Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:31:04.683003Z
Paper Citation Record · LEDGER
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning
As of 20 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2506.23998.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-14T18:23:25.269217Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-14T18:27:35.950606Z
Reference resolution
27 of 27 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved22
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e09472c3-0c2a-4d82-b64b-7e047bf36711 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.422338Z
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 de6a04c1-67fc-4b09-bf9d-a38af10e6580 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.396901Z
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 0a7c83f5-9e2e-4db8-9419-8d1b15bb24b1 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.375895Z
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 ce32bfb8-d074-4e1b-a580-503150134ab0 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.353964Z
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 e4134884-4902-49ca-9d65-a00ac834a348 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.329127Z
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 930d8121-a08c-42c4-b497-d14f1e58ee0d · outbound
This paper cites Your job is to perform ONLY Step 2.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Your job is to perform ONLY Step 2
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:31:05.304439Z
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 148c864d-851d-48ca-990b-b475439538ba · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:04.823978Z
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 62f6884c-af4b-4102-92d3-de8d5469196b · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.281662Z
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 e6ae3c3a-28e6-4b37-844d-c2bf0304069b · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.257393Z
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 ffc564be-462d-4e20-af90-11655a5f5197 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.234625Z
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 84b093c1-5982-440d-b307-8d990d132eb2 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.214726Z
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 d36946f0-b0e3-4042-baf3-e67ec535cb40 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.193251Z
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 6b4b7644-8e2a-4e47-b3de-683f44e5a914 · outbound
This paper cites Your task is to perform ONLY Step 2.You MUST include unique Quote IDs (e.g., [P1_S002]) with descriptions grounded in the transcript.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Your task is to perform ONLY Step 2.You MUST include unique Quote IDs (e.g., [P1_S002]) with descriptions grounded in the transcript
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:31:05.172854Z
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 9b1f8a04-bcfb-48e4-994d-c4a69b983e38 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.150346Z
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 959ea792-3037-4856-9fc5-33c9d5e16d0c · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.127629Z
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 654e351f-0bc2-4163-8ce2-f134d1dc8ffe · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.097528Z
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 a5992b28-2ba1-4a74-a2e7-913ca3ae9121 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.075724Z
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 fac41b14-8344-4144-a051-776194f579f3 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:05.050102Z
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 88358df5-300b-413e-b848-a32858b92a39 · outbound
This paper cites Initial Codes from Vanilla Identity.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Initial Codes from Vanilla Identity
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:31:05.019301Z
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 174be762-6617-4f25-86a8-bd3e070be765 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:04.990866Z
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 5c610202-ceeb-4348-855f-beddb6007a43 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:04.966732Z
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 4aada8aa-c41e-4571-9999-6c8b479dfb52 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:04.939813Z
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 0bfcf962-41b5-4d67-afb9-8da91a109dae · outbound
This paper cites watchful waiting due to mixed medical recommendations.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning watchful waiting due to mixed medical recommendations
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:31:04.912926Z
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 21b7de4c-2536-45f5-b8ea-91788bf8132c · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:04.886939Z
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 3ffc479c-9a45-4442-9dee-c69fbe73e174 · outbound
This paper cites an unresolved cited work.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:31:04.858721Z
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 f492fc01-1f95-409b-93b9-cbcff993583d · outbound
This paper cites LLM-TA: An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with Congenital Heart Disease.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning LLM-TA: An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with Congenital Heart Disease
Reference 2023
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T21:31:04.798117Z
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 22f0bfa7-8d7d-4e3e-a703-504db0222a9c · outbound
This paper cites TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews.
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:31:04.481518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation c3cb025b-cafa-4b3e-a830-2c4c5d71b970 · inbound
How to Interpret Agent Behavior cites this paper.
How to Interpret Agent Behavior Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T18:27:35.953914Z
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.