Triple

T21137774
Position Surface form Disambiguated ID Type / Status
Subject Ben Stein E520856 entity
Predicate birthName P65 FINISHED
Object Benjamin Jeremy Stein 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: Benjamin Jeremy Stein | Statement: [Ben Stein, birthName, Benjamin Jeremy Stein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Jeremy Stein
Context triple: [Ben Stein, birthName, Benjamin Jeremy Stein]
  • A. Joshua Goldstein
    Joshua Goldstein is a political scientist best known for his influential work on international relations, war and peace studies, and global security.
  • B. Benjamin Levin
    Benjamin Levin is a television writer best known for his work on animated series such as "Adventure Time" and "Craig of the Creek."
  • C. Jared Bernstein
    Jared Bernstein is an American economist and policy advisor who has served in prominent roles shaping U.S. economic policy, including as a key advisor in the Obama and Biden administrations.
  • D. Nathan Birnbaum
    Nathan Birnbaum was the birth name of George Burns, the famed American comedian, actor, and vaudevillian entertainer known for his long career in radio, film, and television.
  • E. Adam B. Stern
    Adam B. Stern is a film producer known for his work on the movie "Café Society."
  • 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: Benjamin Jeremy Stein
Target entity description: Benjamin Jeremy Stein is an American writer, lawyer, actor, and former game show host best known for his monotone role in "Ferris Bueller's Day Off" and for hosting "Win Ben Stein's Money."
  • A. Joshua Goldstein
    Joshua Goldstein is a political scientist best known for his influential work on international relations, war and peace studies, and global security.
  • B. Benjamin Levin
    Benjamin Levin is a television writer best known for his work on animated series such as "Adventure Time" and "Craig of the Creek."
  • C. Jared Bernstein
    Jared Bernstein is an American economist and policy advisor who has served in prominent roles shaping U.S. economic policy, including as a key advisor in the Obama and Biden administrations.
  • D. Nathan Birnbaum
    Nathan Birnbaum was the birth name of George Burns, the famed American comedian, actor, and vaudevillian entertainer known for his long career in radio, film, and television.
  • E. Adam B. Stern
    Adam B. Stern is a film producer known for his work on the movie "Café Society."
  • 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7235b89188190a6209c0a1839ee03 completed April 21, 2026, 7:12 a.m.
Created at: April 16, 2026, 2:57 p.m.