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Paper Citation Record · LEDGER

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

As of 8 August 2026, this Paper Citation Record lists 95 of 95 outbound references and 15 inbound Pith citation observations for arXiv:2506.21506.

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

pith.paper-citation-record.v1
2506.21506 v2

Coverage vector

measured 95 of 95 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:29:59.524939Z

measured 110 of 110 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:17:53.408020Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-19T17:02:40.738472Z

Reference resolution

95 of 95 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved43
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4e69383-36bb-4e4e-ac4f-2e2bc3dc2ab2 · outbound

This paper cites Claude computer use.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Claude computer use

Reference 1

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no resolver link, observed 2026-08-06T22:28:26.670300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:26.670300Z digest=sha256:9371eb6b7a262d1ba47b891916d1fbf1a60394ee106c02134a0b0ed4815f96d3

Observation f7dc1a67-efa9-443e-b360-b692c7094a12 · outbound

This paper cites Claude takes research to new places, 2025.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Claude takes research to new places, 2025

Reference 2

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no resolver link, observed 2026-08-06T22:28:27.042132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:27.042132Z digest=sha256:9c629f57bfea6396af5254ffb766092270cc38646233ab4fb5bdedc4e1522927

Observation 46c25580-c660-45c0-88a1-1a3a0cb7307a · outbound

This paper cites The anatomy of a large-scale hypertextual web search engine.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge The anatomy of a large-scale hypertextual web search engine

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.079885Z digest=sha256:946a972bbbf377b61b32ed3b2dc295c67d76526dc54fb2644c5f4290f02461ec

Observation 078eece3-8922-439b-9e54-2c535e874a70 · outbound

This paper cites Learning to rank using gradient descent.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Learning to rank using gradient descent

Reference 4

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no resolver link, observed 2026-08-06T22:29:27.147761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.147761Z digest=sha256:aa97a29e0e6d0cf499c184bcfcfea3b9086eeb72e14df0366e56fb60a0faa13a

Observation 945ff0ef-95e2-4948-8e1b-41aa02f5ab4e · outbound

This paper cites Teaching large language models to self-debug.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Teaching large language models to self-debug

Reference 5

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no resolver link, observed 2026-08-06T22:29:27.162916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.162916Z digest=sha256:d365cbabce003edf0ea0ad18a4b92396962be4935731f1cf81bc57dac0114522

Observation c18daaff-b161-45b2-b04a-fd156a088e97 · outbound

This paper cites Mindsearch: Mimicking human minds elicits deep ai searcher.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Mindsearch: Mimicking human minds elicits deep ai searcher

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.228933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.228933Z digest=sha256:0dff37c350dab4396afc77d65f4fcbc7553da283a441919b6ea715bafb87fa58

Observation cc15f26c-2ceb-4cea-9d5c-21b1b216636d · outbound

This paper cites Chatbot arena: An open platform for evaluating llms by human preference.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Chatbot arena: An open platform for evaluating llms by human preference

Reference 7

Resolution
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no resolver link, observed 2026-08-06T22:29:27.255551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.255551Z digest=sha256:0218ab9c3fd9fcdfbb91b5e0ec82e17eebfcc2e511a66f4f5be4e83ec752241f

Observation fb5bb952-6772-444b-9d17-b0c2342bc03f · outbound

This paper cites Mind2web: Towards a generalist agent for the web.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Mind2web: Towards a generalist agent for the web

Reference 8

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no resolver link, observed 2026-08-06T22:29:27.271926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.271926Z digest=sha256:33cd5e82ca13d8dc7e29caf9dbcd2d2ade765dbb6a4ff72caecbf03dd26bf630

Observation 060c5d52-96e5-4b03-9bf7-10f115a489f8 · outbound

This paper cites Enabling large language models to generate text with citations.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Enabling large language models to generate text with citations

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.289134Z digest=sha256:3fe39a3c0834b694f44c4161a89bd2b60d779d55b55612df69000b11281d4cbb

Observation 94fe6dae-6ad0-4887-a9e9-692244e81306 · outbound

This paper cites Gemini deep research.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Gemini deep research

Reference 10

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no resolver link, observed 2026-08-06T22:29:27.314911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.314911Z digest=sha256:7956482ebe1d3d27bd6f4ed14d2f54906a10920bcba10906adf1adcedfaba3a5

Observation 9afcbed7-ea73-4687-b1d4-87657153f3e3 · outbound

This paper cites Navigating the digital world as humans do: Universal visual grounding for GUI agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Navigating the digital world as humans do: Universal visual grounding for GUI agents

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.332568Z digest=sha256:94c79066cbeba4a4e56d6e5f74a717028e5c2bdaa43b3fb9f5f4413ce0c34f99

