Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T05:03:11.987987Z
Paper Citation Record · LEDGER
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks
As of 11 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2608.07411.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
28 of 28 outbound references displayed
- verified exact6
- verified fuzzy2
- unresolved17
- parse uncertain0
- malformed identifier3
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b29a3ab4-ba31-4f82-86ba-5941050d75d7 · outbound
This paper cites Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.859067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1243e9bb-a124-4ac9-9f85-12dba1f655bb · outbound
This paper cites 2026.GeoBenchmark: Probing Large Language Models for Geo-Spatial Knowledge.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks 2026.GeoBenchmark: Probing Large Language Models for Geo-Spatial Knowledge
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T05:03:12.950320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0ae1e18d-e2c5-4cb3-9464-d3cc6cdf0ae0 · outbound
This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.870231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1f12f62-fd5e-4890-aa91-28c67c241c34 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T05:03:12.935439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f31abbd8-dc67-471e-bf29-3069bb1c2fd1 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T05:03:12.920975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 898014ab-fabe-47cc-b51d-c82713aab38d · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 6
- Resolution
- malformed identifier
- arxiv_id_nonexistent, observed 2026-08-10T05:03:12.767628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 18b06fc2-66e8-44c4-8bd7-8663da8aafe8 · outbound
This paper cites Kummerfeld, Li Zhang, Karthik Ra- manathan, Sesh Sadasivam, Rui Zhang, and Dragomir Radev.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Kummerfeld, Li Zhang, Karthik Ra- manathan, Sesh Sadasivam, Rui Zhang, and Dragomir Radev
Reference 7
- Resolution
- verified exact
- doi, observed 2026-08-10T05:03:12.036948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 41bfce68-ec68-495a-a591-8bbe64bf0386 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T05:03:12.906588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b4143ca2-f8a7-42b8-acbf-72e82efc93c6 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 9
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T05:03:11.902705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1ddcc79-2481-45d6-8f98-b7a3d5e64b9a · outbound
This paper cites When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T05:03:12.594227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 461d081f-8558-4617-bf5d-40bef1bc4ec3 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T05:03:12.882941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 193be87d-49b2-4449-b6d3-764a7e3b3fce · outbound
This paper cites Location Aware Modular Biencoder for Tourism Question Answering.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Location Aware Modular Biencoder for Tourism Question Answering
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T05:03:12.571961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2e7a74a1-2726-4083-98aa-b16793dbc806 · outbound
This paper cites GridRoute: A Benchmark for LLM-Based Route Planning with Cardinal Movement in Grid Environments.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks GridRoute: A Benchmark for LLM-Based Route Planning with Cardinal Movement in Grid Environments
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.920484Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3a9abd7-488d-4076-a13c-b9e7f241dc99 · outbound
This paper cites STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.925122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a34b83a5-0c74-4b30-b27d-1620ab96a38a · outbound
This paper cites MapQA: Open-domain Geospatial Question Answering on Map Data.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks MapQA: Open-domain Geospatial Question Answering on Map Data
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.929941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80dbe486-ce64-400d-b954-2c3ec0deb3bb · outbound
This paper cites Geographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Geographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T05:03:12.503759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c21d67c9-5d70-4df1-b96e-3d8154952b83 · outbound
This paper cites GeoLLM: Extracting Geospatial Knowledge from Large Language Models.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks GeoLLM: Extracting Geospatial Knowledge from Large Language Models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.939699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95dcee66-3548-4287-b9a8-b9a604c62c60 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 18
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-10T05:03:12.868619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 09bc2716-bf8c-4f47-91b4-0ffe1cc5b046 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.949570Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7fcb46f-6059-432e-91fe-444767dbe26e · outbound
This paper cites Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.954622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9526de0-46b9-4c11-8933-710b74330e2f · outbound
This paper cites Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.959631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78f93cbe-31e3-45f4-9e16-1c6ee9a1e4a4 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.964369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcda4f81-077c-4bca-aa95-1c4558a5ddb9 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 23
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-10T05:03:12.434184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8624ffda-299e-49f4-bfac-82692c81a839 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 24
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-10T05:03:12.252810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6c35c5d7-cc75-42eb-97ce-9a8d03fe1a13 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T05:03:12.828565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6697a866-c5c8-489a-adca-4d75d1c6d205 · outbound
This paper cites Zelle and Raymond J.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Zelle and Raymond J
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T05:03:12.813608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cd7dade0-df3f-4d1a-adb4-09abed50e8a3 · outbound
This paper cites In Proceedings of the 30th ACM International Conference on Information & Knowledge Management(Virtual Event, Queensland, Australia)(CIKM ’21).
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks In Proceedings of the 30th ACM International Conference on Information & Knowledge Management(Virtual Event, Queensland, Australia)(CIKM ’21)
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T05:03:11.880072Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8cc3774-ee36-469c-af82-f0fe177c1202 · outbound
This paper cites an unresolved cited work.
GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T05:03:12.844144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
No inbound Pith citation observations are available.