Triple

T12822241
Position Surface form Disambiguated ID Type / Status
Subject Bain Capital E306558 entity
Predicate hasNotablePerson P304 FINISHED
Object John Connaughton
John Connaughton is a prominent American private equity executive and co-managing partner at Bain Capital, known for leading the firm’s global private equity and healthcare investment strategies.
 E1056778 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 Connaughton | Statement: [Bain Capital, hasNotablePerson, John Connaughton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Connaughton
Context triple: [Bain Capital, hasNotablePerson, John Connaughton]
  • A. William Conway
    William Conway was a member of the prominent Conway family of early 19th-century American politicians, related to Arkansas's first governor James Sevier Conway.
  • B. John Carroll O’Connor
    John Carroll O’Connor was an American actor best known for his iconic role as Archie Bunker on the groundbreaking television sitcom "All in the Family."
  • C. Edward Connelly
    Edward Connelly was an American character actor of the silent film era, known for his supporting roles in numerous early Hollywood productions.
  • D. Thomas Condon
    Thomas Condon was an Irish nationalist politician and Member of Parliament associated with the Irish Parliamentary Party in the late 19th and early 20th centuries.
  • E. Edward O’Kelley
    Edward O’Kelley was an American gunman best known for fatally shooting Robert Ford, the man who killed outlaw Jesse James.
  • 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 Connaughton
Triple: [Bain Capital, hasNotablePerson, John Connaughton]
Generated description
John Connaughton is a prominent American private equity executive and co-managing partner at Bain Capital, known for leading the firm’s global private equity and healthcare investment strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Connaughton
Target entity description: John Connaughton is a prominent American private equity executive and co-managing partner at Bain Capital, known for leading the firm’s global private equity and healthcare investment strategies.
  • A. William Conway
    William Conway was a member of the prominent Conway family of early 19th-century American politicians, related to Arkansas's first governor James Sevier Conway.
  • B. John Carroll O’Connor
    John Carroll O’Connor was an American actor best known for his iconic role as Archie Bunker on the groundbreaking television sitcom "All in the Family."
  • C. Edward Connelly
    Edward Connelly was an American character actor of the silent film era, known for his supporting roles in numerous early Hollywood productions.
  • D. Thomas Condon
    Thomas Condon was an Irish nationalist politician and Member of Parliament associated with the Irish Parliamentary Party in the late 19th and early 20th centuries.
  • E. Edward O’Kelley
    Edward O’Kelley was an American gunman best known for fatally shooting Robert Ford, the man who killed outlaw Jesse James.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9fcc8c8190a926ab0481d28f14 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d3188f88190aafbb1cf97317dc8 completed May 3, 2026, 7:08 p.m.
NEDg Description generation batch_69f79e77b5e88190a85f4061c8abb8a4 completed May 3, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f79fa5249481909b2c046ed9801371 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 5:32 p.m.