Paper Citation Record · LEDGER

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2505.17520.

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

pith.paper-citation-record.v1
2505.17520 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:49:21.781329Z

measured 15 of 15 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

15 of 15 outbound references displayed

verified exact2
verified fuzzy3
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75814b6b-baf3-4aa2-b387-04fb7a611460 · outbound

This paper cites Critical Infrastructures Vulnerability and Risk Analysis,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Critical Infrastructures Vulnerability and Risk Analysis,

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T14:49:22.028628Z

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 01c3c3c4-4a41-45b6-9516-aacd16ae2bf3 · outbound

This paper cites Failures In Electrical Systems, Equipments & Materials - Causes & Prevention,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Failures In Electrical Systems, Equipments & Materials - Causes & Prevention,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:23.533741Z

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 b9b53115-3477-4a9a-b175-61b18e89f905 · outbound

This paper cites Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:20.816329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03da5c9b-3333-4bad-9af2-39c72915d716 · outbound

This paper cites Blog - Retrieval-Augmented Generation: Engineering a Smarter AI Future,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Blog - Retrieval-Augmented Generation: Engineering a Smarter AI Future,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:23.337358Z

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 db8b103e-660e-4a19-b248-1b4a0ac76f4f · outbound

This paper cites Maximizing RAG efficiency: A comparative analysis of RAG methods,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Maximizing RAG efficiency: A comparative analysis of RAG methods,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:20.951444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d5cd051-6108-41ad-a515-cd428fdb63aa · outbound

This paper cites Performance Evaluation of Vector Embeddings with Retrieval -Augmented Generation,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Performance Evaluation of Vector Embeddings with Retrieval -Augmented Generation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:21.049760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fbf212c-f230-4aa1-8408-5551ec3d1967 · outbound

This paper cites Vector Databases and Vector Embeddings-Review,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Vector Databases and Vector Embeddings-Review,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:21.122877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e90a65c-2edb-444c-80aa-207dae47de04 · outbound

This paper cites A Method for Parsing and Vectorization of Semi-structured Data used in Retrieval Augmented Generation.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers A Method for Parsing and Vectorization of Semi-structured Data used in Retrieval Augmented Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:21.197734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4673792a-fe71-4936-98f6-ef2a188c5dd3 · outbound

This paper cites Analyzing Embedding Models for Embedding Vectors in Vector Databases,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Analyzing Embedding Models for Embedding Vectors in Vector Databases,

Reference 9

Resolution: verified exact; raw_fallback, observed 2026-08-07T14:49:22.783928Z

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 301077ce-aa1d-4b20-8fe6-381187624a1c · outbound

This paper cites Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDF s: An Experience Report,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDF s: An Experience Report,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:23.197724Z

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 757c5b50-b242-4964-ba35-67acaddf8a65 · outbound

This paper cites A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:21.561655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5e45c41-3639-45ce-a889-ae12bca04d4d · outbound

This paper cites Generative Retrieval -Augmented Ontologic Graph and Multiagent Strategies for Interpretive Large Language Model-Based Materials Design,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Generative Retrieval -Augmented Ontologic Graph and Multiagent Strategies for Interpretive Large Language Model-Based Materials Design,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:21.640230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46e3fb1e-e050-4d28-8862-7436edff428b · outbound

This paper cites Retrieval augmented generation using engineering design knowledge,.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Retrieval augmented generation using engineering design knowledge,

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T14:49:22.440230Z

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 e9516104-04fd-4a1d-943d-c58779c44f56 · outbound

This paper cites Development of a Cognitive Assistant for Industrial Maintenance Based on Retrieval- Augmented Generation (RAG) at STMicroelectronics.

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers Development of a Cognitive Assistant for Industrial Maintenance Based on Retrieval- Augmented Generation (RAG) at STMicroelectronics

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:21.781329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae01883f-db87-49db-8ab5-2ec5b7bf497f · outbound

This paper cites Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report.

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:21.447837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.