Observation 07fa8209-7bda-4687-a606-60bcfabecc8f · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

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no resolver link, observed 2026-08-06T22:29:27.359617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.359617Z digest=sha256:4690b5b88a6348d994a926dd63b7e29ef32a8c4a3439f67c43036de17db27058

Observation 77db2b35-c5b6-4f2a-82ff-7f4bccbd6e79 · outbound

This paper cites Webvoyager: Building an end-to-end web agent with large multimodal models.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Webvoyager: Building an end-to-end web agent with large multimodal models

Reference 13

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no resolver link, observed 2026-08-06T22:29:27.377490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.377490Z digest=sha256:efb4b750eb8d426b475b7e1550c90cdfc173c35afb9b6b505e583de022abd9dd

Observation 8688cc64-61ee-4df7-bba9-bf77cca8ac0f · outbound

This paper cites Measuring massive multitask language understanding.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Measuring massive multitask language understanding

Reference 14

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no resolver link, observed 2026-08-06T22:29:27.399249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.399249Z digest=sha256:8733e75fd62a06772a848621e908dbbf49b415a244451e94b6b83ea8a9444d1b

Observation 3ec7c802-e491-431d-8cca-69953f487abb · outbound

This paper cites Open deep research.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Open deep research

Reference 15

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no resolver link, observed 2026-08-06T22:29:27.425312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.425312Z digest=sha256:4cf1d03860b3f61eb3de676a1cee23e2b0b359526e7db9446d7139b725b7a721

Observation aee468f0-84fc-4f7c-b033-a271f3f828c2 · outbound

This paper cites OpenAI o1 System Card.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge OpenAI o1 System Card

Reference 16

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no resolver link, observed 2026-08-06T22:29:27.465645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.465645Z digest=sha256:1da578bcac8c439bd32d60ef84f0302ece814f0786509b6cd2738486f35e6ebd

Observation 3f7cbc4d-5086-4cfb-b1b6-76f397bf569d · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 17

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no resolver link, observed 2026-08-06T22:29:27.488444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.488444Z digest=sha256:392c4681a03b09006e1a8666dced9f48bb34bf8d529a4773b444368f52747c1d

Observation 15cc1b1b-7088-4b77-966b-27a7e927622d · outbound

This paper cites Attributionbench: How hard is automatic attribution evaluation? In Findings of the Association for Computational Linguistics ACL 2024, pages 14919–14935, 2024.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Attributionbench: How hard is automatic attribution evaluation? In Findings of the Association for Computational Linguistics ACL 2024, pages 14919–14935, 2024

Reference 18

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raw_fallback, observed 2026-08-06T22:30:05.860327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.514200Z digest=sha256:57fb147c22dcda3d49cd2e9444614d2f72e0142e6c82e3ce942221b49b441d60

Observation 6371cc67-0b33-4c4b-973e-51437ffaa3f9 · outbound

This paper cites Evaluating verifiability in generative search engines.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Evaluating verifiability in generative search engines

Reference 19

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raw_fallback, observed 2026-08-06T22:30:05.704053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.534766Z digest=sha256:53f87cf7b381e8fa9c08b788326df29db918f4fdd6722744bab4e1ca008b770d

Observation 48c6f052-5705-4da0-914b-15dc053c3f1b · outbound

This paper cites Learning to rank for information retrieval.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Learning to rank for information retrieval

Reference 20

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no resolver link, observed 2026-08-06T22:29:27.550284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.550284Z digest=sha256:8132f72a42a53e2120d8e5af600dc4b41718aef3f86912b2bfc7d4ea122a7049

Observation 862a9f96-5931-4f49-98f2-d140c5bf9e3f · outbound

This paper cites Weblinx: Real-world website navigation with multi-turn dialogue.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Weblinx: Real-world website navigation with multi-turn dialogue

Reference 21

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raw_fallback, observed 2026-08-06T22:30:05.555337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.585163Z digest=sha256:abd67379e8ec4d2890e5cb9afb65315abc19ba4b82efdf6fed76b8900a67e5a2

Observation b505eafb-e23f-4d13-b427-b6b8878f4785 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Self-refine: Iterative refinement with self-feedback

Reference 22

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no resolver link, observed 2026-08-06T22:29:27.602163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.602163Z digest=sha256:e6c7f4c52b57fa83063e2a5a8b6b1175006efdb7b6c7d354520129823d3018ff

Observation 18adce98-641b-42d5-b8a4-2d5647658d60 · outbound

This paper cites Gaia: a benchmark for general ai assistants.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Gaia: a benchmark for general ai assistants

