Triple

T18746251
Position Surface form Disambiguated ID Type / Status
Subject Fluor Corporation E458412 entity
Predicate hasSubsidiary P254 FINISHED
Object Stork (Fluor subsidiary)
Stork (Fluor subsidiary) is an industrial services company that provides maintenance, modification, and asset integrity solutions primarily for the oil and gas, power, and industrial sectors.
E1341251 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: Stork (Fluor subsidiary) | Statement: [Fluor Corporation, hasSubsidiary, Stork (Fluor subsidiary)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stork (Fluor subsidiary)
Context triple: [Fluor Corporation, hasSubsidiary, Stork (Fluor subsidiary)]
  • A. Fluor Corporation
    Fluor Corporation is a global engineering, procurement, construction, and project management company known for delivering large-scale infrastructure, energy, and government projects worldwide.
  • B. Farquhar Group
    The Farquhar Group is a remote coral island group in the southern Seychelles, known for its atoll formations, rich marine biodiversity, and popularity among sport fishers and divers.
  • C. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • D. Fuqua Enterprises
    Fuqua Enterprises was a diversified holding company founded and led by American businessman and philanthropist J. B. Fuqua, active in industries such as broadcasting, manufacturing, and insurance.
  • E. Rand Company
    Rand Company was an American industrial firm known for manufacturing heavy machinery and equipment, which later became part of the Dresser-Rand corporate lineage.
  • 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: Stork (Fluor subsidiary)
Triple: [Fluor Corporation, hasSubsidiary, Stork (Fluor subsidiary)]
Generated description
Stork (Fluor subsidiary) is an industrial services company that provides maintenance, modification, and asset integrity solutions primarily for the oil and gas, power, and industrial sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stork (Fluor subsidiary)
Target entity description: Stork (Fluor subsidiary) is an industrial services company that provides maintenance, modification, and asset integrity solutions primarily for the oil and gas, power, and industrial sectors.
  • A. Fluor Corporation
    Fluor Corporation is a global engineering, procurement, construction, and project management company known for delivering large-scale infrastructure, energy, and government projects worldwide.
  • B. Farquhar Group
    The Farquhar Group is a remote coral island group in the southern Seychelles, known for its atoll formations, rich marine biodiversity, and popularity among sport fishers and divers.
  • C. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • D. Fuqua Enterprises
    Fuqua Enterprises was a diversified holding company founded and led by American businessman and philanthropist J. B. Fuqua, active in industries such as broadcasting, manufacturing, and insurance.
  • E. Rand Company
    Rand Company was an American industrial firm known for manufacturing heavy machinery and equipment, which later became part of the Dresser-Rand corporate lineage.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e57692c380819091e8a919ab6c9ca9 completed April 20, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d330ff48190b090399fe726383d completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e216ce0819093f0e9e9b707fca8 completed May 14, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_6a053ed266a481908dc9ff85e1d7cf4f completed May 14, 2026, 3:17 a.m.
Created at: April 10, 2026, 11:51 a.m.