Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-20T09:56:16.160551Z
Paper Citation Record · LEDGER
How Far Are We From True Auto-Research?
As of 20 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 6 inbound Pith citation observations for arXiv:2605.19156.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T08:44:29.249579Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
31 of 31 outbound references displayed
- verified exact3
- verified fuzzy10
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch13
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation a3582506-ffb4-4e3f-afb6-c871844271bd · outbound
This paper cites 2026 , howpublished =.
How Far Are We From True Auto-Research? 2026 , howpublished =
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.603026Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1a222e34-ddde-48f5-bd6f-eb7053bbbe01 · outbound
This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.
How Far Are We From True Auto-Research? The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.256337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b139a342-c8da-4164-88d7-9f12489dba3c · outbound
This paper cites an unresolved cited work.
How Far Are We From True Auto-Research? Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T09:58:11.601027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dea112b4-e937-4637-b7ec-d3041b92e416 · outbound
This paper cites 2026 , howpublished =.
How Far Are We From True Auto-Research? 2026 , howpublished =
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.622863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 90883e17-d97e-4f9d-b590-c7555d52ce13 · outbound
This paper cites 2026 , howpublished =.
How Far Are We From True Auto-Research? 2026 , howpublished =
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.627743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b8fc210a-ba54-4c94-b915-0cffda394cab · outbound
This paper cites an unresolved cited work.
How Far Are We From True Auto-Research? Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T09:58:11.598714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 90808f42-bb9b-470d-9d24-f188f81a1859 · outbound
This paper cites an unresolved cited work.
How Far Are We From True Auto-Research? Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T09:58:11.624992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 36ed9794-dfd6-4b21-ae88-5911bd06568d · outbound
This paper cites an unresolved cited work.
How Far Are We From True Auto-Research? Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T09:58:11.604912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5fb539c6-2ab2-4113-8d5e-86f99cacc196 · outbound
This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.
How Far Are We From True Auto-Research? ReAct: Synergizing Reasoning and Acting in Language Models
Reference 9
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.279030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1622ebb1-ead1-4bf8-a2f5-2a86e38cd94d · outbound
This paper cites Advances in neural information processing systems , volume=.
How Far Are We From True Auto-Research? Advances in neural information processing systems , volume=
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.611504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 99c813c1-2961-427b-8577-340f27a7c974 · outbound
This paper cites WebGPT: Browser-assisted question-answering with human feedback.
How Far Are We From True Auto-Research? WebGPT: Browser-assisted question-answering with human feedback
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.261988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bfa4e8e0-8e81-438c-a0c4-37bb850fa61f · outbound
This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.
How Far Are We From True Auto-Research? WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 12
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.226565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b1ffd6c6-6b0e-4605-9e82-81da42125938 · outbound
This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.
How Far Are We From True Auto-Research? Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 13
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.253444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ab16fd6b-1ed1-43ee-8212-039e10455dcb · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
How Far Are We From True Auto-Research? Advances in Neural Information Processing Systems , volume=
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.596398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0f625e52-14e7-4314-a910-83c304338765 · outbound
This paper cites The twelfth international conference on learning representations , year=.
How Far Are We From True Auto-Research? The twelfth international conference on learning representations , year=
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.606898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 30903f54-dd61-4827-bd5c-95a3120c147c · outbound
This paper cites Frontiers of Computer Science , volume=.
How Far Are We From True Auto-Research? Frontiers of Computer Science , volume=
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.620536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation af068e47-a027-4e8d-9063-96c94126e92c · outbound
This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.
How Far Are We From True Auto-Research? The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.269496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4dec0428-d156-444f-81d5-7eee2ba13df2 · outbound
This paper cites Findings of the Association for Computational Linguistics: EMNLP 2025 , pages=.
How Far Are We From True Auto-Research? Findings of the Association for Computational Linguistics: EMNLP 2025 , pages=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.613704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2412e5c4-f8fc-4d01-8a7e-15e455c613a0 · outbound
This paper cites an unresolved cited work.