Reference 23

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source=pdf_text observed=2026-08-06T22:29:27.624943Z digest=sha256:e9d892676b508102b0697926cc43478b74a76b97a11c27984b7ed861dbcca546

Observation caec9b09-a4c1-4377-85a8-f6187668bc92 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge WebGPT: Browser-assisted question-answering with human feedback

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.653193Z digest=sha256:3a97723909d42782219cd33c79196d36f16edf697c3051ef1295d95911fcda75

Observation 95b309db-25f9-47b4-8521-29cc23090bcd · outbound

This paper cites Introducing ChatGPT search.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Introducing ChatGPT search

Reference 25

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raw_fallback, observed 2026-08-06T22:30:05.417242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.682480Z digest=sha256:83f5244344aedbf54478bd482e6e0b60af616bec9d0c23f9cf1ec6bfc1f42f9c

Observation ce1acd85-143e-4e09-b757-ef3c96aa2f7d · outbound

This paper cites Deep research system card.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Deep research system card

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-06T22:30:05.206592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.706000Z digest=sha256:f2cf67db19939f2dad423deb7eb68485ae771e12fe84fffa90c9045374334e6a

Observation 80ad5ed0-2246-42d7-8543-3289d09e66e4 · outbound

This paper cites Operator system card.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Operator system card

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-06T22:30:05.047909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.724839Z digest=sha256:0d07c49cc42c7487dfcc1687da0e09d2aaaae0fbdf69f63399c55f6f79b528cb

Observation 20b17ed5-d3d8-4c56-bc8c-13a455859939 · outbound

This paper cites Au- tonomous evaluation and refinement of digital agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Au- tonomous evaluation and refinement of digital agents

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.894568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.747305Z digest=sha256:9846088d44d726f524ee1d0d7cca56b4dcc4e37613ca4f001a46285168c99c6a

Observation a0c897fe-696c-41f7-80bb-86e5b51858d5 · outbound

This paper cites WebCanvas: Benchmarking Web Agents in Online Environments.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge WebCanvas: Benchmarking Web Agents in Online Environments

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.766865Z digest=sha256:6f01647e43e48294c364c6454457b3940997d48670830921e2875fe81b9663f4

Observation c88f901d-3808-48d9-a5d2-562067af97c4 · outbound

This paper cites Perplexity ai.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Perplexity ai

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.774817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.788819Z digest=sha256:0cbb7e68439923b59a3565576e57e0773c0dd7a88ff0475a82b409b32cfcf060

Observation cf38e161-1657-4372-af60-cb3768008d13 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 31

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no resolver link, observed 2026-08-06T22:29:27.808110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.808110Z digest=sha256:94c76e4ad5522a8a7462dcd4770ee2594f09099bdacf9c73e58e2ee59b1bbed1

Observation 08ab1669-5ee7-43b1-9b2a-e8a52a91ab4f · outbound

This paper cites A vector space model for automatic indexing.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge A vector space model for automatic indexing

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.664731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.828301Z digest=sha256:3bdab3b8c6065f4debd4f1d82147a6170847789173498781c6ab57746b776026

Observation 1353e5e0-0ed9-4b76-bed9-9b00596ee8fe · outbound

This paper cites Re- flexion: Language agents with verbal reinforcement learning.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Re- flexion: Language agents with verbal reinforcement learning

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.597949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.859421Z digest=sha256:759604fac014cf78a4c00a95557794354003b23df4b6d829bf6334958dcfac15

Observation cc76953b-b897-4aff-b4bb-69c32c1d4c62 · outbound

This paper cites BEARCUBS: A benchmark for computer-using web agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge BEARCUBS: A benchmark for computer-using web agents

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.883469Z digest=sha256:91203f9ead266ac60a9064a20877daa020e099290d3bc604b576f94222ef2535

Observation fe62933c-a7e1-4887-9a5c-4c474bb11fd8 · outbound

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

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.907022Z digest=sha256:2d061d4dd08e429f6e652449616eb32c5747a6ea5f85f35ce7a9147c794c84cd

Observation 0d38bb0d-ff7b-4f2a-af0f-8d3c0b968969 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 36

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no resolver link, observed 2026-08-06T22:29:27.935985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.935985Z digest=sha256:8f5894c4a0b314c3df338d5e2f36c947788dd8b3119f8fde525dbbf4ea63ac0e

Observation 67ef4bc2-ea12-4f28-8d2c-495d0b49cedc · outbound

This paper cites WebWalker: Benchmarking LLMs in Web Traversal.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge WebWalker: Benchmarking LLMs in Web Traversal

Reference 37

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unresolved
no resolver link, observed 2026-08-06T22:29:27.956083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.956083Z digest=sha256:174847e35eea2e9af4ace33e57376aa0f932a591d82fac9126c1a6cf21e6168b

