Triple

T3345831
Position Surface form Disambiguated ID Type / Status
Subject Apple Macintosh team E70371 entity
Predicate keyMember P44793 FINISHED
Object Bruce Horn
Bruce Horn is a computer scientist and software developer best known for his pioneering work on the original Apple Macintosh, including contributions to its graphical user interface and Finder.
 E350342 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: Bruce Horn | Statement: [Apple Macintosh team, keyMember, Bruce Horn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bruce Horn
Context triple: [Apple Macintosh team, keyMember, Bruce Horn]
  • A. John Hoffman
    John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
  • B. Marc Arnold
    Marc Arnold is a relatively obscure individual whose primary public mention is as a notable bearer of the surname Arnold.
  • C. Brian Hayward
    Brian Hayward is a former professional ice hockey goaltender and longtime NHL television analyst best known for his years with the Montreal Canadiens and his broadcasting work with the Anaheim Ducks.
  • D. Mitch Henderson
    Mitch Henderson is an American college basketball coach best known for leading the Princeton University men’s basketball program.
  • E. Mitch Henderson
    Mitch Henderson is the NASA flight director in Andy Weir’s science fiction novel "The Martian," known for his determination to rescue stranded astronaut Mark Watney.
  • 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: Bruce Horn
Triple: [Apple Macintosh team, keyMember, Bruce Horn]
Generated description
Bruce Horn is a computer scientist and software developer best known for his pioneering work on the original Apple Macintosh, including contributions to its graphical user interface and Finder.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bruce Horn
Target entity description: Bruce Horn is a computer scientist and software developer best known for his pioneering work on the original Apple Macintosh, including contributions to its graphical user interface and Finder.
  • A. John Hoffman
    John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
  • B. Marc Arnold
    Marc Arnold is a relatively obscure individual whose primary public mention is as a notable bearer of the surname Arnold.
  • C. Brian Hayward
    Brian Hayward is a former professional ice hockey goaltender and longtime NHL television analyst best known for his years with the Montreal Canadiens and his broadcasting work with the Anaheim Ducks.
  • D. Mitch Henderson
    Mitch Henderson is an American college basketball coach best known for leading the Princeton University men’s basketball program.
  • E. Mitch Henderson
    Mitch Henderson is the NASA flight director in Andy Weir’s science fiction novel "The Martian," known for his determination to rescue stranded astronaut Mark Watney.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1f36c74819093ef2c74a46c2351 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b32522cbc88190b965087a580d7acf completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325a0de7c8190a33ae611b8450b5a completed March 12, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69b326862e848190bf1bea74b6ab0b36 completed March 12, 2026, 8:48 p.m.
Created at: March 8, 2026, 3:12 p.m.