Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:31:42.320519Z
Paper Citation Record · LEDGER
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence
As of 23 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2505.12703.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:52:01.706467Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
27 of 27 outbound references displayed
- verified exact0
- verified fuzzy11
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 69bc7c4c-687f-425e-8e43-bac8a39b0bb9 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.582060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cb342325-ba58-4eba-af33-a070e61b02ad · outbound
This paper cites Lanyue Ridge South.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Lanyue Ridge South
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.591511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 045d699a-8af9-4edd-9e60-ba1bd03e47c9 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.573254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ef57ace9-239e-4339-9729-2c189660adee · outbound
This paper cites Safety Recommendations:.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Safety Recommendations:
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.564239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7c80938d-3b04-4507-9476-bc646c18c618 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.555966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 96ee25b5-9868-4ece-827e-3faf9a161b18 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.547578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f14ed454-9622-44b6-87f6-cfb7a22023ce · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.538667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 349d2ac6-1449-43ee-9fbe-b734d2d6e1ce · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.529978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 46adc288-d0ad-480f-a066-fb7a9733af29 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.521390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3be9732a-94ea-494c-a5d2-9c39547bfdb9 · outbound
This paper cites There is a need for clear evacuation routes from densely populated areas, ensuring quick emergency response times to remote campus locations.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence There is a need for clear evacuation routes from densely populated areas, ensuring quick emergency response times to remote campus locations
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.512335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 93b24beb-d688-463a-ac6c-93c2d7c08b91 · outbound
This paper cites Expand solar panels and green roofs to more buildings, and adopt smart systems for better energy management.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Expand solar panels and green roofs to more buildings, and adopt smart systems for better energy management
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.502281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cfb819cd-a2a6-400c-8435-fed7acc859e4 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.493290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f2005ef2-3c1f-4cb0-9d60-ea01492ee3e5 · outbound
This paper cites The visualization results are shown below: Forest zone Zhiyue Ridge Lanyue Ridge Figure 7: Application of SpatialLLM in urban analysis of safety and ecological domains.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence The visualization results are shown below: Forest zone Zhiyue Ridge Lanyue Ridge Figure 7: Application of SpatialLLM in urban analysis of safety and ecological domains
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.484558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ab660609-ccc7-4256-af18-c32c7b713bba · outbound
This paper cites These are typical academic buildings around 25-30m in height.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence These are typical academic buildings around 25-30m in height
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.475919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4e4659be-e1b1-47d1-a176-e8d68ed4f0f9 · outbound
This paper cites Xinghu Lake.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Xinghu Lake
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.467033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8bf46df6-d87e-4b7f-9160-52e640baffbc · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.457826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 17196eae-cce5-43c7-8003-8aecd63afd93 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.448693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c251bc91-9ece-4324-a1a7-df08b9109bea · outbound
This paper cites Poplar Grove.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Poplar Grove
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.438766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c0e81fd7-62fe-4af3-abda-c79f78963da9 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.429185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6ba86f6c-d0e2-4188-90a6-b504edc6fb89 · outbound
This paper cites Pass through Star Plaza for a break before heading to the sports facilities, including the Sports Field, Gymnasium, and various sports courts.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Pass through Star Plaza for a break before heading to the sports facilities, including the Sports Field, Gymnasium, and various sports courts
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.419888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d70402d0-2ee6-4a7f-aa27-6813fca375a6 · outbound
This paper cites The Llama 3 Herd of Models.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence The Llama 3 Herd of Models
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:31:42.301980Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ed85895-ba88-4a11-8f32-45545c2bb546 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.409843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c8979efc-df1c-437b-beea-0382180e5aef · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.400030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 368a7157-02ab-4a35-8b09-1cb909ad1ca4 · outbound
This paper cites Listing 1: The system prompt of Self-caption. Surrounding-caption messages =.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Listing 1: The system prompt of Self-caption. Surrounding-caption messages =
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.390263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 75529edf-7a64-4e08-9a3a-f0b5212bc2ea · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.379798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cc2aeee5-0864-4b28-b93d-d5f233840a94 · outbound
This paper cites an unresolved cited work.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:31:42.370542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a94e2a9d-f244-4202-a48b-f6b7dce58cbd · outbound
This paper cites 104372384.
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence 104372384
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:31:42.360340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
Observation 93c17f4c-01ce-4765-a902-c893f53708dc · inbound
RoadBench: Benchmarking MLLMs on Fine-Grained Spatial Understanding and Reasoning under Urban Road Scenarios cites this paper.
RoadBench: Benchmarking MLLMs on Fine-Grained Spatial Understanding and Reasoning under Urban Road Scenarios SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T20:52:01.706467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.