Triple

T23486939
Position Surface form Disambiguated ID Type / Status
Subject Flo (TV series) E570558 entity
Predicate hasCastMember P2308 FINISHED
Object Stephen Keep 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: Stephen Keep | Statement: [Flo (TV series), hasCastMember, Stephen Keep]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Keep
Context triple: [Flo (TV series), hasCastMember, Stephen Keep]
  • A. Stephen Bull
    Stephen Bull is a distinguished member of the Bull family, recognized for his prominence and contributions associated with this lineage.
  • B. Charles Keeping
    Charles Keeping was a renowned British illustrator and children's book artist celebrated for his distinctive, often dramatic style in mid-20th-century literature.
  • C. Stephen Birch
    Stephen Birch was an American mining engineer and industrialist best known for building the Kennecott Copper Corporation into one of the world’s leading copper producers in the early 20th century.
  • D. Christopher Isham
    Christopher Isham is a British theoretical physicist known for his work on quantum gravity, quantum cosmology, and the foundations of quantum theory.
  • E. Peter Stebbings
    Peter Stebbings is a Canadian actor, writer, and director known for his work in film and television, including creating and directing the superhero dramedy "Defendor."
  • 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: Stephen Keep
Target entity description: Stephen Keep is an actor known for his role in the American sitcom "Flo," a spin-off of the series "Alice."
  • A. Stephen Bull
    Stephen Bull is a distinguished member of the Bull family, recognized for his prominence and contributions associated with this lineage.
  • B. Charles Keeping
    Charles Keeping was a renowned British illustrator and children's book artist celebrated for his distinctive, often dramatic style in mid-20th-century literature.
  • C. Stephen Birch
    Stephen Birch was an American mining engineer and industrialist best known for building the Kennecott Copper Corporation into one of the world’s leading copper producers in the early 20th century.
  • D. Christopher Isham
    Christopher Isham is a British theoretical physicist known for his work on quantum gravity, quantum cosmology, and the foundations of quantum theory.
  • E. Peter Stebbings
    Peter Stebbings is a Canadian actor, writer, and director known for his work in film and television, including creating and directing the superhero dramedy "Defendor."
  • 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_69e245b0b01481908f636939bedd804c completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a754825481909b005ca5654c3159 completed April 29, 2026, 6:38 a.m.
Created at: April 17, 2026, 6:04 p.m.