Paper Citation Record · LEDGER

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA

As of 11 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.21680.

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

pith.paper-citation-record.v1
2607.21680 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:57:31.711323Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 48a6538f-96ff-4ee0-986e-d56dacf01a34 · outbound

This paper cites Bridge and tunnel inspection status (in japanese).https://www.mlit.go.jp/ road/road/traffic/hyoushiki/index.html,.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Bridge and tunnel inspection status (in japanese).https://www.mlit.go.jp/ road/road/traffic/hyoushiki/index.html,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.054261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e57c039c-6b16-4353-81e9-0cb9a29ff22e · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language under- standing.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA BERT: Pre-training of deep bidirectional transformers for language under- standing

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.131743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16624e43-11c4-4c77-a775-069d799275c0 · outbound

This paper cites Japanese BERT- large (cl-tohoku/bert-large-japanese-v2).

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Japanese BERT- large (cl-tohoku/bert-large-japanese-v2)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.197841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313e7afe-0567-451f-ab82-6ccc08c934ee · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.263991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0217b3-7701-4adb-8242-fa248d5eb2c0 · outbound

This paper cites QLoRA: Efficient fine- tuning of quantized LLMs.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA QLoRA: Efficient fine- tuning of quantized LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.398523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a63cb43d-77fd-4f1c-acaf-3425542187b4 · outbound

This paper cites QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.517903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561d909f-7408-4ce7-b105-ab3db89cfbb4 · outbound

This paper cites Retrieval-augmented gen- eration for knowledge-intensive NLP tasks.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Retrieval-augmented gen- eration for knowledge-intensive NLP tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.607315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation affcf6ca-bb35-4c77-a715-f29995fe422e · outbound

This paper cites Dense passage retrieval for open-domain question answering.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Dense passage retrieval for open-domain question answering

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.681288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ac424b-6f88-4c85-8aa4-47242cd1e6cf · outbound

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

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.747159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f846ad66-2efe-49e2-b641-65cb9f7fb0ba · outbound

This paper cites Bridge crack detection and classification using a two-stage deep convolutional neural network.Automation in Construction, 150:104821, 2023.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Bridge crack detection and classification using a two-stage deep convolutional neural network.Automation in Construction, 150:104821, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.844309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6baf3b0a-13a5-4293-a447-f74875a92343 · outbound

This paper cites Automated visual inspec- tion of bridge surface cracks using deep learning.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Automated visual inspec- tion of bridge surface cracks using deep learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:29.907483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6cb189f-e1e5-40ae-9afc-1871ffa4fd91 · outbound

This paper cites Quantized vision-language mod- els for damage assessment: A comparative study of LLaV A-1.5-7B quantization levels.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Quantized vision-language mod- els for damage assessment: A comparative study of LLaV A-1.5-7B quantization levels

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.014086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 054bd399-6cd1-4951-995f-e498c01ae0d3 · outbound

This paper cites A survey on large language model based autonomous agents.Frontiers of Computer Sci- ence, 18(6):186345, 2024.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA A survey on large language model based autonomous agents.Frontiers of Computer Sci- ence, 18(6):186345, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.200996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cb1663-0170-4522-bcbf-4f44c1e14728 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.264326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7baf1aaa-0df6-405c-bbc4-b6c6167b39be · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA On the Opportunities and Risks of Foundation Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.338967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec6adab2-80ab-448b-8346-e755a4e10604 · outbound

This paper cites HuggingGPT: Solving AI tasks with Chat- GPT and its friends in HuggingFace.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA HuggingGPT: Solving AI tasks with Chat- GPT and its friends in HuggingFace

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.502164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1fc6ecc-c593-4ac3-ab55-d44295421a25 · outbound

This paper cites O’Brien, Carrie J.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA O’Brien, Carrie J

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.565728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc13b8e-4e18-4285-ac83-3baf80c1b635 · outbound

This paper cites Farrar and Keith Worden.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Farrar and Keith Worden

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.601460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0508f3db-5398-4305-a3d6-993656d7cece · outbound

This paper cites an unresolved cited work.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.674442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a16fbb93-42bd-44bb-90f7-5b1d2d8a8085 · outbound

This paper cites an unresolved cited work.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.833778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c5d6e9a-bdb9-4d7c-b5ed-fc27f64efee7 · outbound

This paper cites Deep learning-based crack damage detection using convolutional neural networks.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Deep learning-based crack damage detection using convolutional neural networks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:30.904948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014680c9-8e8f-477c-9121-dc87c1be8d03 · outbound

This paper cites Road damage detection and classification using deep neural networks with smartphone images.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Road damage detection and classification using deep neural networks with smartphone images

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:31.070726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac3e7b85-8ee7-4851-a54c-f04da384b80c · outbound

This paper cites Qwen2.5 Technical Report.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Qwen2.5 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:31.238300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c10cf4-4d3d-4a9e-a03a-a2105e322ded · outbound

This paper cites Static embedding japanese.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA Static embedding japanese

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:31.392349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f73cc97-7f52-43b2-b1d9-27adc5516db2 · outbound

This paper cites LLM.int8(): 8-bit ma- trix multiplication for transformers at scale.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA LLM.int8(): 8-bit ma- trix multiplication for transformers at scale

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:31.559755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa2233b-0372-4010-b9cc-87a3bba4d57d · outbound

This paper cites PEFT: State-of-the-art parameter-efficient fine-tuning.https: //github.com/huggingface/peft, 2023.

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA PEFT: State-of-the-art parameter-efficient fine-tuning.https: //github.com/huggingface/peft, 2023

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T07:57:31.711323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.