Paper Citation Record · LEDGER

Modeling Distinct Human Interaction in Web Agents

As of 22 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 3 inbound Pith citation observations for arXiv:2602.17588.

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

pith.paper-citation-record.v1
2602.17588 v4

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:17:05.189628Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T11:01:52.613585Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T01:42:02.728018Z

Reference resolution

30 of 30 outbound references displayed

verified exact1
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff7b35b5-6032-4e61-a05f-d2888442519e · outbound

This paper cites task, participants are shown a summary of their annotation, where they can download the data log form if they wish.

Modeling Distinct Human Interaction in Web Agents task, participants are shown a summary of their annotation, where they can download the data log form if they wish

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.186485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 145eeedf-d762-4bf1-b3ad-6457bf1bf797 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Modeling Distinct Human Interaction in Web Agents Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.103696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e97fe5de-68b4-4db9-a35b-7a650ef6635a · outbound

This paper cites an unresolved cited work.

Modeling Distinct Human Interaction in Web Agents Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.107552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742b6de4-4273-4dff-9ee8-4f0f953956a9 · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

Modeling Distinct Human Interaction in Web Agents LLM Multi-Agent Systems: Challenges and Open Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.110864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3dadd0a-9a38-418f-b4d4-7cc959aba83d · outbound

This paper cites TrustAgent: Towards Safe and Trustworthy LLM-based Agents.

Modeling Distinct Human Interaction in Web Agents TrustAgent: Towards Safe and Trustworthy LLM-based Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.114496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b8add1a-e3d8-4d5e-8226-fb413c43fda8 · outbound

This paper cites GPT-4o System Card.

Modeling Distinct Human Interaction in Web Agents GPT-4o System Card

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.118687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70018cd8-f3d6-4714-8cc9-0131219c83df · outbound

This paper cites doi: 10.18653/v1/2024.acl-demos.8.

Modeling Distinct Human Interaction in Web Agents doi: 10.18653/v1/2024.acl-demos.8

Reference 10

Resolution: verified exact; doi, observed 2026-08-02T22:19:24.965644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5d242861-3a0f-417c-9a58-a7df5824c3ab · outbound

This paper cites EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage.

Modeling Distinct Human Interaction in Web Agents EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.132343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f499d41-040b-4bd9-99b6-bd5cc58b1eea · outbound

This paper cites an unresolved cited work.

Modeling Distinct Human Interaction in Web Agents Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.135997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66333aec-973f-4b09-a273-ca7f3bfc7d27 · outbound

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

Modeling Distinct Human Interaction in Web Agents WebCanvas: Benchmarking Web Agents in Online Environments

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.139089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd78011-0c66-46e9-bfe3-40c650a0e2be · outbound

This paper cites an unresolved cited work.

Modeling Distinct Human Interaction in Web Agents Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.142362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 652a46b8-ad84-484b-a15f-52b43d05f73f · outbound

This paper cites Identifying the Risks of LM Agents with an LM-Emulated Sandbox.

Modeling Distinct Human Interaction in Web Agents Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.145401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a968940-f58d-4105-8dc3-dd751bfbc31f · outbound

This paper cites doi: 10.18653/v1/2024.naacl-long.347.

Modeling Distinct Human Interaction in Web Agents doi: 10.18653/v1/2024.naacl-long.347

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.155398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3502fb09-3aa9-46a5-bd79-41b48724fc53 · outbound

This paper cites A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams.

Modeling Distinct Human Interaction in Web Agents A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.159136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe8ae6f2-bf83-4480-a3f0-0e583779315b · outbound

This paper cites an unresolved cited work.

Modeling Distinct Human Interaction in Web Agents Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.162652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27fca374-8632-4f40-a20c-0cf6316d71ed · outbound

This paper cites an unresolved cited work.

Modeling Distinct Human Interaction in Web Agents Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.166305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 926233c2-5306-4695-8499-1dc84a111e35 · outbound

This paper cites ISBN 9798400713064.

