Triple

T6091477
Position Surface form Disambiguated ID Type / Status
Subject Valar Ventures E135775 entity
Predicate hasCoFounder P2835 FINISHED
Object James Fitzgerald
James Fitzgerald is an entrepreneur and investor best known as a co-founder of the venture capital firm Valar Ventures.
E569810 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: James Fitzgerald | Statement: [Valar Ventures, hasCoFounder, James Fitzgerald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Fitzgerald
Context triple: [Valar Ventures, hasCoFounder, James Fitzgerald]
  • A. Sam Kennedy
    Sam Kennedy is a Major League Baseball executive best known for serving as the president and CEO of the Boston Red Sox.
  • B. Bill Foster
    Bill Foster is a Marvel Comics scientist and former colleague of Hank Pym who appears in the Marvel Cinematic Universe film "Ant-Man and the Wasp."
  • C. Bill Foster
    Bill Foster was a Hall of Fame left-handed pitcher and one of the standout stars of Negro league baseball in the 1920s and 1930s.
  • D. George O’Malley
    George O’Malley is a kind-hearted but insecure surgical resident on the television drama "Grey’s Anatomy," known for his close friendships, personal struggles, and tragic death.
  • E. Thomas Fitzgerald
    Thomas Fitzgerald was an American politician and Boston city councilor best known as the father of Rose Fitzgerald Kennedy and grandfather of President John F. Kennedy.
  • 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: James Fitzgerald
Triple: [Valar Ventures, hasCoFounder, James Fitzgerald]
Generated description
James Fitzgerald is an entrepreneur and investor best known as a co-founder of the venture capital firm Valar Ventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Fitzgerald
Target entity description: James Fitzgerald is an entrepreneur and investor best known as a co-founder of the venture capital firm Valar Ventures.
  • A. Sam Kennedy
    Sam Kennedy is a Major League Baseball executive best known for serving as the president and CEO of the Boston Red Sox.
  • B. Bill Foster
    Bill Foster is a Marvel Comics scientist and former colleague of Hank Pym who appears in the Marvel Cinematic Universe film "Ant-Man and the Wasp."
  • C. Bill Foster
    Bill Foster was a Hall of Fame left-handed pitcher and one of the standout stars of Negro league baseball in the 1920s and 1930s.
  • D. George O’Malley
    George O’Malley is a kind-hearted but insecure surgical resident on the television drama "Grey’s Anatomy," known for his close friendships, personal struggles, and tragic death.
  • E. Thomas Fitzgerald
    Thomas Fitzgerald was an American politician and Boston city councilor best known as the father of Rose Fitzgerald Kennedy and grandfather of President John F. Kennedy.
  • 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_69c0087bcc788190b20f093d3a6c60ec completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c057ab7324819086d4708e6f9391c0 completed March 22, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c12531d764819083e1bb37d8c81a6c completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c12964de988190a9673abe4140980e completed March 23, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69c129d7cd348190963e1a266d5e88ae completed March 23, 2026, 11:53 a.m.
Created at: March 22, 2026, 4:12 p.m.