Paper Citation Record · LEDGER

Large language model as user daily behavior data generator: balancing population diversity and individual personality

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.17615.

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

pith.paper-citation-record.v1
2505.17615 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:49:34.817826Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact2
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5d30c7d-3d3b-4cbf-9218-f2773a682f30 · outbound

This paper cites Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.848526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d7a320-9216-42b1-b398-9516af6dcd23 · outbound

This paper cites Language Models are Few-Shot Learners.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Language Models are Few-Shot Learners

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.941974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e01052-9470-4efd-96f6-d3e0f8c31f93 · outbound

This paper cites Mixture of Soft Prompts for Controllable Data Generation.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Mixture of Soft Prompts for Controllable Data Generation

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:49:35.540833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8662b5dd-f0e2-480a-a802-5595f987abe7 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:38.086729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99ddc439-dfbb-4055-9de1-357e544ff6be · outbound

This paper cites Intelligent Virtual Assistant knows Your Life.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Intelligent Virtual Assistant knows Your Life

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.202301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa974d13-2494-411d-bf04-520a1dd69ce9 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.358824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9488f7e-d3fa-43cb-b64a-d3d58c36062e · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:37.939029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3194792-9722-4cb2-b658-0342e2ad27dc · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:37.812735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c34bdd3-b630-437f-9e0f-449b894bdbf8 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.738419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8564b742-b984-4da7-a383-af893fb4cf71 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.869420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0482f991-d3b6-42f4-962d-d53bc937ab72 · outbound

This paper cites DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models.

Large language model as user daily behavior data generator: balancing population diversity and individual personality DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.041164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718cf715-fd95-4732-adfe-396bcc8a5015 · outbound

This paper cites Generative AI for Synthetic Data Generation: Methods, Challenges and the Future.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Generative AI for Synthetic Data Generation: Methods, Challenges and the Future

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.146891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50eccd84-e33b-4046-b969-8c743e6e5a75 · outbound

This paper cites Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:49:35.225470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b34bcca-ebfa-4083-92d7-bace51d34873 · outbound

This paper cites AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators.

Large language model as user daily behavior data generator: balancing population diversity and individual personality AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.388894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a237d3d-ee11-414f-ab97-17c0c509bb1b · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:37.690315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c904490e-8610-4c91-ab8e-2824736b958d · outbound

This paper cites Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.749189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71f4bd39-5930-46a6-b0ad-d8c535ea596d · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:37.532737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f413e2ad-43c6-4d89-a4db-76e344c06d18 · outbound

This paper cites On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey.

Large language model as user daily behavior data generator: balancing population diversity and individual personality On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:32.064271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143127c6-dc13-42ba-b6a3-047c6f5bf3e6 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:37.337794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c41cf1f-a92f-475a-bdbb-ffa9668bf817 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:37.209754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6081009b-12ad-4b46-ba09-7c145f84f42c · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:32.643765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf7147f9-cdda-4d9d-beb9-01099ddbf42a · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:32.796460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dc05e8d-4ea4-4b26-a813-50a6a0e9cf80 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.001533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0974ca-524d-488d-8503-3154dbf67ef8 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:37.039506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c98a615-c71c-46f9-b3a0-906258386231 · outbound

This paper cites Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.242388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18aee34a-64b3-4015-85a7-9aaaf5d74948 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:36.866861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56c07f13-57b0-47a9-8ada-390520603c25 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.389334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 888b9e54-ee62-4728-a8e3-17d37fbf9306 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.469432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a074d852-aa61-4e7b-a7ab-2d8d664feb00 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:36.668161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03588bac-6abd-4799-bac7-dcae4e175926 · outbound

This paper cites Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.715696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfeb74a8-8e85-4e39-8910-667e8be0ddac · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.782307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ebf0a61-2a65-4d7a-931a-b56f6eefdb7c · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:36.453448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f2ae7d2-9581-46af-b446-1a0f40f2718e · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:36.275765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94951d12-a091-4237-a954-4b02ec83bef0 · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:36.026448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1ad4947-8497-4bae-a172-a7d578d6094c · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:35.835709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d900787-54b5-487d-a9c0-92b1b70e628b · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:49:35.726294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8949deb7-ce9b-4279-aa68-e3f468fd0b46 · outbound

This paper cites A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval.

Large language model as user daily behavior data generator: balancing population diversity and individual personality A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.479842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c769b5-6fbd-4d10-827a-53e6f9e6e109 · outbound

This paper cites A Survey of Large Language Models.

Large language model as user daily behavior data generator: balancing population diversity and individual personality A Survey of Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.579176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2287581-1a99-49ab-9b61-cd531085357f · outbound

This paper cites an unresolved cited work.

Large language model as user daily behavior data generator: balancing population diversity and individual personality Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.648843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f331dcd-3458-4538-9f9f-5960ebf7d8b2 · outbound

This paper cites online" 'onlinestring :=.

Large language model as user daily behavior data generator: balancing population diversity and individual personality online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.744157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45527bdb-ee1b-41c3-891b-6bcf520c1075 · outbound

This paper cites write newline.

Large language model as user daily behavior data generator: balancing population diversity and individual personality write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.817826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.