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Paper Citation Record · LEDGER

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs

As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.12788.

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

pith.paper-citation-record.v1
2608.12788 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:22:10.154218Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

46 of 46 outbound references displayed

  • verified exact2
  • verified fuzzy12
  • unresolved31
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 837e3b85-6ca7-46e4-9f83-55a2a5e52d6c · outbound

This paper cites Evaluating sakana’s ai scientist: Bold claims, mixed results, and a promising future? InACM SIGIR Forum, volume 59, pages 1–20.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Evaluating sakana’s ai scientist: Bold claims, mixed results, and a promising future? InACM SIGIR Forum, volume 59, pages 1–20

Reference 1

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:22:09.934851Z digest=sha256:70e559f1e4b024146014d93714fb6a1a94b534faa0279169d15d19f8f4ec1f17

Observation 91beca49-2f11-4ad9-aa80-5f29175476a9 · outbound

This paper cites Scienceagentbench: Toward rigorous assessment of language agents for data-driven scientific discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Scienceagentbench: Toward rigorous assessment of language agents for data-driven scientific discovery

Reference 2

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source=pdf_text observed=2026-08-15T23:22:09.940352Z digest=sha256:2617523ea5169c345f1abfb0ae507ffb16e228140eacd901569152ae0224012b

Observation 1754ece2-f1dd-4524-8965-c72b247250cd · outbound

This paper cites ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews

Reference 3

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source=pdf_text observed=2026-08-15T23:22:09.945466Z digest=sha256:66eb3a10db38b938cc4658fb660bce9a1098e98127d3f13f29c8187157a5609e

Observation d0461adf-1559-4675-9c95-143f515439d3 · outbound

This paper cites Towards an AI co-scientist.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Towards an AI co-scientist

Reference 4

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source=pdf_text observed=2026-08-15T23:22:09.950535Z digest=sha256:6298a1e5dfc839db4053630acbb03da3f3f81b2a2ffeb72615a1f8a0d4fc98a9

Observation 38739797-ac74-41d6-8ca1-8cc2551187a2 · outbound

This paper cites Accelerating scien- tific discovery with co-scientist.Nature, pages 1–3, 2026.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Accelerating scien- tific discovery with co-scientist.Nature, pages 1–3, 2026

Reference 5

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raw_fallback, observed 2026-08-15T23:22:11.142355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:09.955698Z digest=sha256:3838ad3e820a797ad99492bb0881b291666d80e12f22f28c71fd8c3c3948879b

Observation d565f103-abe0-47d4-b5f8-6318c7cdab03 · outbound

This paper cites ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review

Reference 6

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:22:09.960306Z digest=sha256:3e306bd2322b5f694550d0aee616f05e765a118ff751011916c7da499fc83772

Observation fa1f8b57-1835-4f51-985d-23b92df3ae98 · outbound

This paper cites Openreviewer: A specialized large language model for gen- erating critical scientific paper reviews.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Openreviewer: A specialized large language model for gen- erating critical scientific paper reviews

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:09.965558Z digest=sha256:a58fcf1e17e06cd8843691debee0f6f2aed0e7defd136a8bdcc27310c1241d93

Observation bb38a7d8-10db-4b60-a031-ba15e54f34aa · outbound

This paper cites Toward Generalist Autonomous Research via Hypothesis-Tree Refinement.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Reference 8

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source=pdf_text observed=2026-08-15T23:22:09.970055Z digest=sha256:aa97e5823b55e2679cc2ffb3d5686aa863230ca5be34bc52239813b686d65667

Observation 6bfa9d87-b537-44d4-b1de-54485fb40dc9 · outbound

This paper cites Scientific agent skills: A comprehensive collection of scientific tools for ai agents,.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Scientific agent skills: A comprehensive collection of scientific tools for ai agents,

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:09.975209Z digest=sha256:c0c28e2565beb4c9a1f24ca48a2cbff64968c695d95d5e05c3385a7b7cb12eae

Observation 7dabec48-f34b-4782-8534-810760ce31fa · outbound

This paper cites AI for Auto-Research: Roadmap & User Guide.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AI for Auto-Research: Roadmap & User Guide

