Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:17:53.586671Z
Paper Citation Record · LEDGER
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
As of 10 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 11 inbound Pith citation observations for arXiv:2507.16280.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:56:06.611023Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T05:47:41.419232Z
Reference resolution
76 of 76 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved74
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7debf56f-0b70-43ae-8a38-af68c3d689c4 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.075621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4efbfea9-c302-4638-9140-59d81bd95403 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.068667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3847cfbe-24e1-4b5f-859d-f49c1e127fa9 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.061818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 758b47af-1e9a-4186-87e7-ef3f8cb4658b · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.054757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 48a8c45c-b926-4f90-a488-265dcd00da5b · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.047575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e050e27b-2e82-4b57-a739-2e1a3f5ca5e4 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.040910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation edb063a3-e274-49d8-99e3-362c4fce7300 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.033586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 27be13b4-45e2-4dd6-a5eb-e63801a71781 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.026066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 787b6a36-0db2-42ae-89d0-006c226ef2cc · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.018223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9cf992c9-0b02-4789-8286-da2b3af72fd4 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.010204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2c94950a-5434-4227-993d-39ac23b763ee · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.235166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ccee9c1e-a50d-4648-aefa-f133af765fb6 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.228011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 09e802fa-62d8-446a-be02-2c091c063628 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.221288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation af5f68d7-e392-4737-aa70-73b526287022 · outbound
This paper cites Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.408020Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 813d0b9c-adaf-43c0-8644-ef570e5f78e5 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.214355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d42cfce-4439-45bc-81fb-83a7b8a8c69e · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.207792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5770be8b-82c4-4687-b869-9905f65ecf18 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.417112Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c29fb31b-4f0c-47ff-aec0-e9b1fc60fc50 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.200450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f3fc4535-e9e0-45a5-a128-ecac772949f1 · outbound
This paper cites GPT-4o System Card.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry GPT-4o System Card
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.422606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecfde60a-b27b-4687-bd20-5fa899c2a0c3 · outbound
This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.425145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eb78936-c0e0-4d20-a3ad-5673b6065580 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.193563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a689be0a-315c-4a7f-a0d1-99db1effa2bb · outbound
This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.430289Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1870171-ee57-4a0d-a935-12998218591e · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.186835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2675c8f8-f01b-473f-a137-70c42b4ceda8 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.179315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bc234da0-1a68-4819-8151-99ed2d6b141f · outbound
This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Search-o1: Agentic Search-Enhanced Large Reasoning Models
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.438308Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ccfe3ad-7b05-46cf-b356-12028e5c2c16 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.172285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a753dfe7-fcee-4787-8a71-66e4f14257e9 · outbound
This paper cites SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.443101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1544a9ff-1d63-4a0f-88e9-3145e022d436 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.165391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c9f96f7-dde7-4faa-9942-d55ae0588aa5 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.158384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 25f4bc77-926c-4283-96f4-2a1cdf497a6d · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.151719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e1dcdebd-5f13-4f06-ba46-6ce5f5434dc2 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.144491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ac7abb99-6a8a-4d78-955c-dbf63185f5b1 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.137929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dd0c6deb-f980-4dcf-893c-47b99198b869 · outbound
This paper cites Humanity's Last Exam.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Humanity's Last Exam
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.457849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f54e2176-87b9-42c4-973f-02fd5e7f0bd1 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.130773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5ee30425-4c53-4fec-b1d3-9b1ca2b1f780 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.123895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 650b0c8e-1e56-483f-8e78-f729f8e60a99 · outbound
This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.465022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5e6c76f-f8df-4210-91e5-ad256cb6a60e · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.116960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8435c964-b386-4800-90ca-3ce4dfea7ddb · outbound
This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry PaperBench: Evaluating AI's Ability to Replicate AI Research
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.470087Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 421d0951-8a79-4feb-b26c-4e191245e4ed · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.110297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f17a194f-9d50-40af-ac90-23492ccae2f9 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.103604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5f443d75-179f-4e2f-a312-c0039d748f61 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.477103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c7ef63f-33e8-4f12-84d9-a5c67d0c1b52 · outbound
This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.479271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32449522-6801-42e2-9b59-a0669dab8aff · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.097034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ff539f7b-d860-48d8-9feb-7180c75bf0ff · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.089527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a0f3a0a0-64a0-4463-9662-cf3d8947ad48 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.082804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0ce6aeda-9748-46d9-9f57-29cf6b350594 · outbound
This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.488811Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed274865-0848-484a-b5dd-8a7795467577 · outbound
This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.491509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61f54f7e-2f21-486d-8836-57a790e14d0f · outbound
This paper cites DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.493791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a41e46d-7f1f-4f2a-a7fd-1b9decf747c5 · outbound
