Triple
T10694146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laing O’Rourke |
E252087
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Explore Manufacturing
Explore Manufacturing is an offsite construction and manufacturing business that produces prefabricated building components, supporting Laing O’Rourke’s modern methods of construction.
|
E880651
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Explore Manufacturing | Statement: [Laing O’Rourke, hasSubsidiary, Explore Manufacturing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Explore Manufacturing Context triple: [Laing O’Rourke, hasSubsidiary, Explore Manufacturing]
-
A.
Fields, Factories and Workshops
Fields, Factories and Workshops is a seminal 1899 work by anarchist theorist Peter Kropotkin that advocates decentralized, cooperative production integrating agriculture and industry as an alternative to capitalist and state-controlled economies.
-
B.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
C.
School of Manufacturing Systems and Networks
The School of Manufacturing Systems and Networks is an academic unit focused on advanced manufacturing, automation, and interconnected production systems within the Ira A. Fulton Schools of Engineering.
-
D.
Faculty of Manufacturing Technologies
The Faculty of Manufacturing Technologies is an academic unit of the Technical University of Košice focused on education and research in manufacturing engineering, production technologies, and industrial systems.
-
E.
Technology, Manufacturing and Mining
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Explore Manufacturing Triple: [Laing O’Rourke, hasSubsidiary, Explore Manufacturing]
Generated description
Explore Manufacturing is an offsite construction and manufacturing business that produces prefabricated building components, supporting Laing O’Rourke’s modern methods of construction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Explore Manufacturing Target entity description: Explore Manufacturing is an offsite construction and manufacturing business that produces prefabricated building components, supporting Laing O’Rourke’s modern methods of construction.
-
A.
Fields, Factories and Workshops
Fields, Factories and Workshops is a seminal 1899 work by anarchist theorist Peter Kropotkin that advocates decentralized, cooperative production integrating agriculture and industry as an alternative to capitalist and state-controlled economies.
-
B.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
C.
School of Manufacturing Systems and Networks
The School of Manufacturing Systems and Networks is an academic unit focused on advanced manufacturing, automation, and interconnected production systems within the Ira A. Fulton Schools of Engineering.
-
D.
Faculty of Manufacturing Technologies
The Faculty of Manufacturing Technologies is an academic unit of the Technical University of Košice focused on education and research in manufacturing engineering, production technologies, and industrial systems.
-
E.
Technology, Manufacturing and Mining
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fd38c24c8190a105a9dfdf705b38 |
completed | April 9, 2026, 1:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998cfeb748190bfff06534d83cf97 |
completed | April 11, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69d99e8534688190b312b737e0b9cd53 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69dadcb861a08190bb9f64a91117f35d |
completed | April 11, 2026, 11:43 p.m. |
Created at: April 8, 2026, 9:11 p.m.