Paper Citation Record · LEDGER

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications

As of 22 August 2026, this Paper Citation Record lists 100 of 241 outbound references and 2 inbound Pith citation observations for arXiv:2507.00914.

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

pith.paper-citation-record.v1
2507.00914 v1

Coverage vector

measured 100 of 241 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:07:10.930513Z

measured 102 of 102 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:28:18.919132Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T05:51:27.971579Z

Reference resolution

100 of 241 outbound references displayed

verified exact6
verified fuzzy0
unresolved94
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7aa67fb-1c91-4d79-a6c0-61d325609d3b · outbound

This paper cites GPT-4 Technical Report.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:02.920938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20a5a600-e0ee-47d3-a2ce-37586c927cef · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:02.954629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c5f717-062f-4f6e-96ae-69ffc791e035 · outbound

This paper cites GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.011110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c4035c-da78-4b28-9df4-b9a1cf2776a9 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.072829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0d775de-ccab-4ec6-888b-11b52d3c5ee8 · outbound

This paper cites A Comprehensive Survey on the State-of-the-art Data Provenance Approaches for Security Enforcement.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications A Comprehensive Survey on the State-of-the-art Data Provenance Approaches for Security Enforcement

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.118177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 312991a6-89f0-4d50-bd6e-f6e393570516 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.191634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1aaad4b-4c4d-487c-82df-56583bd6ca98 · outbound

This paper cites Concrete Problems in AI Safety.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Concrete Problems in AI Safety

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.253449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dd014be-2563-4d4e-b407-696a04d6aba3 · outbound

This paper cites LAMP: A Language Model on the Map.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications LAMP: A Language Model on the Map

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.318982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 843ba638-4dea-4649-b007-fcb19d24c95b · outbound

This paper cites Large Language Models are Zero-Shot Next Location Predictors.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Large Language Models are Zero-Shot Next Location Predictors

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.401113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe4f88d6-35b1-494f-81e7-e5cee8a25329 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.462929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4f58232-61a2-4fe9-b3f6-5963e58e87b6 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.527836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8cb4eee-7c5a-44fa-9dee-f4d855580d02 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.592296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bdd484d-7f9e-437a-be3b-b23395a450f1 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.683843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967d0b6b-bbbe-4029-bac6-32f882f2e48e · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.722952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba7c40d-2012-4bfb-aad1-034d0e13f630 · outbound

This paper cites TravelAgent: An AI Assistant for Personalized Travel Planning.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications TravelAgent: An AI Assistant for Personalized Travel Planning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.783314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02b953a-05a1-49a4-8ac0-33574feae485 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:03.894627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bafda5f-aa1c-43de-b7d9-8cfdeccda5c9 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.044524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbd39c44-a513-4186-88e9-47aa5b322563 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.150663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b942abc-4499-41cf-b65d-c77efbde4a02 · outbound

This paper cites On the limits of agency in agent-based models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications On the limits of agency in agent-based models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.261842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ed25b7d-c0d6-4cda-8088-155938f4c658 · outbound

This paper cites LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.270166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fae3d24-ae65-4588-a78e-a7c8967c4b0d · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.311633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ad31070-fb57-45fb-bc26-bfcbce015310 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.390435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b179188-005d-4b9b-8417-f05baef70dfc · outbound

This paper cites Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.481178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1264d89-e51f-4118-ac70-cea033b8dbc3 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.541365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8877357-17a1-4e78-a652-4e87124786aa · outbound

This paper cites TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.622717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f84d36-f837-4951-a742-30f5d470e656 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.712931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be37c4f-8aed-464c-961a-ce998a9f414c · outbound

This paper cites Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:07:13.027999Z

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 9503c168-5147-4776-a686-29e2c953cfcd · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:04.970251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff86019-011c-407f-b63d-3bf0300b0bcd · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 29

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:07:13.016048Z

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 c81e3632-7c7d-4626-92db-6bf28825dc67 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:05.244355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd479728-636a-4312-b5da-44ce3538a3a2 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:07:12.950383Z

