Triple

T6820821
Position Surface form Disambiguated ID Type / Status
Subject Bill Neukom E156892 entity
Predicate familyName P18 FINISHED
Object Neukom
Neukom is a surname most notably associated with Bill Neukom, an American lawyer, former Microsoft executive, and former CEO of the San Francisco Giants.
 E621762 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: Neukom | Statement: [Bill Neukom, familyName, Neukom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neukom
Context triple: [Bill Neukom, familyName, Neukom]
  • A. Kemper
    Kemper is a surname most prominently associated with the American banking and philanthropic family involved in finance, arts, and education.
  • B. Trumbauer
    Trumbauer is a surname most notably associated with American architect Horace Trumbauer, known for his grand Gilded Age mansions and institutional buildings.
  • C. Nortrup
    Nortrup is a small municipality in Lower Saxony, Germany, situated within the Artland region.
  • D. Neubauer
    Neubauer is a German surname borne by various notable individuals, including activists, politicians, and academics.
  • E. Zakheim
    Zakheim is a surname most notably associated with Bernard Zakheim, a Polish-born American muralist known for his New Deal–era public artworks in California.
  • 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: Neukom
Triple: [Bill Neukom, familyName, Neukom]
Generated description
Neukom is a surname most notably associated with Bill Neukom, an American lawyer, former Microsoft executive, and former CEO of the San Francisco Giants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neukom
Target entity description: Neukom is a surname most notably associated with Bill Neukom, an American lawyer, former Microsoft executive, and former CEO of the San Francisco Giants.
  • A. Kemper
    Kemper is a surname most prominently associated with the American banking and philanthropic family involved in finance, arts, and education.
  • B. Trumbauer
    Trumbauer is a surname most notably associated with American architect Horace Trumbauer, known for his grand Gilded Age mansions and institutional buildings.
  • C. Nortrup
    Nortrup is a small municipality in Lower Saxony, Germany, situated within the Artland region.
  • D. Neubauer
    Neubauer is a German surname borne by various notable individuals, including activists, politicians, and academics.
  • E. Zakheim
    Zakheim is a surname most notably associated with Bernard Zakheim, a Polish-born American muralist known for his New Deal–era public artworks in California.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d359176c8190a34664ba2fcf7ee2 completed March 27, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723eb23c8819085d2e8a8ce9c3c90 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724b7b31081909c2bab4a3ba6e9f9 completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c72536c4808190b9012e282cf02da4 completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:17 p.m.