Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:35:21.374553Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2608.08618.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:35:21.374553Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
24 of 24 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c95dac3e-eb5d-4412-92a3-8f6b6337056d · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Semantics for the Internet of Things: Early progress and back to the future,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 101b9428-19a8-4b67-8650-99f9b93c2172 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Language models are few-shot learners,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ab67e64b-6938-4c23-95da-39ccfdeaa175 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices GPT-4 Technical Report
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c25af77-7487-40f0-a1d4-b80f51b20c87 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e4a8fd6-c162-4441-8fbb-79e12c9327e4 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Retrieval-augmented generation for knowledge-intensive NLP tasks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 95478b51-d7c1-438b-a3fe-fa932f62a259 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd8c05d7-e209-4434-a27a-08ad78c2ab87 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Survey of hallucination in natural language generation,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d99c0c26-fa29-4454-bc28-9e6cf8f4c5e8 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices IEC 63278-1:2023, asset administration shell for industrial applications, part 1: Asset administration shell structure,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1ed0e19d-10c5-44af-a5f5-0dfaa5182c56 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices SOSA: A lightweight ontology for sensors, observations, samples, and actuators,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0c728c52-1429-4ecf-9d00-12dad59f070d · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 646a7e55-b540-44e6-a81a-ce50a1cba3be · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Reciprocal rank fusion outperforms Condorcet and individual rank learning methods,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0bd6a152-8be4-4092-a5ee-b22849424d3f · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Passage Re-ranking with BERT
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2b4b376-49e8-4a8f-b794-f30e0d7c5316 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Leveraging passage retrieval with generative models for open domain question answering,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1ab25f08-a939-48b3-ae36-5687bf82c9df · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Reading Wikipedia to answer open-domain questions,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1753ecef-44c5-46f1-9840-9855e39ef5b4 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Sentence-BERT: Sentence embeddings using siamese BERT-networks,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0c3db46e-c0d4-4120-9379-de66b4969725 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Attention is all you need,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8825265a-79ec-431b-ad53-03835fc71cd5 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Conformal prediction: A gentle introduction,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9df79d81-9f25-4619-98a1-2a7b23fab415 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e692d2c2-a057-42af-ba49-cf11ca8723cb · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices JSON-LD 1.0: A JSON-based serialization for linked data,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ab53b0ae-7606-4e43-b7e3-0291d38f67f6 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Shapes constraint language (SHACL),
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6e28d85f-36d6-4221-b072-cf6cd09f6612 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices LLM4PLC: Harnessing large language models for verifiable programming of PLCs in industrial control systems,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 93d5642f-1864-4430-b877-4d16f843d3ef · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5835b4fe-4c2a-4743-9af4-a87d4b4c3181 · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices Vendor-aware industrial agents: RAG-enhanced LLMs for secure on-premise PLC code generation,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e7f35623-abc1-4b56-bf42-345a876e79ca · outbound
RAG-Based Auto-Configuration for Industrial Fieldbus Devices LayoutLM: Pre-training of text and layout for document image understanding,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
No inbound Pith citation observations are available.