Triple

T1461221
Position Surface form Disambiguated ID Type / Status
Subject Howard Dean 2004 presidential campaign E31514 entity
Predicate campaignManager P4177 FINISHED
Object Joe Trippi
Joe Trippi is an American political strategist and media consultant best known for pioneering online fundraising and digital organizing in Democratic campaigns, notably during Howard Dean’s 2004 presidential bid.
E166619 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: Joe Trippi | Statement: [Howard Dean 2004 presidential campaign, campaignManager, Joe Trippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Trippi
Context triple: [Howard Dean 2004 presidential campaign, campaignManager, Joe Trippi]
  • A. Bud Tribble
    Bud Tribble is an American software engineer and executive best known as a key member of the original Apple Macintosh team and later a senior leader at both NeXT and Apple.
  • B. Ted Tally
    Ted Tally is an American screenwriter and playwright best known for his Academy Award–winning adaptation of "The Silence of the Lambs."
  • C. Rollie Totheroh
    Rollie Totheroh was an American cinematographer best known for his long collaboration with Charlie Chaplin on many of the comedian’s classic silent and early sound films.
  • D. Keith Merryman
    Keith Merryman is an American screenwriter best known for co-writing popular romantic comedies such as "Think Like a Man" and its sequel.
  • E. Guy Lewis
    Guy Lewis was a Hall of Fame American college basketball coach best known for building the University of Houston into a national powerhouse and popularizing the high-flying "Phi Slama Jama" teams of the 1980s.
  • 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: Joe Trippi
Triple: [Howard Dean 2004 presidential campaign, campaignManager, Joe Trippi]
Generated description
Joe Trippi is an American political strategist and media consultant best known for pioneering online fundraising and digital organizing in Democratic campaigns, notably during Howard Dean’s 2004 presidential bid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe Trippi
Target entity description: Joe Trippi is an American political strategist and media consultant best known for pioneering online fundraising and digital organizing in Democratic campaigns, notably during Howard Dean’s 2004 presidential bid.
  • A. Bud Tribble
    Bud Tribble is an American software engineer and executive best known as a key member of the original Apple Macintosh team and later a senior leader at both NeXT and Apple.
  • B. Ted Tally
    Ted Tally is an American screenwriter and playwright best known for his Academy Award–winning adaptation of "The Silence of the Lambs."
  • C. Rollie Totheroh
    Rollie Totheroh was an American cinematographer best known for his long collaboration with Charlie Chaplin on many of the comedian’s classic silent and early sound films.
  • D. Keith Merryman
    Keith Merryman is an American screenwriter best known for co-writing popular romantic comedies such as "Think Like a Man" and its sequel.
  • E. Guy Lewis
    Guy Lewis was a Hall of Fame American college basketball coach best known for building the University of Houston into a national powerhouse and popularizing the high-flying "Phi Slama Jama" teams of the 1980s.
  • 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_69a49917dfc081909acdbdf5d684f1ef completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c59ecb60819082217b034e18381f completed March 1, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e7ab538819090bc3e3ed1bbff64 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0f5106fc8190ab03c4e5a0287424 completed March 8, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69ad0fa4c7d48190ac84267c16c6eb00 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 8 p.m.