Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:37:00.043824Z
Paper Citation Record · LEDGER
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events
As of 16 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.06485.
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
48 of 48 outbound references displayed
- verified exact3
- verified fuzzy23
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 41a6713c-e798-47ed-bc8e-29af8c941a15 · outbound
This paper cites and Naumann, Laura P.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and Naumann, Laura P
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.523426Z
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 b8bfb5ed-765a-48bb-8bfc-7d8824cdce23 · outbound
This paper cites and Walton, Kate E.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and Walton, Kate E
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.514109Z
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 908de7b9-9b3a-4864-a85e-a0757b195e38 · outbound
This paper cites , title =.
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.504843Z
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 4eff553a-a44d-4f77-ae4f-c6bafdaa7783 · outbound
This paper cites and Lucas, Richard E.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and Lucas, Richard E
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.494907Z
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 ee4d02c6-9978-4e4d-a0ba-d062aa97ed12 · outbound
This paper cites an unresolved cited work.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T14:37:00.483836Z
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 e5c7fc36-b2e9-4922-9750-2474ab456bad · outbound
This paper cites and Wood, Alex M.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and Wood, Alex M
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.473004Z
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 44865f62-75e0-41eb-9790-7cd989c61d08 · outbound
This paper cites Journal of Personality and Social Psychology , volume =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Journal of Personality and Social Psychology , volume =
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.463765Z
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 100f2564-1a4c-4a48-bdd2-e283eefc98f2 · outbound
This paper cites 2020 , journal =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2020 , journal =
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.454553Z
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 50900f37-81ce-4d37-b3df-dc1e0bd367ee · outbound
This paper cites , title =.
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.443653Z
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 ce52a377-b2bc-4f46-afe6-16b335d43913 · outbound
This paper cites and John, Oliver P.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and John, Oliver P
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.432152Z
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 91a934e1-873f-4fd4-999f-2871ac6f5827 · outbound
This paper cites and Costa, Paul T.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and Costa, Paul T
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.422878Z
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 ffe1b743-84d7-4728-b35a-d3c9e3ae2e1d · outbound
This paper cites and Demetre, James D.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and Demetre, James D
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.413352Z
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 57da7b4d-6fbc-430b-8310-540461c49530 · outbound
This paper cites , title =.
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.404040Z
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 adcc031d-439f-41fd-a01e-bef832137640 · outbound
This paper cites and Cai, Carrie J.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and Cai, Carrie J
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.394177Z
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 86a30c86-0c16-4124-a6d2-2cf0b36fcbcd · outbound
This paper cites 2026 , eprint=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2026 , eprint=
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.931344Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 979e5200-f60e-4b7b-ae48-9454402adfc5 · outbound
This paper cites P ersona LLM : Investigating the Ability of Large Language Models to Express Personality Traits.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events P ersona LLM : Investigating the Ability of Large Language Models to Express Personality Traits
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.934866Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d981446-f411-42a2-8956-d0d3afa57419 · outbound
This paper cites , title =.
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.378448Z
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 b999df40-c06d-45c8-a003-09ba2367d669 · outbound
This paper cites G en PT : Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events G en PT : Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-15T14:37:00.134736Z
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 894b5697-a942-4b26-9aa1-7bb2659d104e · outbound
This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , pages =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , pages =
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.369184Z
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 7ecdd2f3-7c08-4c47-90f8-e2be62ef5aad · outbound
This paper cites an unresolved cited work.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.947109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 490b8617-5bc1-4532-b955-342d9721018b · outbound
This paper cites Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.950468Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 752381c2-66e1-4416-b77a-b1cb976c2179 · outbound
This paper cites CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.953351Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df56bc20-401c-4a9a-9d18-66520a277fa9 · outbound
This paper cites Personality Traits in Large Language Models.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Personality Traits in Large Language Models
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.957035Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68f30807-1c33-4b20-9d94-34fa322d0a28 · outbound
This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages =
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.359793Z
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 5b2b12c6-9da1-49ab-b26d-6283e1e72d63 · outbound
This paper cites Computational Linguistics , volume =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Computational Linguistics , volume =
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.350085Z
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 eec1cd4b-55a8-4dd1-8cf6-c542e21f58ad · outbound
This paper cites and He, Lin and Xu, Xin , title =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events and He, Lin and Xu, Xin , title =
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.340795Z
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 a58deb9d-8a19-43d9-b94c-ce1b7ad942bc · outbound
This paper cites The Oscars of AI Theater: A Survey on Role-Playing with Language Models.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events The Oscars of AI Theater: A Survey on Role-Playing with Language Models
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.970499Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6004572-03af-43cc-a210-ec890f8dcf1a · outbound
This paper cites Personality as a Probe for LLM Evaluation: Method Trade-offs and Downstream Effects.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Personality as a Probe for LLM Evaluation: Method Trade-offs and Downstream Effects
Reference 28
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T14:37:00.215062Z
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 cd4c6a57-c6d7-4b21-a178-72a87b0d68b1 · outbound
This paper cites Artificial Intelligence Review , author =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Artificial Intelligence Review , author =
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.977421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 507df92f-6acf-4f19-a786-a5510d123643 · outbound
This paper cites , title =.