Observation 3141e80a-41ae-47f4-bcbc-c36ffc8100a1 · outbound

This paper cites Grok 3 beta — the age of reasoning agents.https://x.ai/blog/grok-3, 2025.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Grok 3 beta — the age of reasoning agents.https://x.ai/blog/grok-3, 2025

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.525280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:27.975000Z digest=sha256:9c931c49073a50319a6716b2da822f3ec86f12c2a7efc3e5cd6b15bfc0324571

Observation 827aad4c-47ee-4354-8a88-3eae4d29b9d1 · outbound

This paper cites An illusion of progress? assessing the current state of web agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge An illusion of progress? assessing the current state of web agents

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.991226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.991226Z digest=sha256:dc11606655880b6870add949d1d78a44db11cf1af2ecd7aa6fd311dc57d6d183

Observation 47197801-1479-4bf4-aaa4-8b325efd3143 · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Webshop: Towards scalable real-world web interaction with grounded language agents

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:28.006586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:28.006586Z digest=sha256:81159d15d95a8c38401ecb0ea2a102cf4a32b41570ca1500b7536f65f1484c39

Observation 80ee5868-3baa-4a69-a87e-9fa33447ee35 · outbound

This paper cites AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:28.018732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:28.018732Z digest=sha256:c5ef4412cafcbaffca49b397ec37b148da6b9e92dcbfeb73091e2c565a9b00f0

Observation 705d205f-d8f3-49ed-b1ee-ce1a4521d453 · outbound

This paper cites Automatic evaluation of attribution by large language models.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Automatic evaluation of attribution by large language models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.420679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.032646Z digest=sha256:828a7caf420276f07fa1f56f4a3650aef3736ff1087f257709f49893378450d0

Observation 4d96db50-74b5-4782-9ca1-e25340917f14 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:28.060774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:28.060774Z digest=sha256:bef0b15da46f0ef3f64f7c63c6f28ba67855f5c2b51721d8d08cc74d78564973

Observation fdce9813-f876-470a-af51-2a2e6458838a · outbound

This paper cites GPT-4V(ision) is a generalist web agent, if grounded.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge GPT-4V(ision) is a generalist web agent, if grounded

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.304741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.087533Z digest=sha256:645f321db2dec29b2c2f196339d591d3fcedb816f6a4c9108cf4090a0d127d46

Observation 227983c0-dc34-4698-8863-4a103debe549 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:28.106646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:28.106646Z digest=sha256:2ae6e832e33a9d91d753b04791d7fa95dc7912a33a65fbb91de0c73f58dbdad1

Observation 02642e34-db89-4260-b65a-bcfcf1b561bf · outbound

This paper cites Webarena: A realistic web environment for building autonomous agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Webarena: A realistic web environment for building autonomous agents

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.215915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.136672Z digest=sha256:c1dd481c86ea6895404cfa3191711ebfb892e783a804c0b008461451e5a4986a

Observation 0080f611-ca55-43ca-b993-92eb462c61bc · outbound

This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Agent-as-a-Judge: Evaluate Agents with Agents

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:28.162394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:28.162394Z digest=sha256:b2615ff6901e557c67149ec771d58c405751c27c24cbe95029cc98d679b801cf

Observation cb11c950-7894-49c6-8706-df7c93d21c42 · outbound

This paper cites Extract only information explicitly mentioned in the provided answer exactly as it appears.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Extract only information explicitly mentioned in the provided answer exactly as it appears

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:04.104821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.187697Z digest=sha256:4e255e1a7026e532d943f19cf64909ffd24443d9eac82ef1885497926d9517e4

Observation 1d47efda-8700-473c-89c5-8470042c5627 · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:04.004018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.214755Z digest=sha256:3292017c53b3b7404f3f14057454a34112db51e27296ed616e28ced22eff35ea

Observation 6bf3db7c-6188-4f1a-91c3-862ca427a0d5 · outbound

This paper cites Understand it clearly, as it provides essential background for the extraction.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Understand it clearly, as it provides essential background for the extraction

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.875151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.239431Z digest=sha256:c85fb54ee17e74d61a1dcfbf5b2283df365f3cd878f29eab8d53e0ae5210315e

Observation 2411d3ce-c213-4b7e-8c67-4bc9a96eaab0 · outbound

This paper cites Carefully follow those instructions when available.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Carefully follow those instructions when available

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.807637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.273076Z digest=sha256:0bd6f3c0135583feb989f0d2d5f0f3ed83b5f4d812db20000159c25b86aecfb2

Observation 8264ad00-7388-45d5-8e8b-c51a0ed3b1cf · outbound

This paper cites Do not create or infer any URLs.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Do not create or infer any URLs

