Paper Citation Record · LEDGER

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support

As of 20 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2501.06193.

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

pith.paper-citation-record.v1
2501.06193 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:02:42.029393Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

27 of 27 outbound references displayed

verified exact7
verified fuzzy2
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6535e8e0-8f6f-4ed3-93b2-f7bb653a0eeb · outbound

This paper cites H., and Grosse, E.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support H., and Grosse, E

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:02:42.525072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d1eafd6f-ea74-4705-9b49-699b7d70975f · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:02:42.514231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6ee0600f-4f4c-4c56-be2c-96a9bf2e4845 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:02:42.505879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ed7db405-0670-4cc6-8d4d-d2e8cd4dd8a2 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-11T05:02:42.118746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a0994bd0-cc1a-4e44-8169-27537294e2bd · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-11T05:02:41.957176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d33ddb-f583-416b-819c-a7528e753e8a · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:41.960714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6616c794-ddeb-49e2-9875-458edda656e6 · outbound

This paper cites S., Shyur, H.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support S., Shyur, H

Reference 7

Resolution: verified exact; doi, observed 2026-08-11T05:02:42.110388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7174702c-bb5e-4c39-8a7a-fbd3be917e36 · outbound

This paper cites and Patel, B.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support and Patel, B

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:02:42.495748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5443fe2e-a66c-41cc-8819-a5756a675520 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-11T05:02:42.100998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c1b39020-6d46-44a0-8f25-88da795705d8 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-11T05:02:42.092419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cac00a81-48d1-4e62-b5c1-a09d810fff46 · outbound

This paper cites 1080/1331677X.2018.1543054.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support 1080/1331677X.2018.1543054

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T05:02:42.335366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ccaab05c-3e77-42ef-9909-fdd873ee6cdd · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-11T05:02:42.083626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fd22f13f-0f3f-4076-9527-56ca117ea4a7 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T05:02:42.074202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 120d261d-a367-4073-9c6a-b288cdd23958 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:41.987523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4059dc2e-31c5-41c3-b213-78112de0ad86 · outbound

This paper cites J., Ting, D.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support J., Ting, D

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:41.990583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dd6b62c-5012-4371-8b76-0d357a69de6e · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:41.993453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a89ec01-13df-4e5a-a417-672369031c48 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:41.997159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59859dba-17ea-430a-bc3a-c2a888747a29 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T05:02:42.053643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f381cc60-bb01-499b-9a77-df1d185270e4 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:02:42.485356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 42eeb578-c6d5-4f6e-b867-3240c1cce749 · outbound

This paper cites Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:42.004875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 673f84ce-e1ec-4d9c-b010-a7c5221a8340 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support ChatDev: Communicative Agents for Software Development

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:42.007611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99df07e0-fd7d-42c7-a3d4-8f4ccdb20267 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:02:42.476079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 94a2b43b-c93a-4591-93bc-9c50b176d249 · outbound

This paper cites Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:42.013978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7167e183-d187-4f19-b3d8-ccef8de4d7ce · outbound

This paper cites In-Context Principle Learning from Mistakes.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support In-Context Principle Learning from Mistakes

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:42.018226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ee0216-9f8d-407f-83ad-28bce3fafc00 · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:02:42.466472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7b4c41ab-d34d-41cf-8f0f-33a8b910866e · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:02:42.456898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d9062015-8284-4368-b2de-53708028998e · outbound

This paper cites an unresolved cited work.

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:02:42.447191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.