Paper Citation Record · LEDGER

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT

As of 13 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2411.15758.

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

pith.paper-citation-record.v1
2411.15758 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:58:34.682846Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

verified exact3
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7e52639-f0d0-4585-b027-c30d793de119 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:36.124466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 15a9cf65-e6ad-4a62-baa2-c12b9fe1accb · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:36.091898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 406b59be-11e9-461b-a4b4-67044668357a · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:36.023630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a5a8be36-52c3-47ca-9bec-4de7db142e69 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:33.806983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d7cdb4-5191-409c-9f65-99fc833ff7b4 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:36.008962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 40645d6f-781a-44a6-b63d-304d222e2df7 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.999618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9fd71661-1aea-4ed4-97fe-9e313854a0f7 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:33.857652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7728748-c30d-4e63-b12f-f2fc5620169f · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.920493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 13e024a4-f4d7-45c7-97d0-51e748bfa10d · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:33.866013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5eb7bb-4963-42ea-b6ad-f512945227d6 · outbound

This paper cites OpenSiteRec: An Open Dataset for Site Recommendation.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT OpenSiteRec: An Open Dataset for Site Recommendation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:58:35.210331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4f4ee0d1-4813-4fe4-b133-abf50490ccc0 · outbound

This paper cites UrbanGPT: Spatio-Temporal Large Language Models.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT UrbanGPT: Spatio-Temporal Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:33.872701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b795e572-07f3-42cf-aea4-ee252b009c39 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.859173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd5542fc-73dd-4fdb-a053-c56a4cb8fe35 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.850116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eb74c551-8ae4-4d71-aac4-90c322ac15de · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.840983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e511252a-7972-41b2-bf77-62e249fad71c · outbound

This paper cites Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:58:35.102062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5a5b357f-143d-4a0e-b80d-b799c4831ea2 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.813296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 47792b9d-564f-4540-bda7-8c0417d51676 · outbound

This paper cites UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.076608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973806bd-7a8b-4271-9897-5010fd99e08f · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.746652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 33c3e8ea-c602-4009-845c-bc1634d7a83e · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.082927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b82944-a4d3-42a4-beac-e2ff367c0060 · outbound

This paper cites Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.086234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aafbc52c-23e8-48be-9a41-bdd8b345b87f · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.650524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db6ab172-e6ab-4502-91a8-615602fcaf38 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-12T13:58:34.939715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4731aa87-befd-48ae-bc2e-3fced899d2aa · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.641479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b30eacdc-4439-4a98-9c85-89e93ab58ee7 · outbound

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

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.243306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1723599-6c10-4d2e-8b6f-8f48973faf12 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.247555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec986ba-67e0-49a1-a624-74ea49180d8c · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.564615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 310e6c04-3f34-4b19-9460-6ed6978ab677 · outbound

This paper cites Chi, Quoc V.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Chi, Quoc V

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.253729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71372088-52eb-459b-a3da-ec63ad10f9df · outbound

This paper cites Larger language models do in-context learning differently.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Larger language models do in-context learning differently

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.256647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b694cdcc-7c23-4a1a-8634-f81111127101 · outbound

This paper cites Epidemic Modeling with Generative Agents.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Epidemic Modeling with Generative Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.260745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91a0d760-0f75-407c-8e67-ccb39e94144a · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.445720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f8fb465a-9182-4741-baaf-743c8ebee499 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.435435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 16071e0b-eac8-4acf-af10-242aa7f67b36 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.426745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0706723b-3b24-4484-a55e-eb0f64ce04b2 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.417895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 482a63c1-a5df-4d00-a6c5-393eea06c5ca · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.339705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1c2fc7fa-ac30-416e-a880-74b65f58ee3e · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.514406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2c76169-f8fe-492e-8130-5fab7243d50e · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.517495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fe6fa7e-52bf-4b74-8322-4ddd9cf7cacc · outbound

This paper cites Narasimhan, and Yuan Cao.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Narasimhan, and Yuan Cao

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.520306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9c405d-6e02-4122-bded-19807c761d90 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.266313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d366034e-6500-46ff-ba2e-1d677c91fd34 · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.570013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb2268e-3b54-401c-b7f5-22105b1d038b · outbound

This paper cites Large Language Model for Participatory Urban Planning.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Large Language Model for Participatory Urban Planning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T13:58:34.649055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78d5ab3a-a0fe-4abe-a04a-295bfae58440 · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.255910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2c371ea5-6ef4-44ee-82d5-f3d6cb2a19ef · outbound

This paper cites an unresolved cited work.

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:58:35.409394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.