Reference 10

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source=pdf_text observed=2026-08-15T23:22:09.987376Z digest=sha256:ef17feaff5f919a58b5ed974d3c9327ef4293ba8c38f8ad3e537e6d7cda85d99

Observation 3df64ecf-5ef3-4c9f-bbc3-f3f150e68e55 · outbound

This paper cites AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery

Reference 11

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source=pdf_text observed=2026-08-15T23:22:09.993157Z digest=sha256:3964129bf6da5177953d4c7155258c9aded1bad424ee639d434e81f623baf2f6

Observation 00247a62-ad65-4c3e-900d-82600de9ab6b · outbound

This paper cites AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Reference 12

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source=pdf_text observed=2026-08-15T23:22:09.998158Z digest=sha256:548c91f8df11b689d11932d7c8bae0a9655cf878b34834a041ed61023b08beed

Observation ec583582-fb9e-48a4-a630-2995afe09bdc · outbound

This paper cites ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition

Reference 13

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source=pdf_text observed=2026-08-15T23:22:10.003525Z digest=sha256:be437d0425f5fa1323ed23047a155211ba8217f51d92871fcd2d4d1c1ab7ee9c

Observation 2fb12a80-dfa2-4381-a2b2-ce899e71c465 · outbound

This paper cites Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery.arXiv preprint arXiv:2603.08127, 2026.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery.arXiv preprint arXiv:2603.08127, 2026

Reference 14

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source=pdf_text observed=2026-08-15T23:22:10.008508Z digest=sha256:c84c02f7422342971b8efeb2a46802871a0d7bd3613763374d75e3d797212f3b

Observation a2fa49c7-3b91-45dc-bdca-5087908c505c · outbound

This paper cites Ai research skills library, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Ai research skills library, 2025

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.013282Z digest=sha256:5fa0a08042afaef3ea6ef58c6d78446e5b8b58419a347e3b3082cb2bfef62457

Observation 3676b801-0808-4bcc-87be-604b56358134 · outbound

This paper cites AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

Reference 16

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source=pdf_text observed=2026-08-15T23:22:10.017910Z digest=sha256:8f9588f4b0c4f52e7ef6ab056b0b792d58cd46c51f30369cf1455344520b0063

Observation ae811e8b-0469-435f-9a9c-1b9c2eb79d52 · outbound

This paper cites Agent laboratory: Using llm agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977– 6043, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Agent laboratory: Using llm agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977– 6043, 2025

Reference 17

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.022134Z digest=sha256:032044b015e931252fb1b34650c59ca5bde95124e7fbec02ccd8925e3e3e4b3d

Observation 4dc9970e-3ad3-4270-8b3b-7eca867269e2 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 18

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.026101Z digest=sha256:64d65ae21fec8ce7f11e757b099d51b26c91ee0a6c14ad04a9e8f8fdd08c9a8c

Observation c6418bed-5e5a-41cf-a9ed-70dd9babd05a · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 19

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source=pdf_text observed=2026-08-15T23:22:10.030184Z digest=sha256:97cc3752d4b64f4b1facdb9e94ac9cafd648756d578ddda2cd9eaaef7c36d253

Observation 3d2d5d19-cd2e-4715-aeed-4bd016dd58cd · outbound

This paper cites Ai-researcher: Autonomous scientific innovation.Advances in Neural Information Processing Systems, 38:9481–9520, 2026.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Ai-researcher: Autonomous scientific innovation.Advances in Neural Information Processing Systems, 38:9481–9520, 2026

Reference 20

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.034363Z digest=sha256:81c83bba8378541c210264354b3307d13c4327fb488f0feec82fd20f379b52de

Observation 89873eba-9153-47aa-97f7-2ffadc547fb5 · outbound

This paper cites AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

Reference 21

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source=pdf_text observed=2026-08-15T23:22:10.038445Z digest=sha256:ac78391f5d598e79f924dd48dab1eed91836c83d935dcae33c93d842d6903a85

Observation 2d25e1e3-ec2f-4889-9657-766be2fe770b · outbound

This paper cites Autonomous ‘self-driving’laboratories: a review of tech- nology and policy implications.Royal Society Open Science, 12(7):250646, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Autonomous ‘self-driving’laboratories: a review of tech- nology and policy implications.Royal Society Open Science, 12(7):250646, 2025

