Paper Citation Record · LEDGER

Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2502.18470.

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

pith.paper-citation-record.v1
2502.18470 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:58.467985Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:43.367260Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4c9cbac0-4338-4363-8c2c-daf047fb5528 · inbound

GAIR: Location-Aware Self-Supervised Contrastive Pre-Training with Geo-Aligned Implicit Representations cites this paper.

GAIR: Location-Aware Self-Supervised Contrastive Pre-Training with Geo-Aligned Implicit Representations Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:42:13.385061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation adf9ef11-ba35-407a-964b-504ae473c706 · inbound

Can LLMs Learn to Map the World from Local Descriptions? cites this paper.

Can LLMs Learn to Map the World from Local Descriptions? Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:58.467985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b186c1-933a-42e9-93cb-33fa547a2076 · inbound

DistRAG: Towards Distance-Based Spatial Reasoning in LLMs cites this paper.

DistRAG: Towards Distance-Based Spatial Reasoning in LLMs Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:07:55.014718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890a8127-1a70-4780-89b5-4cf4d30956b7 · inbound

A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis cites this paper.

A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:24.085089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f734c761-378b-4f59-8fd8-3436af60ff29 · inbound

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications cites this paper.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 212

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:11.412177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a70ff868-81ef-4b14-b30e-b0358a998655 · inbound

Vehicle-to-Infrastructure Collaborative Spatial Perception via Multimodal Large Language Models cites this paper.

Vehicle-to-Infrastructure Collaborative Spatial Perception via Multimodal Large Language Models Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T10:42:47.639839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14da576d-a153-452e-8abf-129b8dd11c2b · inbound

AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression cites this paper.

AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T21:28:34.047224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f951183-1070-4af3-b244-1d326f4c445e · inbound

SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation cites this paper.

SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:37:32.731748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d619a3ed-6a58-4999-abf8-86b5fc190da2 · inbound

Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions cites this paper.

Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:19:35.454966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 646b801d-3f78-411c-ad65-5117cd896602 · inbound

Privacy Without Losing Place: A Paradigm for Private Retrieval in Spatial RAGs cites this paper.

Privacy Without Losing Place: A Paradigm for Private Retrieval in Spatial RAGs Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:21:06.875661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b2b6b10-23be-4220-aa03-b42695d34222 · inbound

TRACE: Tourism Recommendation with Accountable Citation Evidence cites this paper.

TRACE: Tourism Recommendation with Accountable Citation Evidence Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:58.059966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3eff888-c948-48c8-91f5-469ba8d69007 · inbound

GS-QA: A Benchmark for Geospatial Question Answering cites this paper.

GS-QA: A Benchmark for Geospatial Question Answering Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:34:31.723251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b99186f-eef5-466c-8c39-4f4be49670c8 · inbound

CacheWeaver: Cache-Aware Evidence Ordering for Efficient Grounded RAG Inference cites this paper.

CacheWeaver: Cache-Aware Evidence Ordering for Efficient Grounded RAG Inference Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:19:30.156285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c98696f8-f965-42fc-a6f2-4124050ea895 · inbound

Lost in Aggregation: A Multi-Scale Diagnostic Benchmark for LLM Spatial Navigation cites this paper.

Lost in Aggregation: A Multi-Scale Diagnostic Benchmark for LLM Spatial Navigation Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:59:43.368554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.