Paper Citation Record · LEDGER

PAFFA: Premeditated Actions For Fast Agents

As of 18 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2412.07958.

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

pith.paper-citation-record.v1
2412.07958 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:27:13.362822Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

21 of 21 outbound references displayed

verified exact0
verified fuzzy13
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9dcf00bd-9ea7-4fb6-b053-e5578030a650 · outbound

This paper cites URL https://www.selenium.dev/documentation/webdriver/.

PAFFA: Premeditated Actions For Fast Agents URL https://www.selenium.dev/documentation/webdriver/

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.789483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dda20c96-1abf-48e2-9917-b5fdeff83de3 · outbound

This paper cites Claude 3.5 sonnet.

PAFFA: Premeditated Actions For Fast Agents Claude 3.5 sonnet

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.771960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a4821326-af94-40d2-9d20-3bb4138052e7 · outbound

This paper cites Zhao, Yanping Huang, Andrew M.

PAFFA: Premeditated Actions For Fast Agents Zhao, Yanping Huang, Andrew M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.753707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f31b3aef-2fa8-4cef-a0b5-b0a69fccac56 · outbound

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

PAFFA: Premeditated Actions For Fast Agents Mind2web: Towards a generalist agent for the web

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.735738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13563960-db58-4c17-a5a2-86e2d616a3d5 · outbound

This paper cites Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, and Aleksandra Faust.

PAFFA: Premeditated Actions For Fast Agents Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, and Aleksandra Faust

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.717309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db1a9591-45ff-4782-9c33-fadad6207f5c · outbound

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

PAFFA: Premeditated Actions For Fast Agents Webvoyager: Building an end-to-end web agent with large multimodal models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.699124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 341567cf-c0c1-4b6a-a42f-33ac16e46019 · outbound

This paper cites Deberta: decoding-enhanced bert with disentangled attention.

PAFFA: Premeditated Actions For Fast Agents Deberta: decoding-enhanced bert with disentangled attention

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.680004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4974ad33-78d7-457b-8d16-0af243e56b58 · outbound

This paper cites Tptu-v2: Boosting task planning and tool usage of large language model-based agents in real-world industry systems.

PAFFA: Premeditated Actions For Fast Agents Tptu-v2: Boosting task planning and tool usage of large language model-based agents in real-world industry systems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.659128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4050a909-1748-488c-80f0-d30d623d4010 · outbound

This paper cites Markuplm: Pre-training of text and markup language for visually rich document understanding.

PAFFA: Premeditated Actions For Fast Agents Markuplm: Pre-training of text and markup language for visually rich document understanding

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.634420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 81bd5602-34a3-4e4f-ab58-0140962b3391 · outbound

This paper cites Reinforcement learning on web interfaces using workflow-guided exploration.

PAFFA: Premeditated Actions For Fast Agents Reinforcement learning on web interfaces using workflow-guided exploration

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.609737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation afc5c58c-9993-4c32-9bcb-ec7bc3735c99 · outbound

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

PAFFA: Premeditated Actions For Fast Agents Weblinx: Real-world website navigation with multi-turn dialogue

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.588876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 61eb22cb-0709-4d7f-baf3-8b49d8ed350e · outbound

This paper cites LASER: LLM Agent with State-Space Exploration for Web Navigation.

PAFFA: Premeditated Actions For Fast Agents LASER: LLM Agent with State-Space Exploration for Web Navigation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:13.309680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69a8ba11-0a93-4eb8-bcf1-384c65925ae1 · outbound

This paper cites FLIN: A flexible natural language interface for web navigation.

PAFFA: Premeditated Actions For Fast Agents FLIN: A flexible natural language interface for web navigation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.567968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fbd05432-d4a1-4c2e-88de-96663c052be6 · outbound

This paper cites Autonomous Evaluation and Refinement of Digital Agents.

PAFFA: Premeditated Actions For Fast Agents Autonomous Evaluation and Refinement of Digital Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:13.321471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de7672c3-e57b-4343-9600-5e9ef224836c · outbound

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

PAFFA: Premeditated Actions For Fast Agents WebCanvas: Benchmarking Web Agents in Online Environments

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:13.327106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e92255-608e-4792-b783-0d07641baaf9 · outbound

This paper cites From pixels to ui actions: Learning to follow instructions via graphical user interfaces.

PAFFA: Premeditated Actions For Fast Agents From pixels to ui actions: Learning to follow instructions via graphical user interfaces

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:27:13.546397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2754dabb-7d59-4690-98bf-10dc38a1fe9c · outbound

This paper cites Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control.

PAFFA: Premeditated Actions For Fast Agents Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:13.339259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72587f66-a44f-4e45-95f4-3818d5f717b4 · outbound

This paper cites write newline.

PAFFA: Premeditated Actions For Fast Agents write newline

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:13.345337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78e6041-9ae8-4d5a-be46-b714092cab7f · outbound

This paper cites @esa (Ref.

PAFFA: Premeditated Actions For Fast Agents @esa (Ref

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:13.352132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a02e4e-7403-42d5-85a6-0da744e7f09b · outbound

This paper cites an unresolved cited work.

PAFFA: Premeditated Actions For Fast Agents Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:13.357677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b23a5f3a-7bf6-4166-bf7b-71c55a080229 · outbound

This paper cites an unresolved cited work.

PAFFA: Premeditated Actions For Fast Agents Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:27:13.488820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.