Triple

T18276456
Position Surface form Disambiguated ID Type / Status
Subject Duncan MacMillan E437747 entity
Predicate sharesNotableAssociationWith P131144 FINISHED
Object Bloomberg co-founders 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: Bloomberg co-founders | Statement: [Duncan MacMillan, sharesNotableAssociationWith, Bloomberg co-founders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomberg co-founders
Context triple: [Duncan MacMillan, sharesNotableAssociationWith, Bloomberg co-founders]
  • A. Alibaba Group founders
    Alibaba Group founders are the original entrepreneurial team, including Jack Ma and several colleagues, who established Alibaba into one of the world’s leading e-commerce and technology conglomerates.
  • B. Kahn family of investors
    The Kahn family of investors is a prominent American investing dynasty, led by value-investing pioneer Irving Kahn and his descendants, known for their disciplined, long-term approach to the stock market.
  • C. Larry Bloom
    Larry Bloom is a central character in the television series "Orange Is the New Black," known as Piper Chapman's fiancé whose relationship with her is tested by her time in prison.
  • D. Larry Bloom
    Larry Bloom is a character in the film "Molly's Game," depicted as one of the high-stakes poker players involved in Molly Bloom's underground games.
  • E. John Collison
    John Collison is an Irish entrepreneur best known as the co-founder and president of the online payments company Stripe.
  • 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: Bloomberg co-founders
Target entity description: Bloomberg co-founders are the group of entrepreneurs, including Michael Bloomberg, who established the global financial information and media company Bloomberg L.P.
  • A. Alibaba Group founders
    Alibaba Group founders are the original entrepreneurial team, including Jack Ma and several colleagues, who established Alibaba into one of the world’s leading e-commerce and technology conglomerates.
  • B. Kahn family of investors
    The Kahn family of investors is a prominent American investing dynasty, led by value-investing pioneer Irving Kahn and his descendants, known for their disciplined, long-term approach to the stock market.
  • C. Larry Bloom
    Larry Bloom is a central character in the television series "Orange Is the New Black," known as Piper Chapman's fiancé whose relationship with her is tested by her time in prison.
  • D. Larry Bloom
    Larry Bloom is a character in the film "Molly's Game," depicted as one of the high-stakes poker players involved in Molly Bloom's underground games.
  • E. John Collison
    John Collison is an Irish entrepreneur best known as the co-founder and president of the online payments company Stripe.
  • 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e500528bb88190a9f9ba6428cc2076 completed April 19, 2026, 4:18 p.m.
Created at: April 10, 2026, 10:34 a.m.