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Paper Citation Record · LEDGER

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation

As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.21585.

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

pith.paper-citation-record.v1
2507.21585 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:43:14.421548Z

measured 51 of 51 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 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

51 of 51 outbound references displayed

  • verified exact4
  • verified fuzzy1
  • unresolved43
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 208ac0b2-2e4d-4ded-9ea1-568385abb12d · outbound

This paper cites SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Reference 1

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no resolver link, observed 2026-08-06T12:43:09.432257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:09.432257Z digest=sha256:2ace41b09e808ff38d68112e2df6240a5c1ad253410f2a778886dc5d50d25c9b

Observation 86932e03-ed87-4b7c-a304-af7d91f7cef6 · outbound

This paper cites Qwen2.5-VL Technical Report.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Qwen2.5-VL Technical Report

Reference 2

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no resolver link, observed 2026-08-06T12:43:09.561406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:09.561406Z digest=sha256:9b05ba816521f0e11aa35db098fbd8979d331ebf199eeae03520d8549a8ebf26

Observation 8c2b7f56-7515-4404-b92e-c614e4e9ec45 · outbound

This paper cites Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:43:16.274121Z

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.

source=pdf_text observed=2026-08-06T12:43:09.677895Z digest=sha256:1343f5a3e1eb8c07706fe3a9be6132cce6add2ca2883e6f605656e0454227160

Observation 44dea1fb-3413-481d-8c86-6501d926bea7 · outbound

This paper cites Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:09.823740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:09.823740Z digest=sha256:f3d80d86441bf6990e921d5bf886ec624137a5218d95812913ee6375e75486d4

Observation 8438b07d-5d8a-4421-9bf1-a658af724ab6 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.523693Z

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.

source=pdf_text observed=2026-08-06T12:43:10.000365Z digest=sha256:d8f288a4b916d7e589751070b5e0a9fe9070916ecc10b4207d0de799fe2f668f

Observation 13c538cf-d29b-4180-84f9-95d96dd73a4a · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.512403Z

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.

source=pdf_text observed=2026-08-06T12:43:10.117713Z digest=sha256:edf3244a53b531af6f25adfac7bd4b890bbca6bf932f1cdd775cb0f361a5b707

Observation 72e75219-feaf-4857-9716-51f08d1d9aa2 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-06T12:43:10.241692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.241692Z digest=sha256:e03dfe033780db545efa305256b0a72a1a5790df71de8729cd652eff14a1fd78

Observation b630edb4-2e48-4f98-b461-a1c86bc17d58 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

Resolution
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no resolver link, observed 2026-08-06T12:43:10.349377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.349377Z digest=sha256:f3fecf07eb682d0ae320b437cd6a71dab32bd4d4617784aa7466016e5f47a0db

Observation 11f2d8c4-8f35-48c6-9037-9e79d273df7f · outbound

This paper cites MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation

Reference 9

Resolution
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no resolver link, observed 2026-08-06T12:43:10.467239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.467239Z digest=sha256:aeeb0e84ee1575ea55ed2b1304ff96cd0a900b3a0fcea2734ef517ed4ccf03af

Observation d725c0df-e1cf-45dd-a68a-448433325571 · outbound

This paper cites Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark

Reference 10

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no resolver link, observed 2026-08-06T12:43:10.614622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.614622Z digest=sha256:73a2f07662656f22aa4ee332dd8eef3f76a01a1ced4dbeb36297e2cdfbacde1b

Observation 14379ee8-a141-4c23-9852-210ff10b6d32 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

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no resolver link, observed 2026-08-06T12:43:10.769811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.769811Z digest=sha256:50a8a5a735538aa46355354af97a804f01cd03bd5c9a731d4904b4224c5b5466

Observation 1f26e331-b50f-4d91-a108-3e6bf18e7ceb · outbound

This paper cites Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:10.891565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:10.891565Z digest=sha256:77b1291336441640e3dfdb5f40ad5c30746227d48740bba73682b7fb4cc0c24c

Observation 525d7972-6fb7-437c-82d3-5d72d60e0973 · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 13

