Triple

T23155417
Position Surface form Disambiguated ID Type / Status
Subject Disciplined Agile Delivery E578422 entity
Predicate createdBy P806 FINISHED
Object Scott Ambler — NE NERFINISHED

How this triple was built (3 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: Scott Ambler | Statement: [Disciplined Agile Delivery, createdBy, Scott Ambler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scott Ambler
Context triple: [Disciplined Agile Delivery, createdBy, Scott Ambler]
  • A. Charles Walters
    Charles Walters was an American film director and choreographer best known for his work on classic MGM musicals in the mid-20th century.
  • B. David Buck
    David Buck was a British actor known for his work in film and television during the 1960s and 1970s, including roles in horror and adventure productions.
  • C. David Ghantt
    David Ghantt is a former armored car driver whose real-life involvement in the 1997 Loomis Fargo robbery inspired the main character in the comedy film "Masterminds."
  • D. Ken Morrow
    Ken Morrow is an American former defenseman best known for winning gold with the "Miracle on Ice" 1980 U.S. Olympic hockey team and then capturing four consecutive Stanley Cups with the New York Islanders.
  • E. Martin Cline
    Martin Cline is an American geneticist best known for performing one of the first attempts at human gene therapy in the early 1980s, which sparked major ethical debates in biomedical research.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scott Ambler
Target entity description: Scott Ambler is a Canadian software engineer, author, and thought leader best known for his work on agile methodologies and modeling, particularly in enterprise and disciplined agile practices.
  • A. Charles Walters
    Charles Walters was an American film director and choreographer best known for his work on classic MGM musicals in the mid-20th century.
  • B. David Buck
    David Buck was a British actor known for his work in film and television during the 1960s and 1970s, including roles in horror and adventure productions.
  • C. David Ghantt
    David Ghantt is a former armored car driver whose real-life involvement in the 1997 Loomis Fargo robbery inspired the main character in the comedy film "Masterminds."
  • D. Ken Morrow
    Ken Morrow is an American former defenseman best known for winning gold with the "Miracle on Ice" 1980 U.S. Olympic hockey team and then capturing four consecutive Stanley Cups with the New York Islanders.
  • E. Martin Cline
    Martin Cline is an American geneticist best known for performing one of the first attempts at human gene therapy in the early 1980s, which sparked major ethical debates in biomedical research.
  • F. None of above. chosen

Provenance (2 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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efca1f081908ff1c34ba25f40c3 completed April 29, 2026, 4:54 a.m.
Created at: April 17, 2026, 4:01 p.m.