Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-01T07:18:18.453662Z
Paper Citation Record · LEDGER
Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations
As of 15 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2605.26874.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T10:50:12.992781Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T08:59:42.042483Z
Reference resolution
4 of 4 outbound references displayed
- verified exact3
- verified fuzzy1
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ccf435d7-48cd-4fb8-9c70-498166469e46 · outbound
This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T08:35:34.342418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0f9809b3-9fbb-4fb7-a6ce-4e8a92500922 · outbound
This paper cites ISO 14224:2016 — petroleum, petrochemical and natural gas industries — collection and exchange of reliability and maintenance data for equipment.
Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations ISO 14224:2016 — petroleum, petrochemical and natural gas industries — collection and exchange of reliability and maintenance data for equipment
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T15:52:39.577142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 48f6e0fa-76f2-472e-8e4c-277170cb1198 · outbound
This paper cites an unresolved cited work.
Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations Unresolved cited work
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T08:35:34.340056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ce331076-979b-4495-b39d-0bb8cf98d570 · outbound
This paper cites Assetopsbench: Benchmarking ai agents for task automation in industrial asset operations and maintenance.
Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations Assetopsbench: Benchmarking ai agents for task automation in industrial asset operations and maintenance
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T08:35:34.337617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
Observation a73a98d7-ca0f-4e5b-902a-81350aa42ee4 · inbound
Knowledge-Graph Grounding Helps LLMs Only for Out-of-Training Knowledge: A Controlled Study on Clinical Question Answering cites this paper.
Knowledge-Graph Grounding Helps LLMs Only for Out-of-Training Knowledge: A Controlled Study on Clinical Question Answering Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T08:59:42.044214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.