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.695954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.303479Z digest=sha256:510221efce9e483dd92699f6eb7ea53e3941da54081a628685148830f8f729b8

Observation 9d70b5f6-988c-4f3a-9835-8ba766cbc288 · outbound

This paper cites Ignore obviously invalid or malformed URLs.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Ignore obviously invalid or malformed URLs

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.617739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.354123Z digest=sha256:d7fc969d09f462c89efbb93c92e4571685052d0ccf283d32c6f3b32614e2fbd6

Observation 4766b3f4-02bc-4739-a9ca-aeb6ffbd8a2c · outbound

This paper cites Correct" or.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Correct" or

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.535829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.387923Z digest=sha256:3e0c5b887456ae49b383e7ae46e59caeafb6ba4f92be0d896b47924ef35794a6

Observation abd815fe-bca1-4957-a51a-63217cf9e812 · outbound

This paper cites Use logic, basic factual knowledge, or simple reasoning to determine its accuracy.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Use logic, basic factual knowledge, or simple reasoning to determine its accuracy

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.453120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.405421Z digest=sha256:2bf6ba7042a25ffc92852f874be2a26d31a0baa979b0148784c651c8093763e2

Observation c31ac365-03e4-402d-8b1a-554be7ded1bd · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.370574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.429636Z digest=sha256:c67d40e37d272636952a0ebb4d844601dabdf37b4e3de566cf9aca7df592c1bf

Observation 20c12787-13fb-448a-9863-64c86be1fa32 · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.274816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.452911Z digest=sha256:dba7425e595e3c7cc7d798a418b7423477a0a85864dc7d82f1daab74412bde82

Observation 43692e0f-cf00-4074-940d-ddc97d41a5b6 · outbound

This paper cites fact" is extracted directly from the answer, and the webpage provided is the URL source referenced in the answer. This verification step helps us determine whether the claim or.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge fact" is extracted directly from the answer, and the webpage provided is the URL source referenced in the answer. This verification step helps us determine whether the claim or

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.162501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.476603Z digest=sha256:2a0fb98b21e73a1a322959b62012ecc871335d4d2d04ed951ab88dfff4adfeff

Observation fc4ffc60-988e-47f9-8a23-c570d1a3debf · outbound

This paper cites Carefully examine the relevant sections of both the webpage text and the screenshot.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Carefully examine the relevant sections of both the webpage text and the screenshot

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:03.062990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.491243Z digest=sha256:36576a2fb852bd9e9a07d9f7572268e8257f9b959ca0331ae3c650cfa5eda0ec

Observation 3c0142e3-eab9-4ef8-b4a3-a15525e5597e · outbound

This paper cites Understand them clearly, as they provide essential background for evaluating the claim.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Understand them clearly, as they provide essential background for evaluating the claim

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.967712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:28.514934Z digest=sha256:a31ec65d4850afc47894a418f3822e8e73e2966ec020901c715d2a06719cd769

Observation a2cb18e0-6f19-4c44-8add-848fb83b0d4d · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.892753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.668307Z digest=sha256:d77c8b9b1d0bbe128b3ea017148e0f8402aa156dea321108baf6481cdb6378dd

Observation 6243786a-8127-4f69-a599-a04876c44963 · outbound

This paper cites Carefully follow those instructions when available.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Carefully follow those instructions when available

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.805711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.696743Z digest=sha256:85b1418217836ff1e0e7b5c4b40858f10a556be72129fd0fe0ae246a16e06bd7

Observation d8ba2c98-d2ef-42ea-a8af-6c13268743b2 · outbound

This paper cites All necessary requirements are provided in the task description — please strictly adhere to it to complete the task.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge All necessary requirements are provided in the task description — please strictly adhere to it to complete the task

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.714259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.707026Z digest=sha256:cbe1307d3e86429acbc2515311734090179e35e36ed0b5afda6f46f9b68a28a7

Observation eba8c0c2-f11d-45d2-82a4-5641167d1f01 · outbound

This paper cites In your answer, please include relevant links for each claim and piece of information.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge In your answer, please include relevant links for each claim and piece of information

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.559344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.759784Z digest=sha256:07f07b77bc5a3d5ac124ca5054c609ac2de907601076e175f3d0ce179fddc852

Observation 81793144-01dc-4333-8ac5-8e097680b8d9 · outbound

This paper cites In your answer, please include relevant links for each claim and piece of information.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge In your answer, please include relevant links for each claim and piece of information

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.414825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.864765Z digest=sha256:1c8ac535133dbf4761d15c7eecd80c1dc19c17c1bd9da71624e230aa00b03d11