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 7bc6f930-15cd-4a73-8c42-3e14ab59129c · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:05.517763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f68692-c3e0-40c0-bcd4-4c11b1644a23 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:05.692660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15d2809-b955-4430-94ae-b4eccbdfa013 · outbound

This paper cites DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:07:12.879987Z

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 fca119fd-667d-4d63-9725-b9b369a297b8 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:05.952755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8194fcce-5fe4-45ab-bafe-7a53f0517641 · outbound

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

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:06.041075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae106fff-8865-4154-b1c8-e276fe35ec00 · outbound

This paper cites Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:06.179002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6de3b8-5a34-440a-96da-d12ba365bd04 · outbound

This paper cites CityGPT: Empowering Urban Spatial Cognition of Large Language Models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications CityGPT: Empowering Urban Spatial Cognition of Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:06.340205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f825234-2b53-4be4-ae43-4d8fd104588e · outbound

This paper cites AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:06.521291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779eb1c6-5299-4a3c-af12-7d520bae94c6 · outbound

This paper cites CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:06.623354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0690c2ec-e69f-4f49-b92a-782c394a3120 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 41

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:07:12.762608Z

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 ca8565e3-7a2f-4ab2-b9a1-647e581896ef · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:06.801947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ea64c3-56e3-43bd-83fc-b94f5b13958d · outbound

This paper cites Spatio-Temporal Foundation Models: Vision, Challenges, and Opportunities.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Spatio-Temporal Foundation Models: Vision, Challenges, and Opportunities

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:06.905916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 104c5339-9ee8-49ab-92d6-452fa5cec1f4 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:07.054591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcfaa9af-2197-4320-ae7f-1c7c1c9b8424 · outbound

This paper cites CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:07.150784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b554542-856c-400a-81d2-c29e1c37508c · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:07.288106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d7bc0a-a40c-4459-9425-1f4cea3f416e · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:07.463101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a539ae7b-9bd9-40a8-957e-1b394096c813 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:07.611381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6132e0c1-0ccb-4dfb-aec2-d874e6d58efa · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:07.774669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d22034-be57-4cde-b49a-b2b1572ef494 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:07.887019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ce4074-3614-42e8-9873-27a28f38a519 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:08.047488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b7e88a-1901-4dac-9eda-7cd41573d266 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:08.209038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 563b6ce9-db9c-4cf3-93f5-6ef443cf5d3e · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:08.375768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a245a82-1a69-413f-89ef-9c20a059d834 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:08.495146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 613c387d-2905-4f6d-ad57-9c00724a83b2 · outbound

This paper cites UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:08.651744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0770a3db-8ed0-4b40-ac80-b16972f335ac · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:08.736477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dcf738d-7b1e-4414-a069-0217e9b7a132 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:08.849908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d01df4-6214-4445-b13a-21a98aca279c · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:09.187288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f83058-bc2e-401b-bd46-ca7aa8b73e5d · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:09.422936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5beace35-9b7e-4382-85ba-6a2be46151f6 · outbound

This paper cites Enhancing Traffic Prediction with Textual Data Using Large Language Models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Enhancing Traffic Prediction with Textual Data Using Large Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:09.604151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 233dc6c6-f5ef-49fd-9b1b-2172271b4339 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:09.835464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc5c29b-c92e-46ce-adfa-d16e34a9ccd2 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.215796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5db79801-fcdf-44fd-ae77-1e006abff304 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.228453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64c3884-eea5-4c9c-97a9-d39bbf2b6daa · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.268757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28fb3b29-afb0-47f3-8f30-0f37c5093ea5 · outbound

This paper cites UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.402907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39b09146-a057-4b57-9af6-92d510971a9b · outbound

This paper cites City-LEO: Toward Transparent City Management Using LLM with End-to-End Optimization.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications City-LEO: Toward Transparent City Management Using LLM with End-to-End Optimization

