Paper Citation Record · LEDGER

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2507.00938.

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

pith.paper-citation-record.v1
2507.00938 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:07:01.302180Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact2
verified fuzzy2
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 971995e0-6b81-4b93-8b0f-c2391e55f8f4 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:04.269817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 230aedbb-184f-4cee-8b7d-e0fb56f52bd4 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:04.094302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d200f5f-bc43-48e8-9310-74b039106b74 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:03.839005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 450eb278-3204-4772-8fdc-8c2a23d97ece · outbound

This paper cites Mind2Web: Towards a Generalist Agent for the Web.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Mind2Web: Towards a Generalist Agent for the Web

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:58.385337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efc7f53-2958-4c46-8c45-7fb621d90484 · outbound

This paper cites Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:58.514875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91489155-5e5b-420a-9613-292344b9b652 · outbound

This paper cites Multimodal Web Navigation with Instruction-Finetuned Foundation Models.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Multimodal Web Navigation with Instruction-Finetuned Foundation Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:58.617731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84155b5-21ec-4b04-b40d-0c19dd3ed4cd · outbound

This paper cites REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:58.722216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 203293c8-6b95-48f6-b828-4e47b0c5f813 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Gemini: A Family of Highly Capable Multimodal Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:58.797797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 673bbabb-95b6-480b-9581-a8396e1812b6 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:03.707981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8b27473-456f-447e-8a2d-92514fed882e · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:03.570058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc8e596f-9866-4dd5-ad0b-4a8d881a1d86 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:59.085870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e1ddd7-e55b-418e-a758-d19d8177b8db · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:03.423756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ddfa737c-b9f1-45bb-b529-ab6caba646e6 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:03.296347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8e5f0c81-ae3b-4ddc-909c-c0c9fd3447b9 · outbound

This paper cites SeDi-Instruct: Enhancing Alignment of Language Models through Self-Directed Instruction Generation.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks SeDi-Instruct: Enhancing Alignment of Language Models through Self-Directed Instruction Generation

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:07:01.732968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c8654ad-056c-4cc8-aaaa-134fe56dcace · outbound

This paper cites Xu, Siva Reddy, Quentin Cappart, Graham Neubig, Ruslan Salakhutdinov, Nicolas Chapados, and Alexandre Lacoste.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Xu, Siva Reddy, Quentin Cappart, Graham Neubig, Ruslan Salakhutdinov, Nicolas Chapados, and Alexandre Lacoste

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:03.143676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26ce519b-d0fa-4978-b978-ae6b0ee10ca1 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:59.481703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6deef4e-7669-4f5b-a612-955d6b6664ac · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:03.033744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa9e8547-f408-47df-9ffc-6ce14559de34 · outbound

This paper cites GPT-4 Technical Report.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks GPT-4 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:59.660213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15892945-457a-4b88-815f-26bc23df6736 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:02.928943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3eda7f96-abc0-4e58-b139-3410999d46f7 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:02.825051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc666119-a8a6-4c63-96d3-d46d29a319df · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:02.716850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b91df10-dc09-4dfd-9580-334cbcf7da20 · outbound

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

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks WebCanvas: Benchmarking Web Agents in Online Environments

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:59.958480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation effc1021-b26f-443b-9817-01e1be87f6db · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:02.596927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 433ec601-ba81-408c-aa8d-adaffee93a61 · outbound

This paper cites From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:00.130862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1a9214-198b-401e-a3b3-2e8875fe6751 · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:00.233864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65098cad-b60d-42d3-accd-e94a7f6287f1 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:02.469742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0f55722-b8f1-4a69-9e4e-41b3230a89fc · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:00.403373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87d8487-fdfd-4dbd-857a-ee274d57d220 · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:02.314376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2aaccea3-73b7-4a7e-8ac4-1d5e0bc94222 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks ReAct: Synergizing Reasoning and Acting in Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:00.572050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4287481-466a-4664-87f8-d8a0251a1e05 · outbound

This paper cites Survey on Evaluation of LLM-based Agents.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Survey on Evaluation of LLM-based Agents

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:00.648015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebdc9f2f-9697-4dfd-ada6-e05f4dbd089f · outbound

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

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:00.724974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 312bf48f-719e-4ddb-92e1-1c2548378e4b · outbound

This paper cites LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:07:01.480628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8298c330-1e9d-4033-b3bc-6b8a5c27df3e · outbound

This paper cites an unresolved cited work.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:07:02.144468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59385f6d-09a7-4f24-9f78-8e94281f5b9c · outbound

This paper cites GPT-4V(ision) is a Generalist Web Agent, if Grounded.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:00.969431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205c2e22-49e3-4746-8755-023492b830e3 · outbound

This paper cites Xu, Haozhe Li, Hang Lv, Amanpreet Singh, Alexander Ratner, Anca Dragan, and Chelsea Finn.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks Xu, Haozhe Li, Hang Lv, Amanpreet Singh, Alexander Ratner, Anca Dragan, and Chelsea Finn

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:01.965035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c75e065-9a08-4eb2-853d-bab32c729b5a · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:01.112813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5191fdb2-24f6-426f-989a-6df277629c16 · outbound

This paper cites online" 'onlinestring :=.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks online" 'onlinestring :=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:01.213385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b128407-38f3-466c-a491-b31d9e538347 · outbound

This paper cites write newline.

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:01.302180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.