Triple

T22091791
Position Surface form Disambiguated ID Type / Status
Subject Les Misérables (1987 Broadway production) E545930 entity
Predicate choreographyBy P11856 FINISHED
Object Kate Flatt
Kate Flatt is a British choreographer best known for her work on major stage productions, including the original London production of the musical Les Misérables.
E1519150 NE FINISHED

How this triple was built (4 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: Kate Flatt | Statement: [Les Misérables (1987 Broadway production), choreographyBy, Kate Flatt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kate Flatt
Context triple: [Les Misérables (1987 Broadway production), choreographyBy, Kate Flatt]
  • A. Kate Kniveton
    Kate Kniveton is a British Conservative Party politician serving as the Member of Parliament for the Burton constituency.
  • B. Kate Wetherall
    Kate Wetherall is a brave, resourceful, and acrobatic young girl who is one of the central child protagonists in Trenton Lee Stewart’s fantasy adventure series *The Books of Beginning*.
  • C. Rachel Floud
    Rachel Floud was the wife of English writer and angler Izaak Walton, known for her connection to the author of "The Compleat Angler."
  • D. Beth Dawes
    Beth Dawes is a married suburban woman in the television series "Mad Men" who becomes romantically involved with advertising executive Pete Campbell.
  • E. Kate Isitt
    Kate Isitt is a British actress best known for her role as Sally Harper in the BBC sitcom "Coupling."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kate Flatt
Triple: [Les Misérables (1987 Broadway production), choreographyBy, Kate Flatt]
Generated description
Kate Flatt is a British choreographer best known for her work on major stage productions, including the original London production of the musical Les Misérables.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kate Flatt
Target entity description: Kate Flatt is a British choreographer best known for her work on major stage productions, including the original London production of the musical Les Misérables.
  • A. Kate Kniveton
    Kate Kniveton is a British Conservative Party politician serving as the Member of Parliament for the Burton constituency.
  • B. Kate Wetherall
    Kate Wetherall is a brave, resourceful, and acrobatic young girl who is one of the central child protagonists in Trenton Lee Stewart’s fantasy adventure series *The Books of Beginning*.
  • C. Rachel Floud
    Rachel Floud was the wife of English writer and angler Izaak Walton, known for her connection to the author of "The Compleat Angler."
  • D. Beth Dawes
    Beth Dawes is a married suburban woman in the television series "Mad Men" who becomes romantically involved with advertising executive Pete Campbell.
  • E. Kate Isitt
    Kate Isitt is a British actress best known for her role as Sally Harper in the BBC sitcom "Coupling."
  • F. None of above. chosen

Provenance (5 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e5edf08190a6743955bc872417 completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a879b9130819089f8e2b7106f875b completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a891eb0708190a4575a01f45b98aa completed May 18, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0a89977c8c8190a5c87d1c2b68ed48 completed May 18, 2026, 3:37 a.m.
Created at: April 16, 2026, 8:29 p.m.