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.042798Z digest=sha256:de994ff21eb2aa0815b9eeb2be604f28e51b97d027a8b6fcf9671874b0cea576

Observation fb725c3f-9f6e-43f9-a12b-51be173d0594 · outbound

This paper cites Deep research arena: The first exam of llms’ research abilities via seminar- grounded tasks.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Deep research arena: The first exam of llms’ research abilities via seminar- grounded tasks

Reference 23

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.046841Z digest=sha256:4c4212b858366437a55650a348b1de532d8e10455caae5405d824f8f5ea7ae49

Observation d0398953-3ace-4068-b09a-45f52d3761a1 · outbound

This paper cites FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights

Reference 24

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source=pdf_text observed=2026-08-15T23:22:10.051070Z digest=sha256:ded01b65304e8f60d1016f9ef5f3d00edfced18beac2b662bb324252bfe0d7c6

Observation b57e7ee5-d1f0-4349-a612-7251b5fd6bda · outbound

This paper cites From ai for science to agentic science: A survey on autonomous scientific discovery.arXiv preprint arXiv:2508.14111, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs From ai for science to agentic science: A survey on autonomous scientific discovery.arXiv preprint arXiv:2508.14111, 2025

Reference 25

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source=pdf_text observed=2026-08-15T23:22:10.055877Z digest=sha256:cc3afdc43f8e8bcd3dfa4ca1de329aba248f8fb7f4470c8fc7c44d9d958beef7

Observation 5b5cb6f0-cc13-4965-9dd1-f8ba95a21d51 · outbound

This paper cites Cycleresearcher: Improving automated research via automated review.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Cycleresearcher: Improving automated research via automated review

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.061067Z digest=sha256:1dd8882e61502586b2334cb81ffa00a3b4aa7c725402261040440f12c6b93cc8

Observation 3fa4f5b0-79df-4c64-9d55-24e57dc9128c · outbound

This paper cites Deepscien- tist: Advancing frontier-pushing scientific findings progressively.arXiv preprint arXiv:2509.26603, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Deepscien- tist: Advancing frontier-pushing scientific findings progressively.arXiv preprint arXiv:2509.26603, 2025

Reference 27

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source=pdf_text observed=2026-08-15T23:22:10.065647Z digest=sha256:c8f24fa56ac741de46e0d15710f8cb576c50ccf6a642d0947f9749fca2872c79

Observation ade2d7c3-1be6-4b1c-9cc5-cb1b773b525d · outbound

This paper cites DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review

Reference 28

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source=pdf_text observed=2026-08-15T23:22:10.070174Z digest=sha256:61319160e34e1656326876eaa75831a5cbe00a465c486b4d8cf9f6fa83363a88

Observation 865281dc-c736-49b3-a199-3f1f2cd74559 · outbound

This paper cites Claw AI Lab: An Autonomous Multi-Agent Research Team.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Claw AI Lab: An Autonomous Multi-Agent Research Team

Reference 29

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local_arxiv, observed 2026-08-15T23:22:10.299133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.075020Z digest=sha256:0accb53c74f7eeb2618e2a2f52e4bb86900c598b63a362bdeb1850c6908fdf1d

Observation 9c84922d-b647-407c-9514-e669fceab086 · outbound

This paper cites AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

Reference 30

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source=pdf_text observed=2026-08-15T23:22:10.080145Z digest=sha256:bace3d344216ee87eb3df9d730c62d63cd2799689515ebdab0c592d82c7cc98b

Observation eb789eff-8827-42ef-8170-8370ff9afffb · outbound

This paper cites NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

Reference 31

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local_arxiv, observed 2026-08-15T23:22:10.257907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.085426Z digest=sha256:f3e091c335fa1cf1853098229b1e2fac10b78f972a49d6d0ad3105a430ac4991

Observation 78a889c4-bdd2-4d14-a10c-a31fca55de40 · outbound

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

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 32

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source=pdf_text observed=2026-08-15T23:22:10.089802Z digest=sha256:39da3beaa2d62720edc81e48ce6ab924be98d6c4063e75a99fa2ea06164b86e3

