper-Derived Research Trees cites this paper.

InquiTree: Evaluating AI Agents in the Scientific Inquiry Loop with Paper-Derived Research Trees Idea2Plan: Exploring AI-Powered Research Planning

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-17T02:20:35.737828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.