Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-20T06:01:26.699365Z
Paper Citation Record · LEDGER
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
As of 16 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 3 inbound Pith citation observations for arXiv:2605.19952.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T15:02:25.905683Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
34 of 34 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved17
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8497e26f-cfad-47ac-8cf6-a46f1485d252 · outbound
This paper cites Only extract entries that contain novel factual information (events, activities, plans, preferences, relationships, specific details like names/titles/numbers).
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Only extract entries that contain novel factual information (events, activities, plans, preferences, relationships, specific details like names/titles/numbers)
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:06.009850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cdc3141c-dd4d-4042-a793-70a511797ae5 · outbound
This paper cites source_dialogue_ids.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory source_dialogue_ids
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:06.013097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3e01e484-33ea-49ef-9ebf-04c3f3c28029 · outbound
This paper cites Always use the person's actual name.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Always use the person's actual name
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:06.002038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4c64dd5a-7fd6-4ae4-9dc2-8095c9746430 · outbound
This paper cites yesterday.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory yesterday
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.974106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b692c769-e800-4aca-9726-4692038e79ab · outbound
This paper cites If one dialogue mentions 3 activities, create 3 entries.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory If one dialogue mentions 3 activities, create 3 entries
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.977162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6e23c0af-3f72-4b76-967e-3f32c4c0c187 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.983375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7983bb0d-b920-43b4-affc-2419349e08e7 · outbound
This paper cites 25 minutes on, 5 minutes off.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory 25 minutes on, 5 minutes off
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.992279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c0225f36-03fc-43ac-bb6e-749d07c692cd · outbound
This paper cites lossless_restatement.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory lossless_restatement
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.967674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c1955aa6-4380-4dcb-8d92-20669a16140d · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.950987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b2d305dd-784f-4a80-8374-023d13145d99 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.980363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b4e539d3-f824-4258-8d21-80e9ea8a5bd3 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.953103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aa910ba1-58b8-4775-a0b9-b1619542817b · outbound
This paper cites question_type.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory question_type
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.986424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f942a47c-73b5-4161-beab-98d7c109e89f · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.948288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 47ce01e8-8f81-4ae3-9604-1ff2875d321f · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.999016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2f6d9bc9-fae5-45a7-a0d2-9ff8592e9ee5 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.932764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 417ea4f8-b743-4cd6-bf2d-e1af5ae553af · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.920063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 41ebc973-bca7-4373-aa67-2df63304a0f9 · outbound
This paper cites reasoning.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory reasoning
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.916713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 99853519-6621-4914-a5c0-596b60a1f50a · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:06.006044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5ca6fef3-ce5e-44d0-93df-65441fa57225 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.989086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0664fa08-6f72-4160-8c21-f70049a7e02d · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.971085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2219d1ca-bcf2-4943-938d-fc2a6c6be1cf · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.962054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a221442d-6657-4aa7-b1de-a431edb47722 · outbound
This paper cites keywords.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory keywords
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.927258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 743f9e69-9a87-4205-af53-9164a40b66d7 · outbound
This paper cites Not mentioned.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Not mentioned
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.944999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 20b8d498-1589-4788-adb0-9f234f25cae3 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.935826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dab2c08b-2d97-4e1f-a383-1b152e18706e · outbound
This paper cites card game about exploding cats.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory card game about exploding cats
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.909159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7c32aa6c-b61f-4b7a-b1c3-d8f0c514dba3 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.964608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2eb9bfc3-b099-40cb-b99f-8e1156288a45 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.942057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2bcad0ce-983d-497f-9cc5-9556d843bafd · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.912913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f324c2b2-e091-4780-8d07-c63b7f191c58 · outbound
This paper cites an unresolved cited work.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:03:05.956381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 188a195d-10e0-4fb7-8b51-e2e2d1d6b59f · outbound
This paper cites adopting children.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory adopting children
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.923999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ed1e1b09-3275-4e77-afb6-bc9023cd8948 · outbound
This paper cites It must contain highly relevant information that is topically aligned with the user's intent.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory It must contain highly relevant information that is topically aligned with the user's intent
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.939300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eb9aa97d-86de-47dc-86c4-871cfaac0022 · outbound
This paper cites Key Signal.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Key Signal
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.959268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1b6e476e-cc66-41e1-9d45-f61764ebc741 · outbound
This paper cites Even if brief, it must convey the essential message required by the question context.,→.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Even if brief, it must convey the essential message required by the question context.,→
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.995604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04a74f54-b14d-4831-99f6-42a2b997e5cf · outbound
This paper cites Afternoon.
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory Afternoon
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:03:05.930054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
Observation b7ea2d83-9170-4f0f-af16-3dd440f05edc · inbound
Profile-Graph Memory for LLM Agents: Implicit Cross-Entity Traversal through Narrative Profiles cites this paper.
Profile-Graph Memory for LLM Agents: Implicit Cross-Entity Traversal through Narrative Profiles Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:38:28.707822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f74f75e0-2e2a-4d59-bc8d-fefd540509e6 · inbound
Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings cites this paper.
Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:18:03.828041Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ee73186-878a-4e5c-94db-57a487b86d86 · inbound
TransMem: Transforming Hidden States into Memory for Large Language Models cites this paper.
TransMem: Transforming Hidden States into Memory for Large Language Models Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T15:02:25.905683Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.