Paper Citation Record · LEDGER

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2305.13168.

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

pith.paper-citation-record.v1
2305.13168 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:59:56.843291Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T05:56:11.477245Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6e209ffc-8346-42c1-89e7-20c21b16a057 · inbound

Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion cites this paper.

Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T21:59:56.843291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60b0ed5f-b948-4b78-a0ca-42454769d778 · inbound

GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction cites this paper.

GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 40

Resolution: malformed identifier; no resolver link, observed 2026-08-11T18:19:00.848536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d43aa47-365b-4988-bcdd-1729269a4079 · inbound

Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema cites this paper.

Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:10:18.021518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8f68d1-ee43-4123-a196-9f6676113b39 · inbound

K-ON: Stacking Knowledge On the Head Layer of Large Language Model cites this paper.

K-ON: Stacking Knowledge On the Head Layer of Large Language Model LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T16:16:36.698912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33b079af-acf0-44a1-bbaf-49b741d01647 · inbound

MPL: Multiple Programming Languages with Large Language Models for Information Extraction cites this paper.

MPL: Multiple Programming Languages with Large Language Models for Information Extraction LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:18.216835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e3457be-12a3-4aaa-a210-8c68fd8deda7 · inbound

How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance cites this paper.

How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:07:00.541845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a68c149-8f2d-4801-85e4-d453068fbb93 · inbound

From Instructions to ODRL Usage Policies: An Ontology Guided Approach cites this paper.

From Instructions to ODRL Usage Policies: An Ontology Guided Approach LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:10:25.038452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d2d828b-e0b5-4fe4-940e-eeee0b4a6c6f · inbound

From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies cites this paper.

From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T04:48:08.762913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a18d6ea3-9aac-41e7-918b-3d89f45749e0 · inbound

Matching Game Preferences Through Dialogical Large Language Models: A Perspective cites this paper.

Matching Game Preferences Through Dialogical Large Language Models: A Perspective LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:26.920503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae0874d8-7f52-41fe-9dbe-391747a18374 · inbound

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting cites this paper.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T11:33:13.394943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ded5703-94c0-43f2-b08e-2f194500f96f · inbound

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting cites this paper.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T11:33:13.398206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7a24259-7744-4e82-a3b1-e4ea495480c9 · inbound

Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery cites this paper.

Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T18:13:42.141672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf0aee1d-f9af-4747-b913-ffaf88a53894 · 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 LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Reference 107

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:56:11.478532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.