Triple

T23478133
Position Surface form Disambiguated ID Type / Status
Subject Pronto Monto E570324 entity
Predicate producer P490 FINISHED
Object David Nichtern — 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: David Nichtern | Statement: [Pronto Monto, producer, David Nichtern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Nichtern
Context triple: [Pronto Monto, producer, David Nichtern]
  • A. David Botstein
    David Botstein is an influential American geneticist and educator known for pioneering methods in human genetic mapping and for his leadership roles at major research institutions and in industry.
  • B. Daniel Goldberg
    Daniel Goldberg is a Canadian film producer best known for his long-running collaboration with Ivan Reitman on comedies such as "Meatballs," "Stripes," and "Old School."
  • C. David Malter
    David Malter is a scholarly, compassionate Jewish father and Talmudic teacher in Chaim Potok’s novel "The Chosen," known for his progressive views and close relationship with his son Reuven.
  • D. David Schiffman
    David Schiffman is a music producer known for his work on the album "Neighborhoods."
  • E. David Aronson
    David Aronson was an American painter and sculptor associated with the Boston Expressionist movement, known for his spiritually themed, figurative works.
  • 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: David Nichtern
Target entity description: David Nichtern is an American guitarist, composer, and producer best known for his work in folk and pop music, including collaborations with artists like Maria Muldaur and his Grammy-nominated songwriting.
  • A. David Botstein
    David Botstein is an influential American geneticist and educator known for pioneering methods in human genetic mapping and for his leadership roles at major research institutions and in industry.
  • B. Daniel Goldberg
    Daniel Goldberg is a Canadian film producer best known for his long-running collaboration with Ivan Reitman on comedies such as "Meatballs," "Stripes," and "Old School."
  • C. David Malter
    David Malter is a scholarly, compassionate Jewish father and Talmudic teacher in Chaim Potok’s novel "The Chosen," known for his progressive views and close relationship with his son Reuven.
  • D. David Schiffman
    David Schiffman is a music producer known for his work on the album "Neighborhoods."
  • E. David Aronson
    David Aronson was an American painter and sculptor associated with the Boston Expressionist movement, known for his spiritually themed, figurative works.
  • 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_69e245af8a88819084f2704f6d265a92 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a74e7e648190b89006dce7d7ce05 completed April 29, 2026, 6:38 a.m.
Created at: April 17, 2026, 6:02 p.m.