Paper Citation Record · LEDGER

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration

As of 6 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2509.21823.

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

pith.paper-citation-record.v1
2509.21823 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T13:37:33.292968Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:24:41.353303Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T16:47:09.623146Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy7
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8da6a221-5c61-4652-a301-5c2e59330421 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.534342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3c608fb2-a7e9-45e3-88a8-ed63ee060645 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.521103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cc3b3100-23b3-4718-a7f0-4724b8b9866a · outbound

This paper cites What is the cheapest flight from Los Angeles to Tokyo using Skyscanner?.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration What is the cheapest flight from Los Angeles to Tokyo using Skyscanner?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:42:39.479371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cfa7ebd9-5a1c-4f47-845a-947e0c9fcabd · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.486741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5ab7417a-bdb3-4006-a1aa-fc373b43f0c0 · outbound

This paper cites You must follow a step-by-step analysis.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration You must follow a step-by-step analysis

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:42:39.490342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 27dfdcfa-317e-4fe1-b8f0-214818f29fe3 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.509625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation faa1f626-5bec-4ee8-95e1-11b4291d713b · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.501078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 37602af1-0c8b-45f1-9f2b-022fa6737399 · outbound

This paper cites Each claim must: - List the supporting step indices.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Each claim must: - List the supporting step indices

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:42:39.497758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c5d33b03-10da-4aef-8108-3347cd2345f2 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.513638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0e38796f-60d1-41ab-bee2-038106c4bdee · outbound

This paper cites [No action history provided].

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration [No action history provided]

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:42:39.483340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 16e17a0b-3324-4e2a-8b41-e1aae44f3b92 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.517599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f7d39db4-7714-461a-b296-e61e556d3e85 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.540867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8f523368-896f-4f76-bbd8-3dac9347f564 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.493965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 222d5d4b-c302-4341-904c-0d4e448b8eb7 · outbound

This paper cites You must follow a two-stage analysis: ### Stage 1 - Filter Evaluator Claims - Carefully review the evaluator claims.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration You must follow a two-stage analysis: ### Stage 1 - Filter Evaluator Claims - Carefully review the evaluator claims

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:42:39.528407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ebd2f96e-4e56-4988-83c7-9c5afdc5ec72 · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.505128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9cf51e9a-be0b-4815-ab4e-47a5f3879b3a · outbound

This paper cites - Mark as contradicted if an evaluator claim directly disproves a policy claim.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration - Mark as **contradicted** if an evaluator claim directly disproves a policy claim

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:42:39.538027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8d618599-014f-4163-9256-5ee9161e0a3c · outbound

This paper cites an unresolved cited work.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-18T13:42:39.543694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation df9f86f4-2f34-4bde-bd32-c21f536d5c85 · outbound

This paper cites - If so, their claims are complementary.

ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration - If so, their claims are **complementary**

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:42:39.524529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 00c66cb7-a69a-48de-8641-9ff1bddea148 · inbound

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants cites this paper.

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-12T10:31:29.764600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e0762f93-04be-4131-937c-e06e73802b65 · inbound

StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents cites this paper.

StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-02T16:47:09.624795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.