Resolution
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no resolver link, observed 2026-08-06T12:43:11.011082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.011082Z digest=sha256:25c2a713ccb07f20d59164e6bd325bc01f1eab15ed63e92bad23188799974067

Observation d65e78e0-3c55-4dae-8a27-730cd21a5489 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-06T12:43:11.126818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.126818Z digest=sha256:1883697d0dd12bb209f284322af43839ad0aa6c8175ad1618be10b321eb32209

Observation 9124b03b-a9c1-4f1b-9257-5e77a5078749 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.502313Z

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.

source=pdf_text observed=2026-08-06T12:43:11.241021Z digest=sha256:b78423091c33d5f8c6f3ca482f5915bd365f988746ef0f7c9924e68d0458e9c6

Observation 56db1bcb-80d7-45e6-9b19-d2b7b25b9324 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 16

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raw_fallback, observed 2026-08-06T12:43:16.491594Z

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.

source=pdf_text observed=2026-08-06T12:43:11.373616Z digest=sha256:24dc43f5975accb6bf5de947475bdd79c02ad571d9ebb725523ac23bd838d6e8

Observation a791e8cb-f847-4065-8007-4df645d3305e · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation LLaVA-OneVision: Easy Visual Task Transfer

Reference 17

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no resolver link, observed 2026-08-06T12:43:11.498726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.498726Z digest=sha256:08087e6763199884eafbb77deb2a7dd34119c2c4d00c85db92323af75168d675

Observation 21e856cf-8c4b-4112-b25d-3bf6a2c0c40a · outbound

This paper cites PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System

Reference 18

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no resolver link, observed 2026-08-06T12:43:11.585684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:11.585684Z digest=sha256:f16cca14d71131c2e62b863d158eaefb1428e4ee6bf79bf8569384de26dbdada

Observation d3d57361-9af9-4237-bb3e-2a7b8ce64bf7 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.482515Z

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.

source=pdf_text observed=2026-08-06T12:43:11.662408Z digest=sha256:59d446423483bc99a2de813e6154c8a6c94e3ef72ef0d12217999e1960713234

Observation 7ea34320-72cc-4f8b-a784-9a86d08e55eb · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.473309Z

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.

source=pdf_text observed=2026-08-06T12:43:11.725930Z digest=sha256:69b4727e885d82e09c0d2d1ea0fc5ad4ac2d8c778d45efb70facb4fd72e18445

Observation d3a4b8d8-0cca-4448-bf7d-e36d2cfa8bf0 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 21

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raw_fallback, observed 2026-08-06T12:43:16.463446Z

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.

source=pdf_text observed=2026-08-06T12:43:11.816503Z digest=sha256:b3bb7d0adecb1d0317f28097834824242625d5b0cb765e1abfe3116e929bd629

Observation 1ab5b335-5963-45cc-8779-08453305f1b7 · outbound

This paper cites Can LVLMs Obtain a Driver's License? A Benchmark Towards Reliable AGI for Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Can LVLMs Obtain a Driver's License? A Benchmark Towards Reliable AGI for Autonomous Driving

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:43:15.864319Z

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.

source=pdf_text observed=2026-08-06T12:43:11.886738Z digest=sha256:b4d62f26890b11d5df0d19b6cad58696efd20a1572fc335d28d5b48a7d3f86f3

Observation 2a703eac-ac25-494a-9b16-03e5bc32afde · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.453823Z

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.

source=pdf_text observed=2026-08-06T12:43:11.977898Z digest=sha256:de0f14090998b36c56c547d69479634f8c34b5c0a4f48504f029b3b647cab80d

Observation f31f47d9-a85f-4748-baad-b6f8be6d7ba4 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.444049Z

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.

source=pdf_text observed=2026-08-06T12:43:12.044997Z digest=sha256:bcd50300064dceae580d15062dc842a05eabd1947aff61822f52a0873a62801d

Observation 466abe31-c157-43bd-970f-013336e4ff79 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.434181Z

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.

source=pdf_text observed=2026-08-06T12:43:12.142165Z digest=sha256:fc0708f87327f7c85a7ee483311b0f0d50fbf67419899a01f57b4c089512771c