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.550873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1874d3be-0de3-4d7e-8ab4-37995e1d629c · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.693724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634c648f-2bfb-4215-8ae7-4a4b3ddeaf63 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.833754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acb39028-6b8b-47ca-a2f2-cffa1cd17642 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.836565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3525d9ea-5799-4d12-b80f-c4b875bd252c · outbound

This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.839584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d57e3439-479b-4c8f-901a-05adf82e545d · outbound

This paper cites Advances in Neural Information Processing Systems 37 (2024), 124547–124574.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Advances in Neural Information Processing Systems 37 (2024), 124547–124574

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.829913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5455fe2-339f-414a-9396-77159bcdd036 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.846126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bce84a9-c17b-4346-9463-d49eef1e0b8c · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.848825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d372a6ed-510b-4959-90c3-8b629e0379c0 · outbound

This paper cites TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.851577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d58444b-83e7-49b1-95a6-e6330a2f8abd · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.843001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c63461-3229-47e8-8f7a-d80d6770f9c8 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.857751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fea3d12-abdf-43cf-946f-4988a5fb49cd · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.860424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daaa5b74-9db9-4a68-ad4e-a6ced3399159 · outbound

This paper cites LLM Post-Training: A Deep Dive into Reasoning Large Language Models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications LLM Post-Training: A Deep Dive into Reasoning Large Language Models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.863501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19f6fe0f-ffcc-4feb-8e60-57b79d689e53 · outbound

This paper cites Challenges and Applications of Large Language Models.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Challenges and Applications of Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.854479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ee364e-84a9-429e-aa91-0ca592bdb128 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.869189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d134a43-b453-4c80-9e3d-635a6622557b · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.871947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ccf9f09-8189-4e75-9e2b-9926429eaa0a · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.874695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b0cb21-c6cd-4d36-8bcd-07dc4a68a9b6 · outbound

This paper cites LLMLight: Large Language Models as Traffic Signal Control Agents.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications LLMLight: Large Language Models as Traffic Signal Control Agents

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.866309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c87fd1c0-f835-456d-9b4e-6def8f53549e · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.880114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95df92bd-d294-46b6-b09a-f121b89b7ecd · outbound

This paper cites EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.882572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2b93435-4054-455d-b3d4-d7ec7d11040f · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.885649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b814e70c-3445-45b5-adf3-58fc5c9b0d70 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.877378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63808a64-f969-4940-9735-7687f952633b · outbound

This paper cites STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis

Reference 88

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:07:12.570539Z

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 61750340-536f-415b-9e54-483d53cd51ac · outbound

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

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.897707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed8ecb20-3d95-476c-b2f3-299322f32621 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.901325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e79302c6-668d-4de3-92ae-aabc151f0838 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.888644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7019259a-a19e-4e82-9311-105d8b924223 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.907193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e46747-c40a-4a26-bea7-e264e9c5621b · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.909762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7707ef6-7306-4148-b586-527702ef6ee4 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.912770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 678949cd-6a7c-4730-9c4b-0ebb40480ec1 · outbound

This paper cites MCU: An Evaluation Framework for Open-Ended Game Agents.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications MCU: An Evaluation Framework for Open-Ended Game Agents

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.918274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3b2d2e-ed9f-45ad-90c6-616fc1ed682c · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.904342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b61d8b5-c4a9-4af8-bb6e-f8d22d8ba450 · outbound

This paper cites Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.924156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b22eeba-1552-4003-900d-f98e9117cfe8 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.927138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 328e66e6-94a8-41aa-ae4f-4887872bb516 · outbound

This paper cites an unresolved cited work.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.930513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199b33ba-b874-464b-832e-45d0ce9e69ce · outbound

This paper cites Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:10.915325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation abfb4297-74b1-43a0-81b0-24091b317d9f · inbound

Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration cites this paper.

Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T18:28:18.919132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 451f964f-ce39-4f40-8c1e-c352e2e4c0f0 · inbound

TrajPrism: A Multi-Task Benchmark for Language-Grounded Urban Trajectory Understanding cites this paper.

TrajPrism: A Multi-Task Benchmark for Language-Grounded Urban Trajectory Understanding Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:51:27.975299Z

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.