Triple

T5996813
Position Surface form Disambiguated ID Type / Status
Subject John Stanton (businessman) E133491 entity
Predicate employer P7 FINISHED
Object Trilogy International Partners
Trilogy International Partners is a telecommunications company that invests in and operates wireless networks in emerging markets, particularly in Latin America and New Zealand.
 E560742 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: Trilogy International Partners | Statement: [John Stanton (businessman), employer, Trilogy International Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trilogy International Partners
Context triple: [John Stanton (businessman), employer, Trilogy International Partners]
  • A. Trilogy Real Estate
    Trilogy Real Estate is a UK-based property investment and development company known for owning and redeveloping prominent mixed-use urban assets.
  • B. Terra Firma Capital Partners
    Terra Firma Capital Partners is a UK-based private equity firm known for high-profile leveraged buyouts across sectors including music, real estate, and infrastructure.
  • C. Indigo Partners
    Indigo Partners is a private equity firm known for investing in and developing low-cost airlines around the world.
  • D. Alltrista Corporation
    Alltrista Corporation was a U.S.-based manufacturer best known for its consumer products and packaging businesses before evolving into what became Jarden Corporation.
  • E. Sycamore Partners
    Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
  • 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: Trilogy International Partners
Triple: [John Stanton (businessman), employer, Trilogy International Partners]
Generated description
Trilogy International Partners is a telecommunications company that invests in and operates wireless networks in emerging markets, particularly in Latin America and New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trilogy International Partners
Target entity description: Trilogy International Partners is a telecommunications company that invests in and operates wireless networks in emerging markets, particularly in Latin America and New Zealand.
  • A. Trilogy Real Estate
    Trilogy Real Estate is a UK-based property investment and development company known for owning and redeveloping prominent mixed-use urban assets.
  • B. Terra Firma Capital Partners
    Terra Firma Capital Partners is a UK-based private equity firm known for high-profile leveraged buyouts across sectors including music, real estate, and infrastructure.
  • C. Indigo Partners
    Indigo Partners is a private equity firm known for investing in and developing low-cost airlines around the world.
  • D. Alltrista Corporation
    Alltrista Corporation was a U.S.-based manufacturer best known for its consumer products and packaging businesses before evolving into what became Jarden Corporation.
  • E. Sycamore Partners
    Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
  • 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_69c00870ddbc81909880fa3864f4f38d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04e963f3c819082dd755e328ab947 completed March 22, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10876d4d0819083ac7431c8abaedd completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c10987f5588190ac9305b84d8916a7 completed March 23, 2026, 9:36 a.m.
NED2 Entity disambiguation (via description) batch_69c10afbee8081909cf516ae7cda7ccf completed March 23, 2026, 9:42 a.m.
Created at: March 22, 2026, 4:05 p.m.