Paper Citation Record · LEDGER

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2509.09721.

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

pith.paper-citation-record.v1
2509.09721 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:04:15.759087Z

measured 29 of 29 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T21:18:37.190647Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T21:19:02.969137Z

Reference resolution

28 of 28 outbound references displayed

verified exact6
verified fuzzy10
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75659b15-de58-41dc-9241-6501ea61a307 · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:21.841592Z

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 44200dd8-a93c-4361-a619-fef84c39d060 · outbound

This paper cites T., Liel, A.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval T., Liel, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:21.593718Z

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 26b1c935-b7ca-4465-ae3a-87b7414ae15c · outbound

This paper cites B., Atalić, J., Kišiček, T., Uroš, M., Baniček, M., & Novak, M.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval B., Atalić, J., Kišiček, T., Uroš, M., Baniček, M., & Novak, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:21.424884Z

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 0595cb20-7e54-4d08-93b6-749a744be4b2 · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:21.065623Z

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 87152d6c-c706-4b76-a1dc-d694303c47de · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:20.859801Z

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 3be32eac-a0b6-4e0f-9d2c-097aa883b5bd · outbound

This paper cites S., Behzadan, A.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval S., Behzadan, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:20.648008Z

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 6a2ce8f8-8fb3-446e-a7ce-9ed36ce80c24 · outbound

This paper cites S., & Yusop, Z.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval S., & Yusop, Z

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:20.406927Z

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 e4c9e398-7691-4ad6-ab50-9f5b4279f0d4 · outbound

This paper cites D., Kousky, C., Liao, Y., Nolte, C., Pollack, A.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval D., Kousky, C., Liao, Y., Nolte, C., Pollack, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:20.144326Z

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 665ecf31-4773-40bf-8417-234a15be8399 · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:19.800566Z

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 cd1a695c-79cf-4a82-9bb1-15f3269fde3c · outbound

This paper cites C., Hüsem, M., Adanur, S.,.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval C., Hüsem, M., Adanur, S.,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:19.494520Z

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 c771f8d9-c21e-41d4-bb6b-ce1737bfe0eb · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:18.943213Z

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 dcd277da-6577-4f0b-a2cc-3a29d6b972e4 · outbound

This paper cites B., & Noshadravan, A.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval B., & Noshadravan, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:18.553836Z

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 637f53a7-8346-4c0a-846d-890a11e65cdc · outbound

This paper cites & Liu, R.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval & Liu, R

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:18.225924Z

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 edf8bc6f-8934-47fb-9d7c-e89ddb393aaa · outbound

This paper cites (2022, January 20–22).

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval (2022, January 20–22)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:17.987342Z

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 fc64cc3f-8127-4472-ab2b-2a437928ff4c · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:17.791829Z

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 ee89c184-b24b-427a-bfd8-7405622683e2 · outbound

This paper cites (2025, May).

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval (2025, May)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:04:17.506296Z

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 8023870b-59dc-48ff-83c4-990a642a0c4f · outbound

This paper cites Research on Model Parallelism and Data Parallelism Optimization Methods in Large Language Model-Based Recommendation Systems.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Research on Model Parallelism and Data Parallelism Optimization Methods in Large Language Model-Based Recommendation Systems

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T21:04:14.986763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa7338c2-3f65-4fb6-b4bf-894029604490 · outbound

This paper cites Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T21:04:15.067148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed700bfa-ce1e-4e67-9787-f64b7d7b6161 · outbound

This paper cites Research on Low-Latency Inference and Training Efficiency Optimization for Graph Neural Network and Large Language Model-Based Recommendation Systems.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Research on Low-Latency Inference and Training Efficiency Optimization for Graph Neural Network and Large Language Model-Based Recommendation Systems

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:04:16.968242Z

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 5543a676-7c28-49ff-9c26-1e3eadf72247 · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:17.235732Z

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 aaafa12e-f9b1-4bd2-9f6d-7f7f72c6a65d · outbound

This paper cites Machine Learning-Based Prediction of Metal-Organic Framework Materials: A Comparative Analysis of Multiple Models.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Machine Learning-Based Prediction of Metal-Organic Framework Materials: A Comparative Analysis of Multiple Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:04:16.690926Z

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 6f43ada4-aca2-4e87-90f8-4202c1be04db · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T21:04:15.357722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 277dec9b-5b6d-49b4-8fd6-5a90b4e5b4ed · outbound

This paper cites A Reinforcement-Learning-Enhanced LLM Framework for Automated A/B Testing in Personalized Marketing.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval A Reinforcement-Learning-Enhanced LLM Framework for Automated A/B Testing in Personalized Marketing

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:04:16.503075Z

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 b1fa2c35-9c58-4248-9a0f-b114a49d9236 · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-08-04T21:04:16.267623Z

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 ca1ffea3-0d96-4afe-88b9-265ac19dd886 · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-08-04T21:04:16.103014Z

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 3c5fd9e8-5448-4846-94a0-d2be503ad532 · outbound

This paper cites Crop Yield Time-Series Data Prediction Based on Multiple Hybrid Machine Learning Models.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Crop Yield Time-Series Data Prediction Based on Multiple Hybrid Machine Learning Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:04:15.970270Z

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 6e2ece75-d308-41c6-b449-705a54dd729a · outbound

This paper cites Human-AI Co-Creation: A Framework for Collaborative Design in Intelligent Systems.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Human-AI Co-Creation: A Framework for Collaborative Design in Intelligent Systems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T21:04:15.759087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e3c147-3400-41a2-9cf9-df2e06a048ed · outbound

This paper cites an unresolved cited work.

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:04:21.218584Z

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.

Pith citing papers

Observation 98a34032-b2e3-4c7c-99ed-20bbc0ddcadc · inbound

Graph-Driven Cross-Industry Real-Time Monitoring Framework for Anti-Money Laundering Detection in Converged Mobility-Energy Supply Chain Networks cites this paper.

Graph-Driven Cross-Industry Real-Time Monitoring Framework for Anti-Money Laundering Detection in Converged Mobility-Energy Supply Chain Networks A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:19:02.970629Z

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.