Paper Citation Record · LEDGER

From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2403.08345.

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

pith.paper-citation-record.v1
2403.08345 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:54:29.533973Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

44
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 98a21050-4349-425b-bd48-a4542183ff4d · inbound

Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications cites this paper.

Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T20:54:29.533973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c594f945-e2f3-4925-9fc0-583f7e4303d3 · inbound

Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation cites this paper.

Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T05:13:48.797500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb4a944-d80d-44e1-904f-cf94fbfd3f89 · inbound

LLMs4Life: Large Language Models for Ontology Learning in Life Sciences cites this paper.

LLMs4Life: Large Language Models for Ontology Learning in Life Sciences From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T23:57:20.413726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e8b748f-c92a-4f86-9eaf-95cde1c04815 · inbound

Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field cites this paper.

Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T18:05:58.663106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6abcb1ab-c4a1-4563-b26c-17d90a2e8053 · inbound

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations cites this paper.

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T17:22:05.484884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59277268-229b-42c6-b70d-eed0ff8accaf · inbound

Mining for Species, Locations, Habitats, and Ecosystems from Scientific Papers in Invasion Biology: A Large-Scale Exploratory Study with Large Language Models cites this paper.

Mining for Species, Locations, Habitats, and Ecosystems from Scientific Papers in Invasion Biology: A Large-Scale Exploratory Study with Large Language Models From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T00:07:22.058283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f54416-fc28-4656-9f7d-f54d7b7c29cf · inbound

Auto-Evaluation: A Critical Measure in Driving Improvements in Quality and Safety of AI-Generated Lesson Resources cites this paper.

Auto-Evaluation: A Critical Measure in Driving Improvements in Quality and Safety of AI-Generated Lesson Resources From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 692

Resolution: unresolved; no resolver link, observed 2026-08-10T15:51:48.553289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36daa00-0d80-4eda-987f-6dd57f44d44b · inbound

OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases cites this paper.

OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:27.595835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c4817a7-ced6-4cf2-a437-ec4310b6e817 · inbound

Retrieval-Augmented Generation of Ontologies from Relational Databases cites this paper.

Retrieval-Augmented Generation of Ontologies from Relational Databases From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:25.936405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c57c7e6-bcc8-4a79-8347-c0c01786e116 · inbound

CORE-KG: An LLM-Driven Knowledge Graph Construction Framework for Human Smuggling Networks cites this paper.

CORE-KG: An LLM-Driven Knowledge Graph Construction Framework for Human Smuggling Networks From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:40:57.302769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97915d55-0d4b-4c84-8390-e5d2dfffe769 · inbound

Introducing the Swiss Food Knowledge Graph: AI for Context-Aware Nutrition Recommendation cites this paper.

Introducing the Swiss Food Knowledge Graph: AI for Context-Aware Nutrition Recommendation From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:43:13.635006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec94a0f4-3e55-4360-90a2-df8182ee0daf · inbound

Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety cites this paper.

Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:07:04.231829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d4a26966-8bbf-4c46-9156-b6c8b36e4024 · inbound

MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph cites this paper.

MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T19:32:56.899850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80709412-8ecd-496d-9d56-e07d43faca46 · inbound

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction cites this paper.

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:26:47.233420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c0c4f05-b85b-42fb-a429-0f58e2acfe32 · inbound

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval cites this paper.

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:13:30.219991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7b9c367-c1fe-4720-a492-4cd170d35be1 · inbound

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval cites this paper.

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 270

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:56:11.396790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2f09fc2e-c5f7-43e9-84a5-5a055a5d41b9 · inbound

Automatic Ontology Construction Using LLMs as an External Layer of Memory, Verification, and Planning for Hybrid Intelligent Systems cites this paper.

Automatic Ontology Construction Using LLMs as an External Layer of Memory, Verification, and Planning for Hybrid Intelligent Systems From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:06:02.990864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa16bd9a-d71c-48b6-aee1-7d4e134b4cf5 · inbound

Supporting System Testing with a Multi-Agent LLM-based Framework for Knowledge Graph Extraction: A Case Study with Ethernet Switch Systems cites this paper.

Supporting System Testing with a Multi-Agent LLM-based Framework for Knowledge Graph Extraction: A Case Study with Ethernet Switch Systems From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T08:33:08.876830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 98b305af-b279-4c0b-9ca9-f16eb250df1d · inbound

Ontology-Guided Evidence Path Inference for Multi-hop Knowledge Graph Question Answering cites this paper.

Ontology-Guided Evidence Path Inference for Multi-hop Knowledge Graph Question Answering From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:15:50.918178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 940f426c-e175-46eb-aae7-a8627cb14089 · inbound

A Multi-Agent Framework for Zero-Dimensional Reduced-Order Model Planning cites this paper.

A Multi-Agent Framework for Zero-Dimensional Reduced-Order Model Planning From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-14T07:48:34.056063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.