Observation 9f95b027-9197-447c-8d8b-7ea06b05de35 · outbound

This paper cites All necessary requirements are provided in the task description—please strictly adhere to it to complete the task.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge All necessary requirements are provided in the task description—please strictly adhere to it to complete the task

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.496541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.910668Z digest=sha256:878fb956dfba4746a677885cb931a5cd246ce1186f18f705fcce23990e63c1fd

Observation e2d01f5d-c631-4372-9193-3c0d51db8262 · outbound

This paper cites Do not provide critical information without actual searching.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Do not provide critical information without actual searching

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.634579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.930034Z digest=sha256:fbf77a35f4e510fa75f097a1de3480441a9648b52dcc0bb62119692bf746f68b

Observation 9a811d8f-08a4-40f2-a395-6efbdf57f6e6 · outbound

This paper cites find_llava_commit.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge find_llava_commit

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.331136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.950142Z digest=sha256:8c62bde9028f2b329f192fce5e7a5e5ec2169ad97905da6ca854daaccf87a2a0

Observation 206375a1-9417-4a94-b033-5f3f6065c9b5 · outbound

This paper cites Verify the task reflects real-world scenarios.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Verify the task reflects real-world scenarios

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.266564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.976953Z digest=sha256:4621f120bed46862220f5758c8726685e6106537d0e9b191ba76e93c796040d9

Observation 15c9005d-3b49-4330-8db7-abb47fbeeae7 · outbound

This paper cites nice”, “good.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge nice”, “good

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.189651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:58.994915Z digest=sha256:ce3b394ff7e7103f75dc0dd5478cea4ca9aa3539ad89e47bb7976686886df12e

Observation 7828bb26-0de9-4662-8f5b-0383bf64b22d · outbound

This paper cites Confirm that the task takes more than 5 minutes to complete.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Confirm that the task takes more than 5 minutes to complete

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.131553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.012364Z digest=sha256:7cf0627df60649c96b036f9d675fa9c4c72a513d95374dd71568ed6cf431bd0d

Observation b539ba7a-92cb-4a33-8774-25ea476b70be · outbound

This paper cites list all.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge list all

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:02.057255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.030131Z digest=sha256:8e981b6e5d3a0c26b41a451c23e41830c4dd48458384ef61e93730cd961816b9

Observation b4aa523c-43c5-4c53-b3a4-ac81d13e609c · outbound

This paper cites • Avoid tasks with rapidly changing answers (e.g., stock prices, exchange rates).

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge • Avoid tasks with rapidly changing answers (e.g., stock prices, exchange rates)

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.970077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.048000Z digest=sha256:90739261e7d37c77ac7fd87002234a24782ccb3eca628eaa1a1b44496367ac01

Observation d61c3726-2c77-4da5-a1bd-2d6d1fe55297 · outbound

This paper cites Ensure all or most critical information can be practically located and verified from the URL sources.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Ensure all or most critical information can be practically located and verified from the URL sources

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.893266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.076191Z digest=sha256:e17e2439edc1768c7f3caadef372827b5ea5c0548ee77f39664466002ab823d8

Observation f15cb7d1-b629-421e-be93-e1d1dd513564 · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.781802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.097858Z digest=sha256:2f3705839504205b5677d7be4bff6f18f2cbe45054f6a04894285aba08d2c5ba

Observation 1cc6ae27-b592-4b43-a86f-a8c74d69d75d · outbound

This paper cites • If ground-truth information is necessary for certain criteria, note it down and carefully validate its correctness.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge • If ground-truth information is necessary for certain criteria, note it down and carefully validate its correctness

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.694687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.122935Z digest=sha256:70b0ec06e4c9a8a284fc1d8145335aad64766b8afd18a75c2b665739962a7b17

Observation 31a205cd-d48a-40db-8d65-d94056a269c5 · outbound

This paper cites Understand the task clearly i.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Understand the task clearly i

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.622455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.147616Z digest=sha256:6d3139191e9183e94dd10961ed2655767830daea5d56dffd190320b10180d34a

Observation 562e3d36-d38c-4cbd-8a7a-b4c6a1b2918f · outbound

This paper cites Start recording i.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Start recording i

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.533682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.171142Z digest=sha256:0f1070adebf3041fc30ec74dd53161e07a84b088befc87d34bcf03837a3ea8af

Observation 53341d63-4472-494c-a35a-9bd993410052 · outbound

This paper cites You do not need to summarize every web page you visit.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge You do not need to summarize every web page you visit

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.441570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.187777Z digest=sha256:7e90353fc06decb6a33abc1f872b1793bce192616646571f8e27f2a56be25976

