Paper Citation Record · LEDGER

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models

As of 22 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2505.11654.

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

pith.paper-citation-record.v1
2505.11654 v3

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:55:27.031781Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:11.191005Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:33:12.899490Z

Reference resolution

60 of 60 outbound references displayed

verified exact8
verified fuzzy3
unresolved45
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0f04d40-aa53-4b6d-9740-5d3fc756e922 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Flamingo: a Visual Language Model for Few-Shot Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.706608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c8ed325-c755-4033-b90f-67b52b6647b4 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.486420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e839726e-4c69-41cc-8f97-45bb1cec0f39 · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, et al.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Brown, Benjamin Mann, Nick Ryder, et al

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:55:28.468773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3764c379-4f7d-4b08-bc17-c6748b4bcf35 · outbound

This paper cites GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.734086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69eaddf5-2a5b-49c4-a7cb-85f9b60b9fdc · outbound

This paper cites Instruction Tuning with GPT-4.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Instruction Tuning with GPT-4

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.738887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58826b5e-358b-45de-ba92-6c537535ba0f · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.451673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7bbbbac3-4046-48d3-b51c-545f0420c780 · outbound

This paper cites Training language models to follow instructions with human feedback.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Training language models to follow instructions with human feedback

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.748511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d388e4f-c01d-41c5-bbf3-fc85acd36c96 · outbound

This paper cites The Llama 3 Herd of Models.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.753598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5635b7a9-3613-4b8d-83e7-ae8cfd13d651 · outbound

This paper cites Masked Autoencoders As Spatiotemporal Learners.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Masked Autoencoders As Spatiotemporal Learners

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.758886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59d6b3b8-f7a6-4ac0-9caf-1e37be2cd37f · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.764310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f21dc4-b12b-42ed-967c-dc20e75299b0 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2e8878-f6bc-460d-b5f6-6a1e516ec4a5 · outbound

This paper cites DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:55:27.909667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b8a03f3c-a185-41c9-adee-73e692a13e28 · outbound

This paper cites A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T20:55:27.883905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 196ad642-2d4c-4266-a7c7-5390ad5f8810 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.411023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 65fc3fb9-e3bd-41e5-b06d-fd248f6ab3b1 · outbound

This paper cites STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:55:27.860658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe3f62c5-5cd7-48a1-bc6d-ff8bc31c4644 · outbound

This paper cites Li et al.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Li et al

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:55:28.394172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 33ce4fee-f8e5-4c31-aa88-2b458dcc1e6b · outbound

This paper cites Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:55:26.804523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 927de6b3-5837-468e-b77d-1529b9af0641 · outbound

This paper cites Urban Region Embedding via Multi-View Contrastive Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Urban Region Embedding via Multi-View Contrastive Prediction

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:55:27.817469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64d312e0-a90b-42c9-bada-a0d9fae8ee82 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d9b4798-5ab3-4085-9203-524a699dd2bf · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.378074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 728799ba-39aa-4f83-b71a-a8b231763fff · outbound

This paper cites GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:55:27.722661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f0405c5f-dbb3-4441-a67b-b451386c0df9 · outbound

This paper cites Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:55:27.698986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9fbeadf1-a539-4e6c-b047-9a5e7404aaf3 · outbound

This paper cites Spatial-Temporal Large Language Model for Traffic Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Spatial-Temporal Large Language Model for Traffic Prediction

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf3bd781-e7e3-4347-ab0b-ca9f9648c434 · outbound

This paper cites How Can Large Language Models Understand Spatial-Temporal Data?.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models How Can Large Language Models Understand Spatial-Temporal Data?

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dc02697-5855-429a-a4ac-811a6b6ba40f · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.362857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c3fedeec-66c3-4221-9881-1a701617bb45 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3c4f0810-f445-416f-8157-3066bbb1dc50 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf66cc06-904d-46b5-9de2-40cd6eb619d9 · outbound

This paper cites Nontrivial Quantum Geometry and the Strength of Electron-Phonon Coupling.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Nontrivial Quantum Geometry and the Strength of Electron-Phonon Coupling

Reference 32

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Observation c180cefa-5ac2-43f5-a772-851ad1729a13 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.316178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dbf32523-f012-4427-996e-cca303e9c140 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

Observation 0752a658-5489-4a24-8dd9-4e06bbca4ef9 · outbound

This paper cites TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models

Reference 37

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UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 38

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This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 39

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Unavailable: canonical work link unavailable.

Observation 92f66a39-3f90-4a3e-b784-90197d711f53 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 40

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Source-reported events for the cited work

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Observation 365d0e5f-079e-4b1c-90ca-5370345dae00 · outbound

This paper cites Learning to (Learn at Test Time).

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Learning to (Learn at Test Time)

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee8d60b-56eb-4c71-891a-f44af7e14fa8 · outbound

This paper cites Learning to (Learn at Test Time): RNNs with Expressive Hidden States.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f57c616b-e194-489c-b8f1-815aeb3f25b3 · outbound

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Reference 43

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This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 44

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Unavailable: canonical work link unavailable.

Observation e7d7adec-b147-4f10-8060-6c8437439a5a · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 338939bd-ca18-4465-b7c3-b151bb001c7a · outbound

This paper cites UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction

Reference 46

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Observation 9f17fa0b-ef8d-4a86-98b3-24829349c219 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 47

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 639b6115-7763-40ac-adfd-daa64f03a3d0 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 48

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Observation 2b17adbf-1dd1-4afd-af5e-5b7ea0333b2d · outbound

This paper cites Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Reference 49

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Unavailable: canonical work link unavailable.

Observation aa0b9f59-53b6-4427-a322-d36e88bded31 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 50

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Observation 2db9ffba-bbd3-4833-9bde-6dcd1c408f01 · outbound

This paper cites UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction

Reference 51

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Source-reported events for the cited work

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Observation 697aded6-f7b2-4e62-a31e-038e1a463911 · outbound

This paper cites ChatTraffic: Text-to-Traffic Generation via Diffusion Model.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models ChatTraffic: Text-to-Traffic Generation via Diffusion Model

Reference 52

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Source-reported events for the cited work

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Observation c8a540bb-1eca-4661-afe5-acf09abf9270 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 53

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e633856f-2a47-48f0-9e5d-ae50fa02a286 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 54

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Observation 16255aaf-a583-4937-8fc7-b7ec2494e6e0 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 55

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Source-reported events for the cited work

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Observation 022cb705-1913-47bf-8ff6-904b1c0643ee · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 56

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Source-reported events for the cited work

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Observation dce20fc6-5e27-445c-b383-4cbb9b87ec63 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.175907Z

Source-reported events for the cited work

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Observation 21adaf81-0de2-4709-b42d-a413963c5ced · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 58

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c28f445-7eda-4dd5-83f5-d15196009fed · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:55:28.110130Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

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This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

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UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 1479

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This paper cites In Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I 25.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models In Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I 25

Reference 2018

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This paper cites In 2021 IEEE International Co10.1016/j.knosys.2023.110591nference on Data Mining (ICDM).

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models In 2021 IEEE International Co10.1016/j.knosys.2023.110591nference on Data Mining (ICDM)

Reference 2021

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This paper cites In Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models In Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems

Reference 2024

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Pith citing papers

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CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models

Reference 25

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