Paper Citation Record · LEDGER

Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2402.09836.

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

pith.paper-citation-record.v1
2402.09836 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:36:19.339449Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T07:53:13.700601Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 759810bc-339b-4a12-b6f7-03993161c8fd · inbound

Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors cites this paper.

Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T21:07:25.951797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba07d35-f39e-4dec-bde3-c55cbf59adc2 · inbound

A Universal Model for Human Mobility Prediction cites this paper.

A Universal Model for Human Mobility Prediction Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T12:07:02.313168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daad48f4-0d52-41a9-b41a-a33a3d548815 · inbound

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models cites this paper.

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 129

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:20:59.259974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b27c4fe6-fe2c-4a42-9a73-d057e631cef1 · inbound

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents cites this paper.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T01:02:19.394444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78f44c00-5eba-4f2a-81d5-07643db8338c · inbound

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society cites this paper.

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 89

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:12:30.959122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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

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

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 f1a0e207-8e2b-4304-b77f-ef287a255054 · inbound

Tuning Language Models for Robust Prediction of Diverse User Behaviors cites this paper.

Tuning Language Models for Robust Prediction of Diverse User Behaviors Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:52:19.802520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 75b7cdc9-532c-4400-ba2b-0269b2b081f7 · inbound

CrimeMind: Simulating Urban Crime with Multi-Modal LLM Agents cites this paper.

CrimeMind: Simulating Urban Crime with Multi-Modal LLM Agents Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:00.494283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef05f64-011c-48b3-9756-e3cf77153e9a · inbound

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models cites this paper.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.840547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e9bde21-860e-4cb9-a5ea-c75635593128 · inbound

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications cites this paper.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 153

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:11.144774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed3c1ac-d63f-4182-8167-12cb1f1e6448 · inbound

Simulating Generative Social Agents via Theory-Informed Workflow Design cites this paper.

Simulating Generative Social Agents via Theory-Informed Workflow Design Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:36:19.339449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d5dfe1-709a-4722-b050-08d0063ef4ce · inbound

MoveFM-R: Advancing Mobility Foundation Models via Language-driven Semantic Reasoning cites this paper.

MoveFM-R: Advancing Mobility Foundation Models via Language-driven Semantic Reasoning Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T13:21:24.321621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00f73cea-7623-4c16-b19c-7ba48758b678 · inbound

Capturing Context-Aware Route Choice Semantics for Trajectory Representation Learning cites this paper.

Capturing Context-Aware Route Choice Semantics for Trajectory Representation Learning Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:22.909742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4631fb82-c4bb-4326-868e-de741834af0f · inbound

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance cites this paper.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T22:50:38.064759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f64d60a-b8cb-4613-9f6d-99bac6cabbbe · inbound

Mobility-Aware Cache Framework for Scalable LLM-Based Human Mobility Simulation cites this paper.

Mobility-Aware Cache Framework for Scalable LLM-Based Human Mobility Simulation Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T22:50:31.295243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7540af39-cd01-4631-8209-a2e4c275afbc · inbound

Involution game with migration and spatial heterogeneity of social resources cites this paper.

Involution game with migration and spatial heterogeneity of social resources Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T22:15:43.870914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14050fd2-5240-4cc6-9fff-cf7b1455c150 · inbound

ActivityEditor: Learning to Synthesize Physically Valid Human Mobility cites this paper.

ActivityEditor: Learning to Synthesize Physically Valid Human Mobility Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:05:50.003745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a41de17e-77fe-4318-b27c-0e823f825819 · inbound

ARMove: Learning to Predict Human Mobility through Agentic Reasoning cites this paper.

ARMove: Learning to Predict Human Mobility through Agentic Reasoning Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:36:01.696064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 23e8577c-6c0f-46f5-9d2c-870b14eebe25 · inbound

GPS-Enhanced Tourist Mobility Modeling with Seasonal Spatial Priors and LLM-Based Activity Chain Generation cites this paper.

GPS-Enhanced Tourist Mobility Modeling with Seasonal Spatial Priors and LLM-Based Activity Chain Generation Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T07:53:13.702170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 16797b4b-0938-4613-b6b8-a85285a0894b · inbound

AgentSociety 2: An Integrated Research Environment for Executable Social Science cites this paper.

AgentSociety 2: An Integrated Research Environment for Executable Social Science Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T11:43:46.424032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.