Triple

T23424062
Position Surface form Disambiguated ID Type / Status
Subject Trilogy International Partners E560742 entity
Predicate hasKeyPersonRole P256 FINISHED
Object John W. Stanton – Chairman
John W. Stanton is an American wireless industry executive and entrepreneur best known for founding and leading major mobile communications companies.
 E1586140 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: John W. Stanton – Chairman | Statement: [Trilogy International Partners, hasKeyPersonRole, John W. Stanton – Chairman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John W. Stanton – Chairman
Context triple: [Trilogy International Partners, hasKeyPersonRole, John W. Stanton – Chairman]
  • A. John S. Hendricks
    John S. Hendricks is an American media entrepreneur best known as the founder of the Discovery Channel and a pioneer in cable television programming.
  • B. William Stabler
    William Stabler is a member of the Stabler family, a lineage noted in historical and genealogical records.
  • C. Donald E. Stewart
    Donald E. Stewart was an American screenwriter best known for his Oscar-winning work on "Missing" and his adaptations of Tom Clancy novels such as "Patriot Games" and "Clear and Present Danger."
  • D. Harold E. Stine
    Harold E. Stine was an American cinematographer known for his work on both film and television, including the movie version of MASH.
  • E. Charles W. Davidson
    Charles W. Davidson was a benefactor and namesake whose significant contributions led to the engineering college at San José State University bearing his name.
  • 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: John W. Stanton – Chairman
Triple: [Trilogy International Partners, hasKeyPersonRole, John W. Stanton – Chairman]
Generated description
John W. Stanton is an American wireless industry executive and entrepreneur best known for founding and leading major mobile communications companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John W. Stanton – Chairman
Target entity description: John W. Stanton is an American wireless industry executive and entrepreneur best known for founding and leading major mobile communications companies.
  • A. John S. Hendricks
    John S. Hendricks is an American media entrepreneur best known as the founder of the Discovery Channel and a pioneer in cable television programming.
  • B. William Stabler
    William Stabler is a member of the Stabler family, a lineage noted in historical and genealogical records.
  • C. Donald E. Stewart
    Donald E. Stewart was an American screenwriter best known for his Oscar-winning work on "Missing" and his adaptations of Tom Clancy novels such as "Patriot Games" and "Clear and Present Danger."
  • D. Harold E. Stine
    Harold E. Stine was an American cinematographer known for his work on both film and television, including the movie version of MASH.
  • E. Charles W. Davidson
    Charles W. Davidson was a benefactor and namesake whose significant contributions led to the engineering college at San José State University bearing his name.
  • 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_69e2454cb1108190ab21ada5411a7146 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a54838fc8190a3205ca72daaf107 completed April 29, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67a5972c8190b8f04785bb1817ec completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7216508c81909bd949d50ee2d48b completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76e904b08190a5329a3ed56291dc completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:47 p.m.