Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:23:31.140643Z
Paper Citation Record · LEDGER
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs
As of 20 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.00877.
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 2026-08-19T06:32:44.657259+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
15 of 15 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved11
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ce82f14c-0b19-45b7-b1f1-c81f8b2c79eb · outbound
This paper cites If the database records conflict with what you see in the image, trust the im- age.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs If the database records conflict with what you see in the image, trust the im- age
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:23:32.130641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dbb4f416-b187-4498-87c0-c0ea7419c574 · outbound
This paper cites Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:30.975726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cf14898-1f09-4507-a2cb-a08bc9a8e80d · outbound
This paper cites whether a building is a school or an office, place names), trust the database records.”.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs whether a building is a school or an office, place names), trust the database records.”
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:23:32.017938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2575ce3b-6ac9-4c10-978e-918ddb0718d0 · outbound
This paper cites an unresolved cited work.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:23:31.934127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 48c5febe-d366-4ed8-ad13-bdadb7bbf74a · outbound
This paper cites When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:31.028343Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed22dc0d-dbd2-4b84-b575-ecb35d32914e · outbound
This paper cites Ge- ographic database records for this image’s location (may be outdated or incomplete): {knowledge}.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Ge- ographic database records for this image’s location (may be outdated or incomplete): {knowledge}
Reference 6
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-15T15:23:31.472208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e565990c-1a49-4d44-a008-a7ea8450681d · outbound
This paper cites Yiming Xiao, Kai Yin, and Ali Mostafavi.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Yiming Xiao, Kai Yin, and Ali Mostafavi
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:31.040438Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f38f1512-283b-4ded-a6d3-ead0596e1e72 · outbound
This paper cites Corrective Retrieval Augmented Generation.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Corrective Retrieval Augmented Generation
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:31.046021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c7ec7c5-32c4-4ad9-9377-c9d99b9a2c41 · outbound
This paper cites Woodpecker: Hallucination Correction for Multimodal Large Language Models.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Woodpecker: Hallucination Correction for Multimodal Large Language Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:31.051918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa14817f-fba1-4e34-8bd9-3f3aaf2ca225 · outbound
This paper cites If the database records con- flict with what you see in the image, trust the database records.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs If the database records con- flict with what you see in the image, trust the database records
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:23:32.113784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1637cbf1-d6ee-4e71-b88e-e9ca8d7d24c9 · outbound
This paper cites an unresolved cited work.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:23:31.770797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 152b8ebe-3f10-408d-b737-7fc9b11a71d0 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs LLaVA-OneVision: Easy Visual Task Transfer
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:31.016368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63f8b2e0-6166-4d1b-b2b5-9c7c93da8be2 · outbound
This paper cites Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:31.022075Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3b65a49-5cb9-4b2d-ad5d-9e7aaeffecee · outbound
This paper cites NeurIPS 2025.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs NeurIPS 2025
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:30.941538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c599b9dc-1828-4926-95d1-7f46eafe1951 · outbound
This paper cites SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation.
GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:23:31.033583Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.