Triple

T2060763
Position Surface form Disambiguated ID Type / Status
Subject Dear Evan Hansen E45782 entity
Predicate filmDirector P255 FINISHED
Object Stephen Chbosky
Stephen Chbosky is an American novelist, screenwriter, and director best known for creating "The Perks of Being a Wallflower" and directing several major film adaptations.
 E228449 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: Stephen Chbosky | Statement: [Dear Evan Hansen, filmDirector, Stephen Chbosky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Chbosky
Context triple: [Dear Evan Hansen, filmDirector, Stephen Chbosky]
  • A. Patrick Ness
    Patrick Ness is an acclaimed American-born British author best known for his young adult novels such as the "Chaos Walking" trilogy and "A Monster Calls."
  • B. David Nicholls
    David Nicholls is a British novelist and screenwriter best known for his bestselling novel "One Day" and its film and television adaptations.
  • C. Derek Kolstad
    Derek Kolstad is an American screenwriter best known as the creator and primary writer of the John Wick action film franchise.
  • D. James Howe Jr.
    James Howe Jr. was a 17th-century New England colonist known primarily as the husband of Elizabeth Howe, one of the women executed during the Salem witch trials.
  • E. Darren Star
    Darren Star is an American television writer and producer best known for creating hit series such as "Sex and the City," "Beverly Hills, 90210," and "Melrose Place."
  • 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: Stephen Chbosky
Triple: [Dear Evan Hansen, filmDirector, Stephen Chbosky]
Generated description
Stephen Chbosky is an American novelist, screenwriter, and director best known for creating "The Perks of Being a Wallflower" and directing several major film adaptations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Chbosky
Target entity description: Stephen Chbosky is an American novelist, screenwriter, and director best known for creating "The Perks of Being a Wallflower" and directing several major film adaptations.
  • A. Patrick Ness
    Patrick Ness is an acclaimed American-born British author best known for his young adult novels such as the "Chaos Walking" trilogy and "A Monster Calls."
  • B. David Nicholls
    David Nicholls is a British novelist and screenwriter best known for his bestselling novel "One Day" and its film and television adaptations.
  • C. Derek Kolstad
    Derek Kolstad is an American screenwriter best known as the creator and primary writer of the John Wick action film franchise.
  • D. James Howe Jr.
    James Howe Jr. was a 17th-century New England colonist known primarily as the husband of Elizabeth Howe, one of the women executed during the Salem witch trials.
  • E. Darren Star
    Darren Star is an American television writer and producer best known for creating hit series such as "Sex and the City," "Beverly Hills, 90210," and "Melrose Place."
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9d0ecf08190aec20338a6ba9911 completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2017998c8190976c2111f140b90a completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20a6ce14819098007416d6377f2e completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae213410708190af9715f488c5b8f5 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.