Triple

T2371442
Position Surface form Disambiguated ID Type / Status
Subject Turner Construction Company E46098 entity
Predicate hasSubsidiary P254 FINISHED
Object Turner International
Turner International is the global arm of Turner Construction Company, managing and delivering large-scale construction and project management services outside the United States.
 E261849 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: Turner International | Statement: [Turner Construction Company, hasSubsidiary, Turner International]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Turner International
Context triple: [Turner Construction Company, hasSubsidiary, Turner International]
  • A. Turner Broadcasting System
    Turner Broadcasting System is a major American media company best known for operating cable television networks such as CNN, TBS, and TNT.
  • B. Transamerica Corporation
    Transamerica Corporation is a major American financial services company best known for its life insurance, investment, and retirement products and its iconic association with the Transamerica Pyramid in San Francisco.
  • C. Time Warner
    Time Warner was a major American media and entertainment conglomerate known for owning prominent film, television, and publishing assets such as Warner Bros., HBO, and CNN.
  • D. Liberty Media
    Liberty Media is an American mass media company that owns a diverse portfolio of entertainment, sports, and communications businesses.
  • E. Cox Enterprises
    Cox Enterprises is a major U.S. privately held media, communications, and automotive services conglomerate.
  • 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: Turner International
Triple: [Turner Construction Company, hasSubsidiary, Turner International]
Generated description
Turner International is the global arm of Turner Construction Company, managing and delivering large-scale construction and project management services outside the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Turner International
Target entity description: Turner International is the global arm of Turner Construction Company, managing and delivering large-scale construction and project management services outside the United States.
  • A. Turner Broadcasting System
    Turner Broadcasting System is a major American media company best known for operating cable television networks such as CNN, TBS, and TNT.
  • B. Transamerica Corporation
    Transamerica Corporation is a major American financial services company best known for its life insurance, investment, and retirement products and its iconic association with the Transamerica Pyramid in San Francisco.
  • C. Time Warner
    Time Warner was a major American media and entertainment conglomerate known for owning prominent film, television, and publishing assets such as Warner Bros., HBO, and CNN.
  • D. Liberty Media
    Liberty Media is an American mass media company that owns a diverse portfolio of entertainment, sports, and communications businesses.
  • E. Cox Enterprises
    Cox Enterprises is a major U.S. privately held media, communications, and automotive services conglomerate.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc771302481908540e31abb5aeeba completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8a2b1448190b19179cf379993ee completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac6b13ac81909042dddef15ec924 completed March 9, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69aead16b0a881909103e26053cfad84 completed March 9, 2026, 11:20 a.m.
Created at: March 4, 2026, 7:56 p.m.