How Far Are We From True Auto-Research? Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T09:58:11.615811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f6c1a4da-f071-4b86-bc45-8e5bfbe48624 · outbound
This paper cites AgentRxiv: Towards Collaborative Autonomous Research.
How Far Are We From True Auto-Research? AgentRxiv: Towards Collaborative Autonomous Research
Reference 20
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T09:58:11.250431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9d3d2142-eb7d-4ff4-8b8b-ced9c26b255a · outbound
This paper cites MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation.
How Far Are We From True Auto-Research? MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T09:58:11.238700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f05f4a13-68ad-4357-8163-5a251d1de504 · outbound
This paper cites ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
How Far Are We From True Auto-Research? ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T09:58:11.275989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5f4e81b0-4561-4a35-b96a-98a815f18d14 · outbound
This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.
How Far Are We From True Auto-Research? MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Reference 23
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.265272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5120d42e-0965-495e-ab34-3fc304e1390d · outbound
This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.
How Far Are We From True Auto-Research? PaperBench: Evaluating AI's Ability to Replicate AI Research
Reference 24
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T09:58:11.246139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d76499ed-dea9-45b0-925b-505921504ef0 · outbound
This paper cites arXiv preprint arXiv:2505.19955(2025).
How Far Are We From True Auto-Research? arXiv preprint arXiv:2505.19955(2025)
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T09:58:11.272740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 321ddc94-9675-4172-88d5-3f37ac4c7741 · outbound
This paper cites RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts.
How Far Are We From True Auto-Research? RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts
Reference 26
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T09:58:11.242622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3b63700d-e4b1-4e23-9fa4-d130428bdefd · outbound
This paper cites CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark.
How Far Are We From True Auto-Research? CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark
Reference 27
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-24T01:14:19.028324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b86f826a-fc6c-4fa0-a90e-557158c07e3b · outbound
This paper cites arXiv preprint arXiv:2504.09702 , year=.
How Far Are We From True Auto-Research? arXiv preprint arXiv:2504.09702 , year=
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T09:58:11.234616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ce593d77-6fef-4a1e-99d2-e15150a00b5c · outbound
This paper cites 2020 , howpublished =.
How Far Are We From True Auto-Research? 2020 , howpublished =
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.608973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e68bc766-611c-4f34-9e66-115773468631 · outbound
This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.
How Far Are We From True Auto-Research? Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T09:58:11.259495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e8005e41-aa5d-4526-9409-e7d9f6711c2a · outbound
This paper cites 2017 , howpublished =.
How Far Are We From True Auto-Research? 2017 , howpublished =
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T09:58:11.618069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation 765a1c0a-5ff7-4db4-abb5-fd9d32927b6f · inbound
PseudoBench: Measuring How Agentic Auto-Research Fuels Pseudoscience cites this paper.
PseudoBench: Measuring How Agentic Auto-Research Fuels Pseudoscience How Far Are We From True Auto-Research?
Reference 159
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:18:56.482089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 76ece233-eb59-4743-a98f-c1c37eb09873 · inbound
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? How Far Are We From True Auto-Research?
Reference 97
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T16:49:57.826590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d0814f50-e740-476e-9b61-224eccf43f74 · inbound
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? How Far Are We From True Auto-Research?
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T12:32:39.706055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cce6208-a784-4168-8c7c-f1ebcca27b04 · inbound
One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution cites this paper.
One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution How Far Are We From True Auto-Research?
Reference 138
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T05:45:25.072922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2f77d6eb-1ab6-4909-80a8-98012325592c · inbound
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog cites this paper.
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog How Far Are We From True Auto-Research?
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T08:44:29.249579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 320c04e1-765e-44c4-84fa-a0fd6875a043 · inbound
Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops cites this paper.
Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops How Far Are We From True Auto-Research?
Reference 189
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T03:45:55.432408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.