Observation f0c33424-eb1b-4973-8f99-c812c9fe0200 · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.328745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.206891Z digest=sha256:fbda493ffd81db4dfb57c34a57c883068ac6836bb235ec2e57aaec203e33843e

Observation 471e0550-5bd8-4d5d-a998-dc7ea8ca32ab · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.277937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.232470Z digest=sha256:b194f5927abef00d58b8237871b301a41fd2fa195fadcb756bd24e979bfe5ea1

Observation 8ccad0c1-d1c2-4f8f-818d-d5dd6b3603ee · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.217959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.249588Z digest=sha256:7a2286a5753abd7b8f28f0a396c431fe378015b7f4e1a757f81f7e17cc9cc0fc

Observation 197acaf4-274c-45eb-81b1-fbb8bf23cdbf · outbound

This paper cites Export browsing data: i.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Export browsing data: i

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.158016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.271202Z digest=sha256:16ea0c8314b8d34aa967d2a42c014a9441505b6a8a06c2befb981b3a24ce3e57

Observation 1ccbe0e0-dc4a-46ee-ad20-b27afd88b759 · outbound

This paper cites Paste your final answer into the designated Answer column in the provided spreadsheet.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Paste your final answer into the designated Answer column in the provided spreadsheet

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.085356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.310877Z digest=sha256:86d36797ce752e985acb47fb23df94c922f3e38530c2bf4c46cec6ce0f3fc4eb

Observation 8201a39e-53b4-4d71-a8c1-0e66c668d056 · outbound

This paper cites Make sure you fully understand the task criteria, and discuss with us when necessary.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Make sure you fully understand the task criteria, and discuss with us when necessary

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:01.010475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.342238Z digest=sha256:52fc49340defae307f21dc435f0e68861485601a4264ac330493c315e8977066

Observation bf7a130c-c737-4a86-be8b-8693c2810fe1 · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.895198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.364832Z digest=sha256:527d6b9bd6c356d4e44dd22ce0f9f9278d338b0b2f861dab230b8ab4bc8d3149

Observation f15de532-d55d-4ce5-bb0b-1e5de77b0df4 · outbound

This paper cites Your comment should briefly explain what kind of error it is and why.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Your comment should briefly explain what kind of error it is and why

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:00.790464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.381343Z digest=sha256:d4f854096a89185288ba908216210620fbbb1efff6eba142c9c3103624b773b4

Observation 743a748e-760d-4cf9-b503-0221f5f42950 · outbound

This paper cites Correctness Check This section is concerned only with the agent’s full response based on the text.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Correctness Check This section is concerned only with the agent’s full response based on the text

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:00.718172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.395316Z digest=sha256:804fef25faef34903e18aa40c774f14a0abec0cc27424e54a9ce47d6aad1cb1a

Observation b1d39da9-cb67-434e-a55e-9757129d04b3 · outbound

This paper cites I tried but failed to find.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge I tried but failed to find

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:00.626586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.411092Z digest=sha256:49a10b1e965dab6593b6ac72736c2899e0c33d9f3613ada77b14625eaf095349

Observation 2f3b0712-fb79-4e24-bfd9-dce83e6acc2c · outbound

This paper cites find all.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge find all

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:00.525680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.431540Z digest=sha256:49313c597f1b3ddc5c936f4abb528e6abba6b2a67b9bef7d01356457361934e0

Observation 6f013067-b795-456a-bdf5-0b0b7eb53f28 · outbound

This paper cites page not found.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge page not found

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:00.481103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.457590Z digest=sha256:bd5986108a9fc7739d79a23449c21f9de28f44aedd87879952dba91234c0ac44

Observation 57c6e441-9a5f-4dc5-92ec-5d225f3d9280 · outbound

This paper cites For example, in the following answer, a missing source and a valid one are presented.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge For example, in the following answer, a missing source and a valid one are presented

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:00.443018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.486894Z digest=sha256:fb34c198e85a6b02994f379fc23eedd881da6ff1529bee0d52918a43c46a7a26

Observation 5d8943c0-922a-4a61-93b8-2b85137290fd · outbound

This paper cites TODO”. Your task is to replace each “TODO.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge TODO”. Your task is to replace each “TODO

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:30:00.408380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:29:59.524939Z digest=sha256:3a7b93929da58a7ec86d63bacd93e33eb81400918e6f9ead2c3581f019e8ba51

Observation 5bded3ef-1faa-4016-a721-d166691b6104 · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.185224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.185224Z digest=sha256:a7e2b1f446eaf79e6a2aed6cf90d39194e204b839af32934426b4b3feed19351

Observation 89cec4b5-d1b4-4f7f-bb7a-acb377bd11f0 · outbound

This paper cites an unresolved cited work.

