Triple

T3051749
Position Surface form Disambiguated ID Type / Status
Subject The Inheritance (play, Broadway) E83585 entity
Predicate author P4 FINISHED
Object Matthew López
Matthew López is an American playwright and screenwriter best known for his acclaimed, multi-part drama "The Inheritance," which explores the lives of gay men in contemporary New York.
E322284 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: Matthew López | Statement: [The Inheritance (play, Broadway), author, Matthew López]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew López
Context triple: [The Inheritance (play, Broadway), author, Matthew López]
  • A. Jason Robert Brown
    Jason Robert Brown is an American composer, lyricist, and playwright known for his emotionally rich, musically sophisticated scores for contemporary musical theatre, including works like "Parade," "Songs for a New World," and "The Last Five Years."
  • B. William Finn
    William Finn is an American composer and lyricist best known for his Tony Award–winning work on the musical Falsettos and other character-driven, off-Broadway and Broadway shows.
  • C. 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.
  • D. Daniel Waters
    Daniel Waters is an American screenwriter best known for his sharp, satirical scripts, including the cult classic film "Heathers" and the sci-fi action movie "Demolition Man."
  • E. Danny Strong
    Danny Strong is an American actor, screenwriter, and producer known for his work on acclaimed projects such as the TV series Empire and the films Recount and Game Change.
  • 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: Matthew López
Triple: [The Inheritance (play, Broadway), author, Matthew López]
Generated description
Matthew López is an American playwright and screenwriter best known for his acclaimed, multi-part drama "The Inheritance," which explores the lives of gay men in contemporary New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew López
Target entity description: Matthew López is an American playwright and screenwriter best known for his acclaimed, multi-part drama "The Inheritance," which explores the lives of gay men in contemporary New York.
  • A. Jason Robert Brown
    Jason Robert Brown is an American composer, lyricist, and playwright known for his emotionally rich, musically sophisticated scores for contemporary musical theatre, including works like "Parade," "Songs for a New World," and "The Last Five Years."
  • B. William Finn
    William Finn is an American composer and lyricist best known for his Tony Award–winning work on the musical Falsettos and other character-driven, off-Broadway and Broadway shows.
  • C. 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.
  • D. Daniel Waters
    Daniel Waters is an American screenwriter best known for his sharp, satirical scripts, including the cult classic film "Heathers" and the sci-fi action movie "Demolition Man."
  • E. Danny Strong
    Danny Strong is an American actor, screenwriter, and producer known for his work on acclaimed projects such as the TV series Empire and the films Recount and Game Change.
  • 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_69ad8b24924c8190a9bb6f61d519e4ae completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9bf274f88190a759f9ce3da47c35 completed March 8, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1eefd3860819085cefea633b5dca9 completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1efa8c11081908661b33e465e11bc completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f05e44e08190be8b194938b6c1c7 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:01 p.m.