Paper Citation Record · LEDGER

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.04772.

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

pith.paper-citation-record.v1
2608.04772 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:07:04.818972Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

41 of 41 outbound references displayed

verified exact1
verified fuzzy20
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4990b60c-2d66-4b16-b4ee-90f1cd1df981 · outbound

This paper cites Educational and Psychological Measurement , volume =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Educational and Psychological Measurement , volume =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:11.593109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1de4b10b-ca0e-493d-aaa9-a521c1d39509 · outbound

This paper cites and Meseguer, Jos.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Meseguer, Jos

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:01.284430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b666fda0-5533-4838-aebb-da4512f16d4b · outbound

This paper cites , title =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:01.346788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036dac01-7949-4102-8d03-7954db8b8da1 · outbound

This paper cites and Manski, Charles F.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Manski, Charles F

Reference 4

Resolution: verified exact; doi, observed 2026-08-06T17:07:05.150913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3ef9652-b019-4312-8843-3b5e01afa8f8 · outbound

This paper cites and Rubin, Donald B.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Rubin, Donald B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:01.503183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 624a9320-ffa8-401b-842a-496c5016461f · outbound

This paper cites and De Sa, Christopher and Wu, Sen and Selsam, Daniel and R\'.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and De Sa, Christopher and Wu, Sen and Selsam, Daniel and R\'

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:11.358063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53b92c85-203f-40b3-b93f-87b254e19e1b · outbound

This paper cites and Ehrenberg, Henry and Fries, Jason and Wu, Sen and R\'.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Ehrenberg, Henry and Fries, Jason and Wu, Sen and R\'

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:11.111625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 218c1c31-8828-48a3-8b85-8abf388a366f · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Constitutional AI: Harmlessness from AI Feedback

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:01.756736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 475d2e70-8300-4e34-afd3-0a2382a7be6a · outbound

This paper cites Proximal Policy Optimization Algorithms.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Proximal Policy Optimization Algorithms

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:01.842980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc373efd-3d5b-432f-89d5-8fc36f118545 · outbound

This paper cites and others , title =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and others , title =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:10.875127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95ffe268-8a11-4b84-90e8-34e72016a755 · outbound

This paper cites and Ermon, Stefano and Finn, Chelsea , title =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Ermon, Stefano and Finn, Chelsea , title =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:10.501760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b02766c-7217-4590-82c9-e8a4b44a14a2 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:02.069448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d268fe5-4fbf-486a-a9df-8441e6383e9f · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent HybridFlow: A Flexible and Efficient RLHF Framework

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:02.152744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fcbd209-ff3c-4dbc-9c35-f7b242b0fc2a · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (System Demonstrations) , year =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (System Demonstrations) , year =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:10.242567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dc515e8e-16f2-458a-9497-6ef8ced88006 · outbound

This paper cites Sara and Wei, Jason and others , title =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Sara and Wei, Jason and others , title =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:09.821706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 975bc761-f225-42fb-bd77-e3f2cef94346 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Capabilities of GPT-4 on Medical Challenge Problems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:02.376129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b3535f7-66f6-4658-a7c9-1b24da1e7eb1 · outbound

This paper cites Towards Conversational Diagnostic AI.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Towards Conversational Diagnostic AI

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:02.441460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67bf3a2e-9b41-4408-a1f7-4385a2fe8ca1 · outbound

This paper cites Nature Medicine , volume =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Nature Medicine , volume =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:09.485205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d819dc99-c215-4660-a8f0-65dc0378d3bd · outbound

This paper cites and Khashabi, Daniel and Hajishirzi, Hannaneh , title =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Khashabi, Daniel and Hajishirzi, Hannaneh , title =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:09.242661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 056a008d-ad02-4f1c-8ca1-088efcbde62b · outbound

This paper cites , title =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent , title =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:09.121694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9bf1da76-9072-412e-b752-cac448b11d6d · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track , year =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track , year =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:08.932553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4bd18683-eceb-42fc-acc7-3c6ea3c4f451 · outbound

This paper cites Don't Make Your LLM an Evaluation Benchmark Cheater.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Don't Make Your LLM an Evaluation Benchmark Cheater

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:02.934623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2c6188e-08b5-4a9c-8f54-33a64b70f73f · outbound

This paper cites Qwen2 Technical Report.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Qwen2 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:03.067066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f3a02ef-ba81-4ce4-b554-8dc1ea09b712 · outbound

This paper cites 2026 , note =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent 2026 , note =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:08.741531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8d8224a-0ef9-4b41-a5c8-ef2173c09e7e · outbound

This paper cites an unresolved cited work.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:07:08.521605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b8c7b1a-abcb-464d-b220-105f98b4ccff · outbound

This paper cites an unresolved cited work.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:07:08.332387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cda719fe-69eb-41ff-ac42-a12b22a89497 · outbound

This paper cites an unresolved cited work.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:07:08.172030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c4bddd0c-6412-40ea-b431-f6d75ac73e8e · outbound

This paper cites Qwen3 Technical Report.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Qwen3 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:03.579455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73fa54b6-2574-468d-8140-8ca14afe53af · outbound

This paper cites Scientific Data , volume =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Scientific Data , volume =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:03.658759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cd2935b-a562-4cf8-872e-1e7674e548f6 · outbound

This paper cites an unresolved cited work.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:07:07.950093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f385b17-ff85-4cd4-a4ab-a73471025ced · outbound

This paper cites an unresolved cited work.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:07:07.757259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7dceb7e3-a452-4c66-ae67-ce065dba0665 · outbound

This paper cites and Rutjes, Anne W.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Rutjes, Anne W

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:07.566995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02c1ad7d-9eb8-420a-8a9e-4225632efe0d · outbound

This paper cites and Amaral, Luis A.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Amaral, Luis A

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:07.385548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ba2a7bdf-a7f5-4e67-bffe-2b5a68b0d6bf · outbound

This paper cites Cureus , volume =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Cureus , volume =

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:07.190034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b92fd2c1-4158-493b-84a9-b2270de63bf1 · outbound

This paper cites Agenda-Based User Simulation for Bootstrapping a.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Agenda-Based User Simulation for Bootstrapping a

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:06.942154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 027b2430-bf0b-4769-82fb-04781364193e · outbound

This paper cites Proceedings of the 19th Annual.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Proceedings of the 19th Annual

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:06.656682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 930748f7-2c26-4619-a457-fa77cfb48be6 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2025 , pages =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Findings of the Association for Computational Linguistics: EMNLP 2025 , pages =

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:06.329547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68c9e50d-458c-40b1-bd83-a857ff98f4f8 · outbound

This paper cites and Sin, Jessica M.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent and Sin, Jessica M

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:06.000843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3272c952-4f63-4911-8167-2e24b1c81fcd · outbound

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

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:04.559778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f3242d4-31fc-4a8a-b7a2-77209defbced · outbound

This paper cites Sequential Diagnosis with Language Models.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent Sequential Diagnosis with Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:04.659050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95be9131-205b-4ac5-8962-2e2020960871 · outbound

This paper cites npj Digital Medicine , year =.

Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent npj Digital Medicine , year =

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:05.674173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.