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Unresolved cited work

Reference 2025

Resolution
parse uncertain
no resolver link, observed 2026-08-06T22:29:27.445313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.445313Z digest=sha256:6830271ff376b36dc5cb274519900a137680bd77b83331f9705b0c177aae3916

Pith citing papers

Observation af5f68d7-e392-4737-aa70-73b526287022 · inbound

ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry cites this paper.

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.

source=pdf_text observed=2026-08-06T15:17:53.408020Z digest=sha256:570119d8d4b18abafdfc47fba0edf7f417584bbd3f076410805ef2a63d4db9e7

Observation 7592be3c-8ba4-4e30-8d6d-1e4ef8e92ddf · inbound

SCOPE: Stochastic and Counterbiased Option Placement for Evaluating Large Language Models cites this paper.

SCOPE: Stochastic and Counterbiased Option Placement for Evaluating Large Language Models Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T14:45:42.742049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:45:42.742049Z digest=sha256:2cf50519c4e151757c3c56aa41b8585572936fc0fa9c993bf8c6cd5c4ce45070

Observation 7a36dfea-132e-482d-8869-a16c84fa0c96 · inbound

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services cites this paper.

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-03T18:00:20.336385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:00:20.336385Z digest=sha256:ef079d52174fb97dbb763aeaee6ab4092facefda25fc6fd1180ec65b833d748b

Observation e48476ec-e07c-4ed2-b477-ce6a0dd564c2 · inbound

DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation cites this paper.

DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T15:15:21.007465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:15:21.007465Z digest=sha256:fb013a4771985e16b3284cc5ed6e7c33f05170339814c520a6ecb995a895cbf7

Observation d3bb3d08-19c1-465f-90d4-006f1ecf22dc · inbound

Agentic Reasoning for Large Language Models cites this paper.

Agentic Reasoning for Large Language Models Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-17T15:14:26.522389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-17T15:14:25.558878Z digest=sha256:627b4ff36efd5f6bf7eb4c2fafad2451a4602ac76c7994fd802dde1bfdd83761

Observation 20dd5299-2df9-4aa2-b4a3-347238f418c1 · inbound

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories cites this paper.

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-03T01:02:33.277823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T01:02:33.277823Z digest=sha256:33ba37df612dc931532d95e3a71deba7274c64b42ddf8530fe7487b6576dbe83

Observation 38136d85-284c-4824-9ede-25d13200449d · inbound

Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History cites this paper.

Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T22:25:29.061197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:25:29.061197Z digest=sha256:2933cdd76bb284c54ae26365bd5394cfeccbcde9a5fe92c4e9ee0e47cf2f8438

Observation f444b8c7-5a6e-46b7-b067-0c722b838423 · inbound

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents cites this paper.

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:56:11.596460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T03:51:54.310805Z digest=sha256:39e4c135708df8fffded27d0e59f055563a01c9fc43bd61e6096d2481c74e173

Observation deab18df-c9e6-4be5-a69b-4c35cad027d2 · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:21:29.948090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-07T06:30:09.945371Z digest=sha256:588e6f8dc1a8befcc58fc2acc4ef864bfec1afc84eb2bfa5ba780388de6aedf6

Observation 9ec6ae2c-a3e0-4d22-b03b-28e1996875e1 · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:11:16.812447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T03:12:19.414358Z digest=sha256:23be4bf450b7b11c62b2d3b33627c2b4670cd8d4e1f633c8e59ac352d221f0bf

Observation f6435ed5-af9f-408b-8a0c-f6bcc250e3c6 · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-19T17:02:40.740199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-19T16:58:41.558250Z digest=sha256:83df26fa97a0418dba72b8c68c291fb150606564bcba6eeee46b94a9a72927fd

Observation 9b87f82a-31a2-466f-9653-b9d7cade4fb1 · inbound

Sequential Behavioral Watermarking for LLM Agents cites this paper.

Sequential Behavioral Watermarking for LLM Agents Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:47:04.121325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T01:44:13.564389Z digest=sha256:4fa1da87461f2a0ec333f346c65d8e06318e055b1b0db6a19811dafbbf351c0b

Observation 1eb303e8-1c6e-4f4a-9d55-8c59d11874ae · inbound

Sidekick: Designing Communication for Effective Multitasking with Computer Use Agents cites this paper.

Sidekick: Designing Communication for Effective Multitasking with Computer Use Agents Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-01T17:47:09.792660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T17:47:09.792660Z digest=sha256:4830dc7119dd17992e0701bf577c2aa793b5f1bb17ab6ec66af70f55ce2b840f

Observation 3ade04ed-be12-4415-86c1-264402e41451 · inbound

SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring cites this paper.

SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T14:45:41.534787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution cites this paper.

From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

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