Triple

T18276456
Position Surface form Disambiguated ID Type / Status
Subject Duncan MacMillan E437747 entity
Predicate sharesNotableAssociationWith P131144 FINISHED
Object Bloomberg co-founders
Bloomberg co-founders are the group of entrepreneurs, including Michael Bloomberg, who established the global financial information and media company Bloomberg L.P.
E1315190 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: 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.
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: Bloomberg co-founders
Triple: [Duncan MacMillan, sharesNotableAssociationWith, Bloomberg co-founders]
Generated description
Bloomberg co-founders are the group of entrepreneurs, including Michael Bloomberg, who established the global financial information and media company Bloomberg L.P.
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 (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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e500528bb88190a9f9ba6428cc2076 completed April 19, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3fdff648190a738adf86d8d470b completed May 12, 2026, 11:13 p.m.
NEDg Description generation batch_6a03b4bb6ae48190a68c2a3314f0d3ba completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b56958a0819088613a9726c71819 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 10:34 a.m.