Paper Citation Record · LEDGER

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery

As of 5 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2606.21819.

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

pith.paper-citation-record.v1
2606.21819 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T12:45:16.298896Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact24
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier5
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a869b21-e562-4c6a-b31e-571e3decb930 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.487292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ad15c820-3ede-4950-8927-133e9ee7a3fd · outbound

This paper cites Semantic enhancement and change consistency network for semantic change detection in remote sensing images,.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Semantic enhancement and change consistency network for semantic change detection in remote sensing images,

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T12:49:28.478924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 74640099-032b-4f7b-8fad-fd6a0635c085 · outbound

This paper cites DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.497789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0f753047-10e3-42f4-84a3-7aca74bc9522 · outbound

This paper cites Earth ai: Unlocking geospatial insights with foundation models and cross-modal reasoning.arXiv preprint arXiv:2510.18318.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Earth ai: Unlocking geospatial insights with foundation models and cross-modal reasoning.arXiv preprint arXiv:2510.18318

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.505554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a5fc70bf-b343-424d-a889-b248d14fe679 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.491329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 226ecaa5-01fb-4447-aadd-93e9d6214ab4 · outbound

This paper cites Integration of Large Vision Language Models for Efficient Post-disaster Damage Assessment and Reporting.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Integration of Large Vision Language Models for Efficient Post-disaster Damage Assessment and Reporting

Reference 6

Resolution: malformed identifier; arxiv_id, observed 2026-07-04T07:49:39.313583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d302644f-d32c-44f2-aa73-acfc3d4f3126 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.491078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2680ea6b-63d5-4df8-81ec-7f8606aba3eb · outbound

This paper cites Agent AI: Surveying the Horizons of Multimodal Interaction.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Agent AI: Surveying the Horizons of Multimodal Interaction

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-06-26T12:49:28.493481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d5e2fe88-1e75-4743-ba9c-4eaa37631d03 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.500202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2ab9fb98-0d22-4eb0-b129-31070af138a0 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3054bb05-fb00-4d24-a16f-763788856d6f · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9565dd7-1219-4937-8d81-47e5c20f44d7 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.485556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 43b2b96a-9801-44f2-a7f5-72c7b3cb1784 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc952407-528d-4951-875c-de9bb12a2242 · outbound

This paper cites Wisco, and Sonja Lyubomirsky.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Wisco, and Sonja Lyubomirsky

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.486708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b33a378d-66f7-4479-8616-f32f66298410 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde61794-c1d3-45f5-a229-fbf9b5609529 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.568017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d1e1599c-a5a5-4e0d-848f-fedaad68d734 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.564527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9e01715d-33b7-44a3-bfc9-a38834d16e8c · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3b2ddf3-b968-44fb-9087-774a5dc3c475 · outbound

This paper cites Harnessing Large Language Models for Disaster Management: A Survey.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Harnessing Large Language Models for Disaster Management: A Survey

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.560144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 90cd8bd6-6598-4b06-bb93-b0dcb022a15a · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.501953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 17a2765c-e6da-46d5-a1b2-a73eae583001 · outbound

This paper cites Integrating earth observation data into the tri-environmental evaluation of the economic cost of natural disasters: a case study of 2025 LA wildfire.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Integrating earth observation data into the tri-environmental evaluation of the economic cost of natural disasters: a case study of 2025 LA wildfire

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.494072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5574ffe8-cede-4dae-9222-a079869bb465 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 233b2422-1e9b-4017-8f9e-c5253167f568 · outbound

This paper cites A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.562944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 46ef377a-f722-4cef-bbd1-d7fee6dce31c · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.566293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 13a1008b-4fd2-4c07-b751-235c87bf095d · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ef46f3-b6de-4604-a82c-e35435c46b35 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e8e0f3-0739-4ef7-bc1e-4140aece2076 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccd18b84-c8de-4ce5-bc5e-c68a787cee68 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edd48174-76e3-4218-8b33-7eaf73d2d7e8 · outbound

This paper cites DisasterQA: A Benchmark for Assessing the performance of LLMs in Disaster Response.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery DisasterQA: A Benchmark for Assessing the performance of LLMs in Disaster Response

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.554832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c688a7d6-37da-4fb7-9342-919a60c8690a · outbound

This paper cites Unleashing the Potential of Large Language Model: Zero-shot VQA for Flood Disaster Scenario.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unleashing the Potential of Large Language Model: Zero-shot VQA for Flood Disaster Scenario

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.512322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 98062272-9399-49e5-b8db-a9ebc618b173 · outbound

This paper cites Disasterm3: A remote sensing vision-language dataset for disaster damage assessment and response.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Disasterm3: A remote sensing vision-language dataset for disaster damage assessment and response

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.536806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f29da26f-e5ef-482c-8c00-fd69a4fb736f · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.557139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 14496375-5eab-42d7-8966-0bfac7cf75aa · outbound

This paper cites Papadopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, and Antonio Torralba.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Papadopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, and Antonio Torralba

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61ed7a3a-db1b-472e-8497-bb7b609e611e · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f7c168-29e9-4c03-b072-8f14496fc2b0 · outbound

This paper cites DamageArbiter: A Multimodal Arbitration Framework for Disaster Damage Assessment from Street-View Imagery.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery DamageArbiter: A Multimodal Arbitration Framework for Disaster Damage Assessment from Street-View Imagery

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-06-26T12:49:28.517054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5cd91a9e-87b9-4ac1-bf31-0a4c052e0f3c · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.526581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 36fd593b-0480-4092-ac01-cb32d9ad6a0d · outbound

This paper cites Portman, A.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Portman, A

Reference 37

Resolution: malformed identifier; doi_truncated, observed 2026-06-26T12:49:28.528576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e7182b9a-80b4-4a3d-b24a-17aa914341f8 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.555109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6835e042-6828-4772-b7a8-2f71df409ab7 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-06-26T12:49:28.569818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9b530f20-18cc-4744-bbcb-fd8cef2ef848 · outbound

This paper cites Purves , title =.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Purves , title =

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-26T12:49:28.533922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 24dd27b6-fc1b-4be2-b4be-85a563853df7 · outbound

This paper cites Masset, R.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Masset, R

Reference 41

Resolution: malformed identifier; doi_truncated, observed 2026-06-26T12:49:28.520577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b36b6d0f-ff3a-4356-b0ec-0d3c9064aa18 · outbound

This paper cites an unresolved cited work.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-26T12:45:16.298896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ef72397-6ba6-4296-b372-ce368ce28b5e · outbound

This paper cites 4KAgent: Agentic Any Image to 4K Super-Resolution.

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery 4KAgent: Agentic Any Image to 4K Super-Resolution

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T12:49:28.523826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.