Observation 0d22b873-cc78-423c-a4d0-ae1e19929cd8 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.425107Z

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.

source=pdf_text observed=2026-08-06T12:43:12.244053Z digest=sha256:4a1ec5c9bc0c850b40c78ebe22888c30cb56d6f12b34ec731d5e5195800435e9

Observation 82bea3a9-926e-4252-8688-64904f833f63 · outbound

This paper cites A Language Agent for Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation A Language Agent for Autonomous Driving

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:12.333709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.333709Z digest=sha256:7218f73743eb72e27cca87b04f06411f858d098ec1849a6ac87df96cb929c7cd

Observation cdd96798-a85b-4d8e-a8a1-a7d93ad0ed42 · outbound

This paper cites Generation-Augmented Retrieval for Open-domain Question Answering.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Generation-Augmented Retrieval for Open-domain Question Answering

Reference 28

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unresolved
no resolver link, observed 2026-08-06T12:43:12.405825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.405825Z digest=sha256:375653c2b5fb0bdb7e3cf1f654130df2158fd18fa26b288827d62086272b9bb2

Observation 2146c4f8-43d1-4352-849e-57ae02f883c7 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.415284Z

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.

source=pdf_text observed=2026-08-06T12:43:12.498810Z digest=sha256:06bd59dfbc01e0c3a916f19d2be14f5b67d9fc83f2bcf8a7e68c526e930c6521

Observation 63f6338e-4447-423b-ba8c-487398362f72 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 30

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no resolver link, observed 2026-08-06T12:43:12.592713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.592713Z digest=sha256:9f90f6fcd0f7dfe281b39e7a3ca97c69aad30a1327c39181730fbd5f24429322

Observation aa645313-e3f7-411c-8a2e-7c1b9c84b292 · outbound

This paper cites GPT-4 Technical Report.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation GPT-4 Technical Report

Reference 31

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unresolved
no resolver link, observed 2026-08-06T12:43:12.692426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.692426Z digest=sha256:fe2c00c08a6e4f02b8147a257fb14b0bdc2ed691d0a5a7269167000d7ff06c0d

Observation fa481ad1-50dc-4a53-ba95-38e8808c1c96 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:12.765452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:12.765452Z digest=sha256:3d688ab499ec64b7a9599fe4455f02c5d013356923858533394db9c6ffd5e781

Observation 5d1348db-2d20-41bb-bb8f-12a8f1e5ebdb · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 33

Resolution
verified exact
raw_fallback, observed 2026-08-06T12:43:15.617363Z

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.

source=pdf_text observed=2026-08-06T12:43:12.851145Z digest=sha256:1a4bc272778b34a479484b57b0531564decf3ceb4cb45d04b707cccae72074bc

Observation c8aee5f8-a198-4685-bdb4-dd8d6d8e9f1d · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 34

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T12:43:15.417239Z

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.

source=pdf_text observed=2026-08-06T12:43:12.941520Z digest=sha256:9758d8140c706653208814e8c1fc40ed89510fe6d42f302a9411b7b726318c79

Observation 1cc98d75-1473-4a22-a7a7-9ace5b37afd4 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 35

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unresolved
no resolver link, observed 2026-08-06T12:43:13.047369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.047369Z digest=sha256:7fcf1954e2b37f6d23d2ca5550df6ec5a53820370e537cda6c052c6e29ec5481

Observation 6811a53b-453e-4d99-ba37-c329230e9fa9 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 36

Resolution
malformed identifier
no resolver link, observed 2026-08-06T12:43:13.152468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.152468Z digest=sha256:41a06fbfb3020c460b37ef49b5a4e40e8274d9051cd5b8dee43cbd5a333656b6

Observation a53d1416-bcec-4655-b1bf-93f80cd9b3df · outbound

This paper cites MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.249892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.249892Z digest=sha256:fb2b5bf878d092500e7401911e55f8b3cf8e22321dc7959efe2d5967b4a89fe1

Observation 4736bd04-c71a-4688-94ee-10fa3a6909e0 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.405616Z

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.

source=pdf_text observed=2026-08-06T12:43:13.346368Z digest=sha256:9c72dfef36ab8c704358aaa23ebea7d11009394d934e643fc03aa335f04d8466