This paper cites OpenResearcher: Unleashing AI for Accelerated Scientific Research.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry OpenResearcher: Unleashing AI for Accelerated Scientific Research
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:17:53.496212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abc97a51-2568-4ae7-98d3-7bf53502de43 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:54.001300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6d35da7c-eaee-44c5-b520-4a9e440f462b · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.993131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 66a93db8-d2b7-47e8-a39c-8f127dc41f49 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.985255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4366330b-23fd-420a-9a8a-10fafc8002a4 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.977888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2023469e-9e54-4f83-94a6-4b4a9f01ec5b · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.970138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8b8aeee8-1a4a-4cdb-9f2f-632369535c7e · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 56
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.961679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f3417cb9-73a8-4781-9d41-6fdedcca44de · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 57
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.953648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 657fc1f4-e037-4400-ac51-602fc214188e · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 58
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.944742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0b6ccacd-295b-4b8c-a4cd-b45ab6f7f215 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 59
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.935217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3e96a9f-84ed-4d4d-90ac-1914efb6c0db · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 60
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.926357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 57bd9fb1-4f30-4617-bc2a-a320c6bc89b2 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 61
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6035ddc1-e0ed-45f4-9371-dfa7da656351 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 62
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e4167090-c429-4a85-aa54-f40140edf649 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 63
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 658496d1-434d-4637-ad79-d16151bea524 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 64
- Resolution
- unresolved
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 031956db-0396-4475-b13e-bd840f133208 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 65
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.889989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation abf841e7-038a-4161-8e20-71a0a46a9f5e · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.882868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f4eefd4f-d144-4ef0-a158-32364a39ca23 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 67
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7bc68ec0-fe33-4528-b2b1-9ec332c73aba · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 68
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5f5a8c94-6d7a-4417-bb8e-7ba3f1661137 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 69
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.859303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c80c763-a7d0-4f4b-9350-efaf23c1fcd1 · outbound
This paper cites unknown” category in addition to “yes.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry unknown” category in addition to “yes
Reference 70
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f949612f-c375-4eef-8e38-6709e923df85 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 71
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.844377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 14e25ece-d7d6-4200-aa5b-8d0d6df7b359 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 72
- Resolution
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- raw_fallback, observed 2026-08-06T15:17:53.837076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5dc8d428-b50f-4614-ac7f-23a47f60fac2 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.828891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0be95fd9-dd8a-4c5a-aa14-984d69ec321e · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.820073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cced8f9f-746a-48ef-a8b8-fa6c516f8dda · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.812361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f83589c1-50c5-40d3-be8c-384a9ce7e1f5 · outbound
This paper cites an unresolved cited work.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:17:53.804850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 120b5dc5-1834-48bc-9546-7110d27dd014 · outbound
This paper cites id": 1,.
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry id": 1,
Reference 77
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
Observation 77053ef7-0ad3-4000-9422-9ef41ea7db02 · inbound
Characterizing Deep Research: A Benchmark and Formal Definition cites this paper.
Characterizing Deep Research: A Benchmark and Formal Definition ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 42
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 093104ea-5231-4364-8110-36087bd5a93a · inbound
SafeSearch: Automated Red-Teaming of LLM-Based Search Agents cites this paper.
SafeSearch: Automated Red-Teaming of LLM-Based Search Agents ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 62
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 208889a2-d2bb-4ee8-a661-03b1e730bcc3 · inbound
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts cites this paper.
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 10
- Resolution
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- arxiv_id, observed 2026-05-16T14:12:58.706797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation acd4b857-3906-4289-97d5-7ed911cbef95 · inbound
FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights cites this paper.
FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 8
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16eec53e-f625-49f9-8cf6-884348be1f2f · inbound
SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences? cites this paper.
SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences? ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 45
- Resolution
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- arxiv_id, observed 2026-05-11T09:36:03.520818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e0e6c591-fa0f-4536-a350-66d34f38164b · inbound
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery cites this paper.
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:31.422150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d23b6d33-4989-4f02-94dc-f03088c64355 · inbound
ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents cites this paper.
ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 85
- Resolution
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- arxiv_id, observed 2026-05-19T23:57:53.358041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 472f7f6e-c3db-4821-af0b-13d83a010732 · inbound
Evaluating Deep Research Agents on Expert Consulting Work: A Benchmark with Verifiers, Rubrics, and Cognitive Traps cites this paper.
Evaluating Deep Research Agents on Expert Consulting Work: A Benchmark with Verifiers, Rubrics, and Cognitive Traps ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T12:33:16.776361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7430d0fd-6313-4fa4-b62f-e027314db454 · inbound
AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery cites this paper.
AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T04:50:21.711072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3eed8187-4455-40aa-8cff-4db7a500ca1a · inbound
ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence cites this paper.
ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T21:23:59.076511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 30b91610-69e1-44dd-b054-56c5738fbe1d · inbound
Can AI Agents Synthesize Scientific Conclusions? cites this paper.
Can AI Agents Synthesize Scientific Conclusions? ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
Reference 133
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T05:47:41.420928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.