Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:31:42.888361Z
Paper Citation Record · LEDGER
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models
As of 11 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 1 inbound Pith citation observation for arXiv:2605.05210.
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, observed 2026-06-29T08:56:52.257584Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-29T09:03:16.027133Z
Reference resolution
7 of 7 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved1
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a6bdec5d-b8e1-4f07-b064-a2a04ab0eb2f · outbound
This paper cites 2021, Camps-Valls, Fernández-Torres et al.
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models 2021, Camps-Valls, Fernández-Torres et al
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:25:15.529281Z
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 7dfe10cd-ef7c-485d-8a65-ab85e8d5f17d · outbound
This paper cites an unresolved cited work.
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:25:15.519995Z
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 5d7d9d6a-11db-4e2c-8306-d41fd40c47d1 · outbound
This paper cites it,” “this event.
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models it,” “this event
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:25:15.533679Z
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 86dcb621-b7c2-4bb3-9aa5-12e7a9956269 · outbound
This paper cites - the predicted answer. MCQ accuracy is defined as Equation 1: 33 𝐴𝑐𝑐#$%= 1𝑁11[& !'(𝑦.
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models - the predicted answer. MCQ accuracy is defined as Equation 1: 33 𝐴𝑐𝑐#$%= 1𝑁11[& !'(𝑦
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:25:15.524797Z
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 0b2b5fe9-0b66-485f-be23-64ca7e6f7819 · outbound
This paper cites The three subplots correspond to vector, hybrid, and keyword retrieval, respectively, and dashed horizontal lines indicate the corresponding no-retrieval baseline for each model.
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models The three subplots correspond to vector, hybrid, and keyword retrieval, respectively, and dashed horizontal lines indicate the corresponding no-retrieval baseline for each model
Reference 5
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-14T12:25:15.515584Z
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 38f721b5-9910-49e6-8991-d44ea5c72b41 · outbound
This paper cites Which 45 area has the largest evacuation rate during Hurricane Harvey? I want to know it in zip code level.
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models Which 45 area has the largest evacuation rate during Hurricane Harvey? I want to know it in zip code level
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:25:15.511307Z
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 48725df7-cd51-4fef-b026-9eaea1ce6126 · outbound
This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.
DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:54:21.897164Z
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
Observation fdd1f94d-a333-43da-b060-bdaf94d35a06 · inbound
DisasterLex: An Expert Concept-to-Schema Knowledge Graph for Geospatial Reasoning in Disaster Analytics cites this paper.
DisasterLex: An Expert Concept-to-Schema Knowledge Graph for Geospatial Reasoning in Disaster Analytics DisastRAG: A Multi-Source Disaster Information Integration and Access System Based on Retrieval-Augmented Large Language Models
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T09:03:16.029326Z
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.