Observation 39be884f-6d08-4e32-9390-11bb82176a73 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.395248Z

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.

source=pdf_text observed=2026-08-06T12:43:13.417945Z digest=sha256:787a0e13eedd4fd925eaccac33eafc96f2155e77c929d0a45ef444565bfd9e4c

Observation a2af0cf2-3c04-4757-92f1-d7f631d6d8ee · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.385408Z

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.

source=pdf_text observed=2026-08-06T12:43:13.481206Z digest=sha256:0528da985434e0910bc88cb26e7eeee6ef25ce57c81cfd97932631f8f45ed974

Observation e8673ff3-dd16-4324-8701-9693a7714517 · outbound

This paper cites DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.577811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.577811Z digest=sha256:54447e47589c960b9b38656c5ae7f2f83ad7b087b14c43bcd71fc0282ceddb92

Observation fdfeb0eb-b620-46e4-8282-73d35eb18a3e · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.678975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.678975Z digest=sha256:78b5d2d6d67898d2ca5b6f133fd2305f6eb9569a8d632da78747fb4097fdcd8c

Observation 8be1a33b-b630-4d70-9886-abd17e414a25 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.371855Z

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.

source=pdf_text observed=2026-08-06T12:43:13.753142Z digest=sha256:d7a03c42fcaaeb0ccb904f8eea16900c317af5deecea02f7510846e0e0aa3811

Observation 9b937d12-44ba-4735-83ef-71291794a3bc · outbound

This paper cites On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.858255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.858255Z digest=sha256:bf7b655961b5b7f7c8c30e12f5fc6dc3303f9c2bbb840f9017a3930e614e6a59

Observation 2dab6c9a-9b28-4391-adcc-2cb11aefaf3b · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.359263Z

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.

source=pdf_text observed=2026-08-06T12:43:13.926174Z digest=sha256:b1d2114dcc1ff776649ba70d6bf0cf69e864abeb55c007716c6da6fab81dc8ef

Observation 4ee691a6-df6c-4f2d-929e-fa253e925aa6 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.337116Z

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.

source=pdf_text observed=2026-08-06T12:43:14.121562Z digest=sha256:432496a4bf7c33995add43971428d0eb4236734e4b81af11a07e3d96137e5ad5

Observation 3a32e394-6d8f-474a-ae4c-4ab4378ae1e3 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.322751Z

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.

source=pdf_text observed=2026-08-06T12:43:14.186739Z digest=sha256:2df4cf00ee7b81566be6f2b139e6e4f834f64866b0fec4ad6c6c9a115114a765

Observation 1066c8d1-0806-460f-93be-552d699da8f8 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:43:16.311204Z

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.

source=pdf_text observed=2026-08-06T12:43:14.278966Z digest=sha256:c2f16f2f13054c493a3e7caf90c24028e01611543b08970f349d17696ac993c9

Observation fd14fc8e-4f5b-40d5-892c-9edf88ad5265 · outbound

This paper cites an unresolved cited work.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:14.368209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:14.368209Z digest=sha256:b8374b84bbbc481c71c6e870bdeff82d04f542437ea1e48862a65fa1e4c70328

Observation 836e50e6-5b5c-48e0-b6b1-3d018eaa797f · outbound

This paper cites AVOID: Autonomous Vehicle Operation Incident Dataset Across the Globe.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation AVOID: Autonomous Vehicle Operation Incident Dataset Across the Globe

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:43:14.608470Z

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.

source=pdf_text observed=2026-08-06T12:43:14.421548Z digest=sha256:8a55883fee9a5be932c6aa5cd9efc50398d53161a2bac7d6efa9612885cecb5e

Observation 05d1d221-0e03-426f-a868-bc415266a8d8 · outbound

This paper cites Accessed: 2025-07-21.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Accessed: 2025-07-21

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:43:16.348060Z

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.

source=pdf_text observed=2026-08-06T12:43:14.019300Z digest=sha256:234e825e3388563419787ffce8ad4abee752d6a68936bd22f274946d08993985

Pith citing papers

No inbound Pith citation observations are available.