Paper Citation Record · LEDGER

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.04032.

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

pith.paper-citation-record.v1
2506.04032 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:54:38.281525Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy7
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3b2ad86-3d60-458f-98a4-596c9f0bd8b2 · outbound

This paper cites O., Grant, A.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data O., Grant, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:54:38.760415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0eadf202-d03d-4ead-87ca-15244553ac4c · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.742577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26566595-92af-4443-890c-3678fcf67d1d · outbound

This paper cites and Schulman, K.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data and Schulman, K

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:54:38.723670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a2e73d7e-c994-4703-a769-b6c8a3a71c62 · outbound

This paper cites and Chowdhary, K.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data and Chowdhary, K

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:54:38.705627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 22f49eac-d36d-4e8a-bafa-6f983261d784 · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.689964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9aa0c35-e28a-4da1-ac51-d459ac5fae3f · outbound

This paper cites A., Navar, A.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data A., Navar, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:54:38.672654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cea58e7c-718e-46b0-93d6-86798e29088d · outbound

This paper cites Understanding the planning of LLM agents: A survey.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Understanding the planning of LLM agents: A survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.182256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b434743c-1549-4dd0-af89-0256cedb6bde · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.654769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b48df654-66a8-45a4-bfc8-6d2f6d9ccc56 · outbound

This paper cites A., Schlessinger, D.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data A., Schlessinger, D

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:54:38.637986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d2089229-b190-428e-a234-7b3d34aeaba7 · outbound

This paper cites BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.196663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 904cc9d4-99af-4230-b608-420c1b79e254 · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.622050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7dc0eb44-b429-477a-8cd3-410bcb26a184 · outbound

This paper cites Conversational Medical AI: Ready for Practice.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Conversational Medical AI: Ready for Practice

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.206420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde9fb3c-eb54-42c1-b85b-04165b01106a · outbound

This paper cites Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.211148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bfafbda-7a78-43f3-aef0-cbe3a82b8d6d · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.604561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e02af986-2e24-48f4-9701-0a39ab470f0c · outbound

This paper cites Polaris: A Safety-focused LLM Constellation Architecture for Healthcare.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.221064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2ce0b3c-85ad-48e5-91fa-ff0b68ab8510 · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.586831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a092f51f-19b5-44ce-b3c8-347c92ac661c · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data WebGPT: Browser-assisted question-answering with human feedback

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.231482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5966ee54-5b54-49ba-ad32-cefc262857bb · outbound

This paper cites A Comprehensive Overview of Large Language Models.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data A Comprehensive Overview of Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.236779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e85cc4ea-3a02-42ab-bad7-949f43f53f3c · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.569388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a2512ce4-f0fb-48eb-8f13-49b0b6490cbc · outbound

This paper cites AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.252514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00977ff4-d080-4bdd-9c25-f33236e05c35 · outbound

This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.257620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8034121f-71f4-4d2c-aa8a-a1cd9482860b · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.553748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a82fb689-b179-4c77-90b9-16e2d3a23398 · outbound

This paper cites Towards Conversational Diagnostic AI.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Towards Conversational Diagnostic AI

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.267063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98e68875-112b-4aa6-b773-a9f84b3208f8 · outbound

This paper cites an unresolved cited work.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:54:38.536073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66804a5b-10a1-4a51-9e92-910aef7efb48 · outbound

This paper cites C., Smith, K.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data C., Smith, K

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:54:38.518264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4e10994-4011-4461-8cec-b97076a1f8e5 · outbound

This paper cites R., Kim, J.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data R., Kim, J

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:54:38.500557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.