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.981266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c557c59a-1561-49ec-b2fa-9320c4b9d210 · outbound
This paper cites Journal of the Royal Statistical Society: Series B , volume =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Journal of the Royal Statistical Society: Series B , volume =
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.324676Z
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 1e227969-9afa-4058-a876-9cfbb0452a76 · outbound
This paper cites Life Events and Personality Change: A Systematic Review and Meta-Analysis , journal =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Life Events and Personality Change: A Systematic Review and Meta-Analysis , journal =
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.315473Z
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 99ec92be-939e-4eec-9b4e-a051f2612220 · outbound
This paper cites Personality Testing of Large Language Models: Limited Temporal Stability, But Highlighted Prosociality , journal =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Personality Testing of Large Language Models: Limited Temporal Stability, But Highlighted Prosociality , journal =
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.306140Z
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 eaaac85d-63ca-42e0-8a08-64315d43ffdc · outbound
This paper cites arXiv preprint arXiv:2602.00016 , year =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events arXiv preprint arXiv:2602.00016 , year =
Reference 34
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T14:37:00.200661Z
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 a5e03113-e2e2-4ccc-9596-b622a48a615c · outbound
This paper cites The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:36:59.998437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c7e20a0-bc1a-451a-9605-e4ea4c59b4d0 · outbound
This paper cites A Systematic Analysis of the Impact of Persona Steering on.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events A Systematic Analysis of the Impact of Persona Steering on
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.296465Z
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 7b79822a-c35c-4254-856d-445e4d999d51 · outbound
This paper cites A nna A gent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events A nna A gent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.006519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24626f11-908d-4c20-85b6-d81dfdbbc5eb · outbound
This paper cites From Pattern Recognizers to Personalized Companions: a Survey of Large Language Models in Mental Health , year=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events From Pattern Recognizers to Personalized Companions: a Survey of Large Language Models in Mental Health , year=
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T14:37:00.286742Z
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 a7159016-7964-4fd7-95c1-3db0d913f51e · outbound
This paper cites ACM Comput.
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.013100Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ec240a7-52fc-4d80-b32c-c662ce842051 · outbound
This paper cites Personality development in reaction to major life events , editor =.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Personality development in reaction to major life events , editor =
Reference 40
- Resolution
- verified exact
- doi, observed 2026-08-15T14:37:00.070623Z
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 a95a3781-c667-458a-838f-ebc3b766054e · outbound
This paper cites 2026 , eprint=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2026 , eprint=
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.020107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12156156-3bbc-4020-aff8-fa50eb81fc9c · outbound
This paper cites 2024 , eprint=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2024 , eprint=
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.023379Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 088ff52b-adae-4c0a-a196-97a26ef7eaa6 · outbound
This paper cites 2025 , eprint=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2025 , eprint=
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.026401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 429577c1-a846-41be-9878-ad5a7d492efe · outbound
This paper cites an unresolved cited work.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.029907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c3a32aa-911e-4eb1-9847-92c85d5fdbce · outbound
This paper cites 2026 , howpublished=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2026 , howpublished=
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.033707Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1c4d4eb-270a-4dd2-8f86-7deddd4582fe · outbound
This paper cites 2026 , eprint=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2026 , eprint=
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.036807Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46b50951-5519-448b-971e-d0fc0427c418 · outbound
This paper cites 2025 , eprint=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2025 , eprint=
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.040102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf2c26d5-74b1-45b0-9d83-21de1c2d77e9 · outbound
This paper cites 2025 , eprint=.
Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events 2025 , eprint=
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:37:00.043824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.