Triple

T12559942
Position Surface form Disambiguated ID Type / Status
Subject Wait Wait... Don't Tell Me! E295314 entity
Predicate executiveProducer P7225 FINISHED
Object Doug Berman E992262 NE FINISHED

How this triple was built (2 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: Doug Berman | Statement: [Wait Wait... Don't Tell Me!, executiveProducer, Doug Berman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doug Berman
Context triple: [Wait Wait... Don't Tell Me!, executiveProducer, Doug Berman]
  • A. Doug Berman chosen
    Doug Berman is an American radio producer best known for creating and producing popular NPR programs, including the news quiz show "Wait Wait... Don't Tell Me!" and the car-advice show "Car Talk."
  • B. Michael Glouberman
    Michael Glouberman is a television writer and producer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
  • C. Paul Kahn
    Paul Kahn is a notable individual whose specific public recognition or field of prominence is not clearly identifiable from the given information.
  • D. Ron Kass
    Ron Kass was a music industry executive and film producer best known for his work with Apple Records and for being married to actress Joan Collins.
  • E. Jeffrey Cohen
    Jeffrey Cohen is a songwriter best known for co-writing the theme song to the James Bond film "Licence to Kill."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954933e7c819083471c627ce55ff1 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66861c7d8819090f09d4a131da402 completed May 2, 2026, 9:10 p.m.
Created at: April 8, 2026, 11:48 p.m.