Paper Citation Record · LEDGER

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation

As of 4 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2605.14790.

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

pith.paper-citation-record.v1
2605.14790 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T20:52:32.567107Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

39 of 39 outbound references displayed

verified exact21
verified fuzzy4
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch13

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 64f0a39f-23a2-4e1f-94ab-25fcc6c113e3 · outbound

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

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.099681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1516a089-4cdb-4397-a03d-9b2f3b7c0b19 · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.045232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 46b5385b-28cf-43bc-acd6-49b2c85f685c · outbound

This paper cites LLaGA: Large Language and Graph Assistant.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.065874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1dddae77-68f9-4434-a20f-ba7cfc7986f9 · outbound

This paper cites DeepSeek-V3.2-exp technical report.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation DeepSeek-V3.2-exp technical report

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T18:54:02.188161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d20353d8-a98b-4edd-88ed-df3201d048e1 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.062243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3d58d817-560f-4148-a426-83bffea0f57f · outbound

This paper cites SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.041091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0a0a7059-e92e-4fc6-bfe0-703f5a2dfbea · outbound

This paper cites Forecasting high-impact research topics via machine learning on evolving knowledge graphs.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Forecasting high-impact research topics via machine learning on evolving knowledge graphs

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.092830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e2ef6ca7-1f67-4ed5-b51a-1e59a0f70e5d · outbound

This paper cites rStar-Math: Small LLMs can master math reasoning with self-evolved deep thinking,.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation rStar-Math: Small LLMs can master math reasoning with self-evolved deep thinking,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T18:54:02.177801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a8d5e88f-8379-4512-ab09-629fe4024d65 · outbound

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

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T20:55:04.014261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ba244556-d405-4b2a-ab18-58a332a2a816 · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.089159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4a380c9c-1b3e-406b-81da-c54cbc122544 · outbound

This paper cites HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.000832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 70e277be-7440-4bc1-9377-d08cc0cde69c · outbound

This paper cites DeBERTa: Decoding-enhanced BERT with Disentangled Attention.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:03.997511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ed8a61af-dd26-4b42-a899-5eb1772e3c90 · outbound

This paper cites Liger Kernel: Efficient Triton Kernels for LLM Training.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Liger Kernel: Efficient Triton Kernels for LLM Training

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.076374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 74744ab3-b69d-4a41-a898-25a72ca5e9ca · outbound

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

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.027224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 99203ff0-6a01-4d26-8576-87deb5298df8 · outbound

This paper cites The Semantic Scholar Open Data Platform.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation The Semantic Scholar Open Data Platform

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.030979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 96c141c2-fe94-4275-b0e6-076a59498710 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T20:55:04.034104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 19632898-eacd-43da-b5e3-6fa3ee0d857d · outbound

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

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.021092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation db23d8f0-9210-4ef1-90c9-2d7c6d715a60 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation ROUGE: A package for automatic evaluation of summaries

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T18:54:02.183026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 25a7e540-0640-44c4-869b-12dd69a8a060 · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation KAN: Kolmogorov-Arnold Networks

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T20:55:04.069523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0a339415-a529-41c9-a3eb-be326eeade2f · outbound

This paper cites GROBID: Combining automatic bibliographic data recognition and term extrac- tion for scholarship publications.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation GROBID: Combining automatic bibliographic data recognition and term extrac- tion for scholarship publications

Reference 20

Resolution: verified exact; doi, observed 2026-06-30T20:55:03.465983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 208a7e7d-f1a6-46f7-bb99-df3ae1d37862 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.017798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation af9ad3b7-26e5-4d5c-9a77-29dee722c1d4 · outbound

This paper cites SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.086581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2e6ad073-7f66-40e3-8c9b-e787b8ddbf7e · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Agent Laboratory: Using LLM Agents as Research Assistants

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.024323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ec301796-0f88-4b10-9410-4aee387d42e8 · outbound

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

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.079607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2041bc6b-880d-44c7-918c-9d322d3654a4 · outbound

This paper cites SciRepEval: A Multi-Format Benchmark for Scientific Document Representations.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.082923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b8e75b75-12c9-47d2-8fe0-cd545572e26d · outbound

This paper cites Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.003839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6a48b16a-f0f0-44e3-94a6-0dbe62f615a3 · outbound

This paper cites an unresolved cited work.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-07-07T18:54:02.180349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8141612d-64d8-4bbd-b3b6-e6563271590d · outbound

This paper cites AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.118822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6ec6b615-bcb2-4c35-8661-fddd224e4e78 · outbound

This paper cites GraphGPT: Graph Instruction Tuning for Large Language Models.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation GraphGPT: Graph Instruction Tuning for Large Language Models

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.007880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d6f05a4a-5595-401d-a636-6322c3f68a20 · outbound

This paper cites AI-Researcher: Autonomous Scientific Innovation.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation AI-Researcher: Autonomous Scientific Innovation

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.011023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5a27cac5-ac5f-4d61-b766-59d13b06f295 · outbound

This paper cites SciMON: Scientific Inspiration Machines Optimized for Novelty.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation SciMON: Scientific Inspiration Machines Optimized for Novelty

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.037614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a4006b87-0ec7-48d4-a043-fa8c2f944ca6 · outbound

This paper cites FlowPIE: Test-time scientific idea evolution with flow-guided literature exploration.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation FlowPIE: Test-time scientific idea evolution with flow-guided literature exploration

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.072861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 061fc806-86dd-466e-a7de-87420c2df35e · outbound

This paper cites CycleResearcher: Improving Automated Research via Automated Review.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation CycleResearcher: Improving Automated Research via Automated Review

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:55:04.095685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bf59b3e7-8580-4aee-9926-baa980627c20 · outbound

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

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.115216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d68e04ec-ee10-4f75-8171-43510cf93914 · outbound

This paper cites Qwen2.5 Technical Report.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Qwen2.5 Technical Report

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.108809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 079a5819-e0a6-4c04-a880-cbd14df494b1 · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.103089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bfd66653-e96d-49fe-944d-e892f5b4b3ff · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation BERTScore: Evaluating Text Generation with BERT

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T20:55:04.105748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c8b58324-6114-4038-a7b5-c0027966c348 · outbound

This paper cites AbGen: Evaluating large language models in ablation study design and evaluation for scientific research.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation AbGen: Evaluating large language models in ablation study design and evaluation for scientific research

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T18:54:02.185568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7a4f4f73-922b-4cf4-88c9-6ab3c66a4b35 · outbound

This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-06-30T20:55:04.112028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

No inbound Pith citation observations are available.