Paper Citation Record · LEDGER

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2606.02215.

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

pith.paper-citation-record.v1
2606.02215 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:20:13.991921Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:35:58.040213Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f47b0b6-d94f-46d4-8663-16622d2f6554 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes MemGPT: Towards LLMs as Operating Systems

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T23:26:22.807465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09b01bac-cd26-4552-ad37-23c1c4b9fa62 · outbound

This paper cites RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T23:26:22.814833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf6c9886-7222-43bd-aceb-8016ad14aa7c · outbound

This paper cites Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Reference 3

Resolution: malformed identifier; local_arxiv, observed 2026-07-01T23:26:22.811156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac3c8ebd-3e01-42c5-9b52-7603fc3fad0c · outbound

This paper cites an unresolved cited work.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da6948b8-8239-4a6c-96ae-b72b560cf2cf · outbound

This paper cites an unresolved cited work.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199df0a9-bd5f-456d-88ef-b73d2ca4a595 · outbound

This paper cites an unresolved cited work.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e8d763-2a23-4141-82b6-09e9776b62c0 · outbound

This paper cites Instructions:.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Instructions:

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 829371b9-7560-4a9d-ae80-6293666cb6b7 · outbound

This paper cites an unresolved cited work.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef2c0dc-8ba1-40fa-8886-af2af36d5b55 · outbound

This paper cites an unresolved cited work.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c6297d-b64a-4ec3-8dd9-de9e0809fe52 · outbound

This paper cites an unresolved cited work.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0aa880d-57a1-44fa-b224-ba76e3016259 · outbound

This paper cites an unresolved cited work.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc420271-8337-4b6a-8085-651e82e38259 · outbound

This paper cites Understandable: CHOICE Meaningful: CHOICE Usable: CHOICE Trustworthy: CHOICE.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Understandable: CHOICE Meaningful: CHOICE Usable: CHOICE Trustworthy: CHOICE

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d7bb34f-96a0-4737-9e36-44de4f17c789 · outbound

This paper cites Model Macro-F1 (%) Macro-Acc.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Model Macro-F1 (%) Macro-Acc

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31a05a4-0bdf-4ac5-ac25-85a4cb2d9f46 · outbound

This paper cites Needs More Ratings.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes Needs More Ratings

Reference 14

Resolution: verified exact; doi, observed 2026-06-28T14:22:17.919696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation baf0b4bc-6c33-419c-be7d-632285ec9703 · outbound

This paper cites search",.

Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes search",

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T14:20:13.991921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 82526226-61e4-4d2c-9a7d-97fc547286d9 · inbound

Self-Improvements in Modern Agentic Systems: A Survey cites this paper.

Self-Improvements in Modern Agentic Systems: A Survey Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T06:35:58.040213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.