Triple

T22917629
Position Surface form Disambiguated ID Type / Status
Subject Tristar Gym E568775 entity
Predicate hasNotableFighter P41483 FINISHED
Object Joseph Duffy
Joseph Duffy is an Irish mixed martial artist and boxer best known for competing in the UFC’s lightweight division and being one of the few fighters to defeat Conor McGregor early in his career.
 E1571788 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: Joseph Duffy | Statement: [Tristar Gym, hasNotableFighter, Joseph Duffy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joseph Duffy
Context triple: [Tristar Gym, hasNotableFighter, Joseph Duffy]
  • A. William Duffy
    William Duffy is known primarily as the brother of early 20th-century American silent film actress and model Olive Thomas.
  • B. John Duffy
    John Duffy is a musician best known as a member of the American band The New Order.
  • C. John Duffy
    John Duffy is a comic book letterer known for his work on early issues of Marvel's The Amazing Spider-Man.
  • D. Joseph McAuliffe
    Joseph McAuliffe is a notable individual who bears the surname McAuliffe, recognized enough to be specifically cited in reference works on the name.
  • E. Don Dougherty
    Don Dougherty is a screenwriter best known for his work on Disney's 2011 animated film "Winnie the Pooh."
  • 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: Joseph Duffy
Triple: [Tristar Gym, hasNotableFighter, Joseph Duffy]
Generated description
Joseph Duffy is an Irish mixed martial artist and boxer best known for competing in the UFC’s lightweight division and being one of the few fighters to defeat Conor McGregor early in his career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joseph Duffy
Target entity description: Joseph Duffy is an Irish mixed martial artist and boxer best known for competing in the UFC’s lightweight division and being one of the few fighters to defeat Conor McGregor early in his career.
  • A. William Duffy
    William Duffy is known primarily as the brother of early 20th-century American silent film actress and model Olive Thomas.
  • B. John Duffy
    John Duffy is a comic book letterer known for his work on early issues of Marvel's The Amazing Spider-Man.
  • C. John Duffy
    John Duffy is a musician best known as a member of the American band The New Order.
  • D. Joseph McAuliffe
    Joseph McAuliffe is a notable individual who bears the surname McAuliffe, recognized enough to be specifically cited in reference works on the name.
  • E. Don Dougherty
    Don Dougherty is a screenwriter best known for his work on Disney's 2011 animated film "Winnie the Pooh."
  • 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_69e2458d90c88190a58cead4e781ca6a completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1807b254c8190bb84596dcacaa35e completed April 29, 2026, 3:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23d0bf6481909bd4cb1690b1278d completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271d8fc48190a818c73660218022 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c2951a718819088c1c7d8435586ec completed May 19, 2026, 9:11 a.m.
Created at: April 17, 2026, 3:42 p.m.