Observation a6caa9d0-77c8-4e26-9d64-424f3bbea0c5 · outbound

This paper cites ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.095462Z digest=sha256:7c42cd829a993e19092cdaa1b7e40b01861cffeb5947c7e5baab25282c32926d

Observation 3a653e6d-da59-4aad-9aed-55f797d8ef5f · outbound

This paper cites AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.100345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.100345Z digest=sha256:12318d3c6af23997f472bd2a6a58b742b9e6c54efa173ecaa9e3612884f3d570

Observation 32f4f5b1-3a7b-49dd-a3d8-fedd508a513d · outbound

This paper cites From automation to autonomy: A survey on large language models in scientific discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs From automation to autonomy: A survey on large language models in scientific discovery

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:10.939794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.105216Z digest=sha256:d3019e76fb71bbf3f64b8749a10f53667295097cfa3418c3d48471bcea7cfd71

Observation 64a02b4b-f104-4c64-80ee-687bd2366297 · outbound

This paper cites Deepreview: Improving llm-based paper review with human-like deep thinking process.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Deepreview: Improving llm-based paper review with human-like deep thinking process

Reference 36

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T23:22:10.924719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.110355Z digest=sha256:0c0448a3b95c50c2fc9634978e31365d32a515d63bc80d03bf30b3c26a2f48f3

Observation 3aad24cd-a8a8-4615-8582-7701ef3e15c7 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.908471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.116564Z digest=sha256:86a10567dc659d4a9b205562adca0d17ae04653ad5b05caf53bca04f80c63713

Observation bf43fdd4-2c21-4851-99dc-0d1893248a71 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.891113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.121450Z digest=sha256:701b9ad452c98574071f70fc80d1edddb00688397b34149024eb76140a8b8703

Observation 87f9150d-0c94-4972-942a-065fc6beccb5 · outbound

This paper cites • Dependency Check: Inspect ‘requirements.txt‘ or ‘environment.yml‘ to verify whether special dependency libraries mentioned in the proposal are included.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs • Dependency Check: Inspect ‘requirements.txt‘ or ‘environment.yml‘ to verify whether special dependency libraries mentioned in the proposal are included

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:10.874155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.126540Z digest=sha256:95c565b5b7f27033705cca2fcef0c80b259aa8eeb4641b473d9620ef7d50ddac

Observation 39e47542-6c1d-4a64-a53f-6d450e9fa409 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.856599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.132307Z digest=sha256:ab6515d14e4057ba85663e780abaa9376a39d94d91fe4e037ffbda005776f183

Observation b09c3f60-f9ab-46ee-b106-3331d85d3b3e · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.838552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.137104Z digest=sha256:86a864d166115ef2f95819bbc7aae31181fa4621c6a6ff0f9703ed50b0191b02

Observation 338ba150-e200-4493-8040-6bfca7edcfed · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.823661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.141397Z digest=sha256:f384ed77c55e09407fa5fe14a18671ad3c4b6a027178bdcffd81b25fcec68535

Observation c74a43d5-3ead-4a50-8d9c-81b14338fc56 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.808166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.145895Z digest=sha256:b84872173c353985c9275fb2e2c7cf9d7c45127afa3478b62cfbbffa8a25feab

Observation 6223d3b0-7805-407d-8bdb-59ed874b2b93 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.790542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.150106Z digest=sha256:0b97bd5eae31d105677f8ca7e6d9963ecbe7205ac32f031855078dee58e281b4

Observation 1ecbd36f-4467-4239-81a7-086002fb8aee · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.772154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:10.154218Z digest=sha256:8b56484fed67ddc397ff12f0fbe0ea5ef7e7e5de02dde920cfc8a2914426a88f

Observation d65c0cc7-9d67-42cb-b331-c0baab7bd2e7 · outbound

This paper cites 148 skills cov- ering databases, packages, integrations, and analysis tools.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs 148 skills cov- ering databases, packages, integrations, and analysis tools

Reference 2026

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.090546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:22:09.980831Z digest=sha256:3ba053e5717b12c8970cada618307c5718fc747880ae35abcb6be9f17cb63904

Pith citing papers

No inbound Pith citation observations are available.