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Paper Citation Record · LEDGER

AMA: Adaptive Memory via Multi-Agent Collaboration

As of 3 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2601.20352.

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

pith.paper-citation-record.v1
2601.20352 v3

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T11:02:36.421971Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:52:28.604285Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7db58b3d-c2b7-46ef-bd0d-c9963f828035 · outbound

This paper cites Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent.

AMA: Adaptive Memory via Multi-Agent Collaboration Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:02:47.048426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:e3f518ebc02b0703cf8bebd3d7d219123daa536d370918e46888f8ed80a866b6

Observation 502391cc-2475-49de-9c71-edfd9fea9441 · outbound

This paper cites From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs.

AMA: Adaptive Memory via Multi-Agent Collaboration From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T11:02:47.043275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:ada5b494ee4453e11324bc055a74c87d838c79fbecb02af97ac2811ab53e672f

Observation 72e12994-7acf-410e-b6b4-714ae27f9d60 · outbound

This paper cites Qwen3 Technical Report.

AMA: Adaptive Memory via Multi-Agent Collaboration Qwen3 Technical Report

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-05-16T11:02:47.037618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:526809059d846eff09b740331d85bc75911d424a1f23b0eb106f174e0d83bfae

Observation 3faf7822-d690-428d-8460-ba96e0bd3368 · outbound

This paper cites an unresolved cited work.

AMA: Adaptive Memory via Multi-Agent Collaboration Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-16T11:02:47.274545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:88174084e262805f64093c6a700a3b7f8eb8dadad1822e855145b822824927f5

Observation 9a7ad88c-b479-4230-8db6-846f0bb2b6c0 · outbound

This paper cites an unresolved cited work.

AMA: Adaptive Memory via Multi-Agent Collaboration Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-16T11:02:47.291339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:8ab52c5198ffb2adcd7622e2cdd545f8ad60ca632f7a68280c416e2715016daa

Observation 91baefa2-342a-4bc0-9f9d-4a312453329b · outbound

This paper cites my friend John.

AMA: Adaptive Memory via Multi-Agent Collaboration my friend John

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T11:02:47.298244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:4788a0d0af6ae7d3f5bf0cb317d104921b689a53c0c40a7328071e61cd5f9c26

Observation 24ce22f0-194b-457e-9f71-6978690d5275 · outbound

This paper cites an unresolved cited work.

AMA: Adaptive Memory via Multi-Agent Collaboration Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-16T11:02:47.280990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:26b8bdc86ea2cf1b2f3e21225d10c781f6c490c6f0fd8bc814fcfbc06628e4ff

Observation fc90d107-8e95-44d3-a8d9-38b036698f5a · outbound

This paper cites an unresolved cited work.

AMA: Adaptive Memory via Multi-Agent Collaboration Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-16T11:02:47.284407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:fdf6c6eb0d905d2dee97071549e58a88b0cba420ee14b6ee626963285422d48d

Observation ccef9468-c263-4084-ba31-1282c7429af5 · outbound

This paper cites title".

AMA: Adaptive Memory via Multi-Agent Collaboration title"

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T11:02:47.271549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:b1c3d3b9d42365d22ae6a2cf0dab252877b15931b2a55ad8e9c041d938a7916a

Observation 829628fb-0084-4baa-bde0-372adc2fd43a · outbound

This paper cites an unresolved cited work.

AMA: Adaptive Memory via Multi-Agent Collaboration Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-16T11:02:47.268273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:5e84a73a740a971d66dc6e46d8d1b0d18048ee67ad425946adf5a245145eedcd

Observation 758a6ed3-3fea-4ace-b30b-5b04a9af00ee · outbound

This paper cites an unresolved cited work.

AMA: Adaptive Memory via Multi-Agent Collaboration Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-16T11:02:47.287943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:5e65b413b2e9e1602ee3f2b0223230008c8eed2111a7d4ee68fc52b80d7c3e7e

Observation cc4a4bb3-cfb0-404f-8cf1-7ba397b1c795 · outbound

This paper cites an unresolved cited work.

AMA: Adaptive Memory via Multi-Agent Collaboration Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-16T11:02:47.277667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:244369577978344420a3f80eaed6b5b2166fd67dd81c077929488b40cce28d7a

Observation c7398d18-6f72-45d2-9741-9fc7cf9b2010 · outbound

This paper cites rewrite_query.

AMA: Adaptive Memory via Multi-Agent Collaboration rewrite_query

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T11:02:47.294816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T11:02:36.421971Z digest=sha256:8d7412db56ecf9c1aef07be6ebb289db96aa8fef4926ae4110b5a7a3b46fb108

Pith citing papers

Observation 270646e8-9a59-45ee-b0e6-633bd17093a0 · inbound

Mi-Memory: A Lifecycle Memory Framework for Personal AI cites this paper.

Mi-Memory: A Lifecycle Memory Framework for Personal AI AMA: Adaptive Memory via Multi-Agent Collaboration

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T13:52:28.604285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T13:52:28.604285Z digest=sha256:85bae12901ed76603e7e0b38985410d543efd455d709ed74232d58dc52f81672