Modeling Distinct Human Interaction in Web Agents ISBN 9798400713064

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.175558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e473ce8e-bd6a-447d-9ae8-cb1eab77b138 · outbound

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

Modeling Distinct Human Interaction in Web Agents WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.179149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d7bb9e-9236-4637-af24-b1b95515be64 · outbound

This paper cites CO WCO R P U S: Human-Agent Collaborative Web Corpus A.1.

Modeling Distinct Human Interaction in Web Agents CO WCO R P U S: Human-Agent Collaborative Web Corpus A.1

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.182952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9fb0ab-d155-4f03-bb73-aeeca051796e · outbound

This paper cites • Personalized Interests & Lifestyle : Engagement with entertainment or lifestyle content.

Modeling Distinct Human Interaction in Web Agents • Personalized Interests & Lifestyle : Engagement with entertainment or lifestyle content

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.189628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 787cf85b-45db-4f87-945a-61a6ef54b273 · outbound

This paper cites an unresolved cited work.

Modeling Distinct Human Interaction in Web Agents Unresolved cited work

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.100252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffee5716-7465-4540-a2c4-c56cc9de3a5d · outbound

This paper cites PEER: A Collaborative Language Model.

Modeling Distinct Human Interaction in Web Agents PEER: A Collaborative Language Model

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.148566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e040cb9f-e067-40a9-88d3-448c0caff97d · outbound

This paper cites doi: 10.1007/s10514-017-9677-2.

Modeling Distinct Human Interaction in Web Agents doi: 10.1007/s10514-017-9677-2

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.087627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dba2f34a-9c74-458a-b474-4331e524b9d3 · outbound

This paper cites ISBN 9781450368162.

Modeling Distinct Human Interaction in Web Agents ISBN 9781450368162

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.129093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9171b2a-fb50-4f50-a4a5-4464dcfe60ba · outbound

This paper cites URLhttps://doi.org/10.1145/3415234.

Modeling Distinct Human Interaction in Web Agents URLhttps://doi.org/10.1145/3415234

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.125797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b37bd33-86d4-481d-86d6-6b23982e284a · outbound

This paper cites URLhttps://doi.org/10.1145/3432945.

Modeling Distinct Human Interaction in Web Agents URLhttps://doi.org/10.1145/3432945

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.169267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe2a9b4-d9ed-4a31-a3d1-9e9fae375983 · outbound

This paper cites an unresolved cited work.

Modeling Distinct Human Interaction in Web Agents Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.151859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95eadd1-b187-4eda-8b26-23d99c98c886 · outbound

This paper cites ISBN 9798400701320.

Modeling Distinct Human Interaction in Web Agents ISBN 9798400701320

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-02T22:17:05.172386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23f99164-42f8-4c5f-9782-3779ecb7466e · outbound

This paper cites Chandrasekaran and J.

Modeling Distinct Human Interaction in Web Agents Chandrasekaran and J

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.096562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b9ef8e-7aba-4071-840e-68b403d93624 · outbound

This paper cites Challenges in Human-Agent Communication.

Modeling Distinct Human Interaction in Web Agents Challenges in Human-Agent Communication

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T22:17:05.091738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a23de5f4-d533-4fd2-8534-26be97c4a275 · inbound

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability cites this paper.

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability Modeling Distinct Human Interaction in Web Agents

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:05.086532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c458f1f-f99a-4a6a-a8a6-8b008bb27830 · inbound

Hedwig: Dynamic Autonomy for Coding Agents Under Local Oversight cites this paper.

Hedwig: Dynamic Autonomy for Coding Agents Under Local Oversight Modeling Distinct Human Interaction in Web Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:05.086532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b1703806-ad4c-4b3f-9341-d05f9a6300c2 · inbound

Motif: Discovering and Automating Personal Web Workflows cites this paper.

Motif: Discovering and Automating Personal Web Workflows Modeling Distinct Human Interaction in Web Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T11:01:52.613585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.