Triple

T2230469
Position Surface form Disambiguated ID Type / Status
Subject Hamilton E48751 entity
Predicate choreographer P11856 FINISHED
Object Andy Blankenbuehler
Andy Blankenbuehler is a Tony Award–winning American choreographer and director best known for his innovative, hip-hop–infused work on Broadway musicals such as In the Heights, Hamilton, and Bandstand.
E245482 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: Andy Blankenbuehler | Statement: [Hamilton, choreographer, Andy Blankenbuehler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Blankenbuehler
Context triple: [Hamilton, choreographer, Andy Blankenbuehler]
  • A. James Lapine
    James Lapine is an American playwright and director best known for his long-running collaboration with composer Stephen Sondheim on acclaimed musicals such as "Into the Woods" and "Sunday in the Park with George."
  • B. Susan Stroman
    Susan Stroman is an acclaimed American theatre director and choreographer best known for her innovative work on Broadway musicals such as "The Producers."
  • C. William Forsythe
    William Forsythe is an American character actor known for his intense, often villainous roles in action and crime films and television series.
  • D. Jerome Robbins
    Jerome Robbins was an influential American choreographer and director renowned for his groundbreaking work in ballet and on Broadway, including classics like "West Side Story" and "Fiddler on the Roof."
  • E. Thomas Kail
    Thomas Kail is an American theater director best known for staging the hit Broadway musical "Hamilton" and winning major awards for his work in musical direction.
  • 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: Andy Blankenbuehler
Triple: [Hamilton, choreographer, Andy Blankenbuehler]
Generated description
Andy Blankenbuehler is a Tony Award–winning American choreographer and director best known for his innovative, hip-hop–infused work on Broadway musicals such as In the Heights, Hamilton, and Bandstand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Blankenbuehler
Target entity description: Andy Blankenbuehler is a Tony Award–winning American choreographer and director best known for his innovative, hip-hop–infused work on Broadway musicals such as In the Heights, Hamilton, and Bandstand.
  • A. James Lapine
    James Lapine is an American playwright and director best known for his long-running collaboration with composer Stephen Sondheim on acclaimed musicals such as "Into the Woods" and "Sunday in the Park with George."
  • B. Susan Stroman
    Susan Stroman is an acclaimed American theatre director and choreographer best known for her innovative work on Broadway musicals such as "The Producers."
  • C. William Forsythe
    William Forsythe is an American character actor known for his intense, often villainous roles in action and crime films and television series.
  • D. Jerome Robbins
    Jerome Robbins was an influential American choreographer and director renowned for his groundbreaking work in ballet and on Broadway, including classics like "West Side Story" and "Fiddler on the Roof."
  • E. Thomas Kail
    Thomas Kail is an American theater director best known for staging the hit Broadway musical "Hamilton" and winning major awards for his work in musical direction.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc069e0ac8190bcda8cba9f5c7a5d completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:47 p.m.