Paper Citation Record · LEDGER

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting

As of 7 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2507.22619.

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

pith.paper-citation-record.v1
2507.22619 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:33:13.398206Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:33:16.492844Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact3
verified fuzzy6
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ba272886-34a8-4466-a447-7707f230cb4f · outbound

This paper cites Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:33:13.475379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a63a4e95-51be-43b9-b6bb-fb11d4db1187 · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T11:33:13.141522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cfb26ca-336c-4813-a2ef-5d32a462f92a · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.733471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12e9ab2f-16d5-40ff-9aac-dba9dab0b06c · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.723901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a01e0789-6292-4716-bd80-740f3f811885 · outbound

This paper cites Fatemi, J.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Fatemi, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:33:13.714661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6a42507d-b2fc-43a5-bb9a-7a4fcf8314ee · outbound

This paper cites Geng and H.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Geng and H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:33:13.705443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07c67fa6-ddd4-4e78-a766-789e0ee15a8c · outbound

This paper cites Grangel-González, M.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Grangel-González, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:33:13.686001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ebdd486b-b947-48e0-9135-f7333992bf65 · outbound

This paper cites Grangel-González, F.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Grangel-González, F

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:33:13.676567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc7ee4fb-7e5f-46fa-8a72-ff0211844ac3 · outbound

This paper cites Lehmann, S.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Lehmann, S

Reference 9

Resolution: verified exact; doi, observed 2026-08-06T11:33:13.666892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9305aaa1-59bd-4d00-ad25-3792c160a6b9 · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.656900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c5108c1-74f2-49f4-bf97-49ed986f14e7 · outbound

This paper cites Achiam, S.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Achiam, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:33:13.646100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0ed9482-0d8e-4719-a53e-4c44693345c6 · outbound

This paper cites Unifying Large Language Models and Knowledge Graphs: A Roadmap.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T11:33:13.361687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9447dad2-40b6-4847-91b0-b680f452492f · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.636161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 80690bd9-f819-4e8f-930c-676c87e60a45 · outbound

This paper cites SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T11:33:13.368301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eaa131a-42b1-496d-824d-e96b8a56b3a2 · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.625789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6cdcdca1-4086-4086-b58a-5c5d5602708a · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.610629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95cc4c72-a20e-43fa-bea2-2b17fed49eb6 · outbound

This paper cites Stevens, J.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Stevens, J

Reference 17

Resolution: verified exact; doi, observed 2026-08-06T11:33:13.437420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71741024-fc12-4dbe-9128-a64e8a875ba8 · outbound

This paper cites Tablan, D.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Tablan, D

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:33:13.600801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a6e2d621-89a3-4a9a-b1cc-18fad860ac0d · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.590790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f932603-f846-49d1-958b-259ca41c04de · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.581015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f7e229b-01fb-44b5-8f02-d03414c4adb6 · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.571010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

This paper cites LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities.

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 · outbound

This paper cites LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities.

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 ae710f57-c689-412f-9e51-eebb6ead564d · outbound

This paper cites an unresolved cited work.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:33:13.696337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 678a73b3-c39c-483f-b505-e950e1db13c2 · outbound

This paper cites SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T11:33:13.452246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 64f3035f-9e12-438a-92f2-110610e0d786 · inbound

OntoExtend: A Framework for Requirement-driven and Scalable Ontology Extension with LLMs cites this paper.

OntoExtend: A Framework for Requirement-driven and Scalable Ontology Extension with LLMs Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T16:33:16.492844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.