Triple

T15632461
Position Surface form Disambiguated ID Type / Status
Subject Nucky Thompson E375848 entity
Predicate hasSpouse P13 FINISHED
Object Margaret Schroeder — 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: Margaret Schroeder | Statement: [Nucky Thompson, hasSpouse, Margaret Schroeder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Schroeder
Context triple: [Nucky Thompson, hasSpouse, Margaret Schroeder]
  • A. Margaret Heidenry
    Margaret Heidenry is a screenwriter best known for her work on the animated Disney sequel "Cinderella III: A Twist in Time."
  • B. Margaret Shepard
    Margaret Shepard was a member of the prominent Vanderbilt family, known as the daughter of Margaret Louisa Vanderbilt Shepard and part of the influential American Gilded Age elite.
  • C. Margaret Wagner
    Margaret Wagner is known primarily as a member of the Wagner family, the daughter of prominent American politician Robert Ferdinand Wagner.
  • D. Mary M. Schroeder
    Mary M. Schroeder is an American jurist who served as a judge, and later chief judge, on the U.S. Court of Appeals for the Ninth Circuit.
  • E. Margaret Lindauer
    Margaret Lindauer is an individual notable enough to be recognized as a prominent bearer of the surname Lindauer.
  • 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: Margaret Schroeder
Target entity description: Margaret Schroeder is a central character in the television series "Boardwalk Empire," known as an Irish immigrant who becomes deeply involved in Atlantic City politics and the life of corrupt treasurer Nucky Thompson.
  • A. Margaret Heidenry
    Margaret Heidenry is a screenwriter best known for her work on the animated Disney sequel "Cinderella III: A Twist in Time."
  • B. Margaret Shepard
    Margaret Shepard was a member of the prominent Vanderbilt family, known as the daughter of Margaret Louisa Vanderbilt Shepard and part of the influential American Gilded Age elite.
  • C. Margaret Wagner
    Margaret Wagner is known primarily as a member of the Wagner family, the daughter of prominent American politician Robert Ferdinand Wagner.
  • D. Mary M. Schroeder
    Mary M. Schroeder is an American jurist who served as a judge, and later chief judge, on the U.S. Court of Appeals for the Ninth Circuit.
  • E. Margaret Lindauer
    Margaret Lindauer is an individual notable enough to be recognized as a prominent bearer of the surname Lindauer.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eb7338881909f3c430bb73f91d1 completed April 16, 2026, 2:51 a.m.
Created at: April 10, 2026, 4:14 a.m.