Paper Citation Record · LEDGER

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA

As of 20 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2504.21252.

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

pith.paper-citation-record.v1
2504.21252 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:13:27.226501Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T00:23:21.332115Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T00:25:32.880019Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8358f4b-429c-4ed9-960e-20fdf6018770 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:27.954893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f47af16-de93-4082-bafc-48bffe5d1a73 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.759224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea568d5c-6619-4c9a-a7c8-03a53b6fe517 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.763582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a94d6430-2a90-404a-8f5a-e5861cd1ec2d · outbound

This paper cites Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.768648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ebbd797-c543-4667-8932-5a64f35860ef · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Measuring Massive Multitask Language Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.774988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a53093a-906d-4e41-b71c-6d316fd92fa9 · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.780038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0ebc43-2e9d-4e73-af2d-c965807c0eca · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.835333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10327c1-ad97-4e26-8d39-b79fbe08d0e3 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.890467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a06cd2-0956-4ae4-ae78-6944b38ef544 · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.895982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59c23522-6dea-40e2-8871-bfa16ccf470b · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.900901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e728b4f7-aa6a-4925-9b12-cd09170c0d3a · outbound

This paper cites Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.904931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a8b0559-d144-4d79-9862-f9ef7ba80593 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:27.692696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd379900-933f-4068-8180-2ea96fa7f73c · outbound

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

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Capabilities of GPT-4 on Medical Challenge Problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:26.914554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 181d6bad-f54d-4bb3-92d2-8abeecd81db3 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:27.589039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f69e611f-cdde-4a1b-bb80-18d9a8b0fd79 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:27.087043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c45c2681-8808-4116-abb8-94f95fb6da2a · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:27.090964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3456de79-5a3f-43a1-8282-787f5e8e5cc5 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:27.095553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4c8b9a-3573-4277-b282-3dd782e60b17 · outbound

This paper cites an unresolved cited work.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:13:27.455469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b43f627-0860-4cfc-8916-0fae1d19cf8c · outbound

This paper cites How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:27.104383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c75aa3-2296-4c03-85a5-02d66a0cff81 · outbound

This paper cites online" 'onlinestring :=.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA online" 'onlinestring :=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:27.122045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a8e4f70-982d-4b3f-bddf-4c457e2db44b · outbound

This paper cites write newline.

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA write newline

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:13:27.226501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d005f523-241d-4ffc-bf8e-8736c1046117 · inbound

Contradictions in Context: Challenges for Retrieval-Augmented Generation in Healthcare cites this paper.

Contradictions in Context: Challenges for Retrieval-Augmented Generation in Healthcare Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:25:32.882603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.