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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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=pdf_text observed=2026-08-15T23:22:09.934851Z digest=sha256:d7b338257dbb537568f6d65ed0a93cf0fbd58424337310007a5a87cb232b3b0a

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=sha256:8f24139d75ae58f9df0005ec7625744cf6ac095c90332965b95f99fe415aff5d

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:a439f744f0085fe5c34329fd787f6b90d6d9fea3a5b425b7c8fe339e099d5c39

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=sha256:24fd0a824f0b09db392119278a32738eda679b7df1afcbf7a754f15d985a4fe7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:09.955698Z digest=sha256:49d2cab5b66b19d4559cdc44cdc28fa1dd37204a05da73c72045da114378d709

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=pdf_text observed=2026-08-15T23:22:09.960306Z digest=sha256:a9ad55abac2892276250c0c21c523557633cc0d052e1f291bd6ca81918e8911d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:09.965558Z digest=sha256:5acb7ed6b1678713145964895cf850718b4b999d3b09e63eff7a7857d17b84dc

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:a05e9177a8a60839569ca183c2ddfc2589b0d5cbf98ff14756876f9e0cd07d3f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:09.975209Z digest=sha256:994b8f3b1279b73a1e041fcac117faa85248d0d1a4a5303285007ece8dbb3c5a

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=sha256:2d8edfd8c84fab102cd28bd8af2bde1baa256ee777997caeec7c3f2a6c9ec37d

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=sha256:048cb03cdd62159167a4195000e32ab86f9648263f1d62cde0c3759a32bf096d

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=sha256:3a9c1f5a403864b27f34067db093019368b86b310b4c348dc5f00d88c4a502ae

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=sha256:04b59296cf2615e409eb867610f53acb5c9fffb62f0f90bcac0a1ca09939c51c

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=sha256:68861eb13586e1f9ddcc2e5c0cf4f8e8ae6b65ff7c58e7deabdd9dccf162ddcd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.013282Z digest=sha256:0745ff64daedea028a35ca6f92d09218d2fe6d1abff36b6e5e67627ab05876ca

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=sha256:2cdc7d928fdcae40e19261d729f0b3a8e9a63419d0d98bb31df62e41a6038430

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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source=pdf_text observed=2026-08-15T23:22:10.022134Z digest=sha256:4d56359a544533d1999b147dc4ccd265e59c557a0fcb797094048a7514a7552e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.026101Z digest=sha256:f34876847220ee2e2ddb1b993ca9603bbafc86e60ea7a721b2b682a7480580e8

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=sha256:2bb77efaa4a653233ffcc2f48907cc54e5d01653a31bd458b2abf53310447820

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.034363Z digest=sha256:8a34dc7ca5296e7656a8c29f6a0df8a9e73ea45707ff7a105f855f748230d5bc

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=sha256:21dfc1e7113e39530d94c628b6e24b60dbb510ef8afe86629584e0215d7bbef8

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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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.042798Z digest=sha256:b1c65bbc302bd9dafc3d23c2293d58c1b420c72214819dd16e58ccad0667a6f9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.046841Z digest=sha256:e960ea09db14d89858c55b5382e7d0337f18b13894b0c7a02dad75d871f37a19

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=sha256:7e80f10b6533d5860ef5cd9b72a9f9797e73eadc4b91d81812f26aeb38bcd449

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=sha256:83d6eb7525fffe98d98991cdcbf4cdd75fa3b94e2ad9a3f244a04ee0c4568616

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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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.061067Z digest=sha256:8f02869050637134b97dd0b0d2c918525b15464484c745145241d22383957118

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:a388673f87b50fb3d002ce90fc1f0acf542f623f019ab6b0a9998b1b7ae2a009

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:e74732361e4e6580d9a839be3a5980fcaf76c94d9f723080d02d7f4e9fe06f34

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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.075020Z digest=sha256:03f2060945b1497b01c84b93946bb109e5a5de4229713c72a8d6570db274f9f6

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=sha256:32fc79fd73263129688ea8fa4936e3047f6e25ef78f9b63c07d147dc8dc88714

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

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.085426Z digest=sha256:200551bb9d43be3d241cc1da7f5642b228f18c7ee08fc0ac3be9c8c8747074eb

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=sha256:9e8fde85260058f12ef510b928e44ebe02476f5eb1be45fde09fbe640deccf09

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=sha256:705333e8a5c87d900e5a5753cf92115bd047e8138c7f7192ba3d2d5b009e92a7

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=sha256:267785ec3aca6c0967791f0abc05ed39ad9cfb576dffb08e3c873fd012c21be7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.105216Z digest=sha256:5c3297176b6365972ec54ca85746883402f1dbf80410d781748fb6ff5b5db3e6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.110355Z digest=sha256:057a3a2636c820c2b28efec9bb681b3ee5bd9df348682eba3c407fe77bec8076

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.116564Z digest=sha256:9b0b420e3f29c5d6070c67d3557f182498bdd3657f0e48262b19daf20cdb72f2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.121450Z digest=sha256:aa8ee739d6414312a86d5576ecae3570fdacb05a36beae01fcdfa427e647d6c1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.126540Z digest=sha256:a3e107b925d3f21deab7ee24c139a9550e20c7936c24aa7195393f294023589c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.132307Z digest=sha256:6fc331a797f3650af4df48636464383e5052e502b6e3d457f54019f540f0fc08

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.137104Z digest=sha256:ff3ba8146cd644cc3ffde2d7bc751245ddd16576c527d7450a11d5c0268e0392

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.141397Z digest=sha256:01c81ac11df0d3d942be17ce9d3880728e13e18b953ff2571932e934020629ff

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.145895Z digest=sha256:7a1b5aba585c3490461a120d0de588fbd14f7a1f798063befdd48b19a027cee9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.150106Z digest=sha256:d3be085e01b172b7287f310b8e24e6732a6469aaee69daa8d4c24adaa656b80e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:10.154218Z digest=sha256:52379e02180ecf43494fd42733e3f55d950d08b6dc8ad13aa64d27c4469cc930

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T23:22:09.980831Z digest=sha256:f3005abf6969a5541fb7e3e9b6c52a1defc7c75988e7d661b687a6908e5af357

Pith citing papers

No inbound Pith citation observations are available.