Paper Citation Record · LEDGER

Where Would I Go Next? Large Language Models as Human Mobility Predictors

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2308.15197.

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

pith.paper-citation-record.v1
2308.15197 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:03:11.492724Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:17:24.287930Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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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 951c180e-7b61-4d25-a6e6-cc83cae8f4fa · inbound

Harnessing Large Language Models for Group POI Recommendations cites this paper.

Harnessing Large Language Models for Group POI Recommendations Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T16:31:03.822613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c92bf9-a46c-41dc-a966-91c7d6bba26e · inbound

Popular LLMs Amplify Race and Gender Disparities in Human Mobility cites this paper.

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T18:04:26.731119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f5f31fd-2f81-467f-b37f-a9cb188ca409 · inbound

Forecasting Unseen Points of Interest Visits Using Context and Proximity Priors cites this paper.

Forecasting Unseen Points of Interest Visits Using Context and Proximity Priors Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T14:36:51.408736Z

Source-reported events for the cited work

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Observation 6c33df4c-90e4-4f8d-88c6-40ff3761f6be · inbound

BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis cites this paper.

BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-12T04:54:41.162904Z

Source-reported events for the cited work

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Observation dfd88247-531f-4fec-9193-71105e65cd5a · inbound

CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events cites this paper.

CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T23:52:11.746769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de630364-348d-4f2a-9fb5-d846063919f5 · inbound

LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data cites this paper.

LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:18.676524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef3ca06-b53e-4db2-b9fa-df5362b60246 · inbound

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework cites this paper.

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-11T19:28:54.648837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f7ba8d1-d316-4afe-8182-64eb63264bb2 · inbound

Human Behavior Simulation: Objectives, Methodologies, and Open Problems cites this paper.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 196

Resolution: unresolved; no resolver link, observed 2026-08-12T12:32:34.989975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecd34b06-bf6f-4fdc-a154-0cb0b1969f0c · inbound

A Universal Model for Human Mobility Prediction cites this paper.

A Universal Model for Human Mobility Prediction Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T12:07:02.361204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc30ab37-8be1-49a4-99da-2284ce663a53 · inbound

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents cites this paper.

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:47:16.540853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f1e757-b3d2-4782-ad14-b7168100833f · inbound

Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction cites this paper.

Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:24:21.786772Z

Source-reported events for the cited work

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Observation 13099e02-80a2-493e-9b17-a836816d5b9d · inbound

Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review cites this paper.

Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 198

Resolution: unresolved; no resolver link, observed 2026-08-07T11:49:48.305946Z

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Observation 88209448-3433-4bb6-878d-368145c32182 · inbound

Generative Next POI Recommendation with Semantic ID cites this paper.

Generative Next POI Recommendation with Semantic ID Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:50:23.244682Z

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Unavailable: canonical work link unavailable.

Observation 82e734ce-1040-4d19-b231-3c0eed1e40b7 · inbound

CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation cites this paper.

CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:03:11.492724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c266b7-8773-4bb5-aca4-50611c33b996 · inbound

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places cites this paper.

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T19:57:41.851140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c4f74d8-e91e-4779-8cf7-b680882f344d · inbound

A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs cites this paper.

A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T23:01:34.688526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d59792a-0959-4425-8dad-8d826ca3f82e · inbound

MobiVerse: Scaling Urban Mobility Simulation with Hybrid Lightweight Domain-Specific Generator and Large Language Models cites this paper.

MobiVerse: Scaling Urban Mobility Simulation with Hybrid Lightweight Domain-Specific Generator and Large Language Models Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:25.130623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416553cc-6a3a-4f61-97e2-3e2e111a8b71 · 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 Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 173

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:11.268056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f292d4-56bf-43a0-8603-c936931710a4 · inbound

Causal Graph Fuzzy LLMs: A First Introduction and Applications in Time Series Forecasting cites this paper.

Causal Graph Fuzzy LLMs: A First Introduction and Applications in Time Series Forecasting Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:11.393265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c28dd9-b82c-4100-b2c2-a8688f194841 · inbound

Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning cites this paper.

Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T14:20:39.536466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cecf5b1d-e344-480e-bb23-c5e8322a907a · inbound

A Comparative Study of Demonstration Selection for Practical Large Language Models-based Next POI Prediction cites this paper.

A Comparative Study of Demonstration Selection for Practical Large Language Models-based Next POI Prediction Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:15:30.120345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ecd6924-7255-4525-8632-8f6b26b3a746 · inbound

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

ARMove: Learning to Predict Human Mobility through Agentic Reasoning Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:36:01.693666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4ce42b56-9726-4826-9ba2-a339294102ed · inbound

Beyond Long Tail POIs: Transition-Centered Generalization for Human Mobility Prediction cites this paper.

Beyond Long Tail POIs: Transition-Centered Generalization for Human Mobility Prediction Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:16:17.581283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a36adeba-a33d-4616-ba7a-c033683254ae · inbound

Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent cites this paper.

Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:16:44.640746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 436e96f4-04d6-4d39-b936-ed61f7491673 · inbound

Think Before You Act: Intention-Guided Reasoning for LLM-Based Location Prediction cites this paper.

Think Before You Act: Intention-Guided Reasoning for LLM-Based Location Prediction Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:17:24.289341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ccc767ce-a3e3-4d33-9ecf-5e0d4865e902 · inbound

Think2Go: Generative Next POI Recommendation with LLM Reasoning cites this paper.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.709642Z

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Unavailable: canonical work link unavailable.

Observation 4faa4b62-7fa0-42a7-bc58-777c5bb0d00a · inbound

Secrets Everywhere: Auditing Memorization in Mobility Prediction Models cites this paper.

Secrets Everywhere: Auditing Memorization in Mobility Prediction Models Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T16:04:36.653385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.