Triple

T18140471
Position Surface form Disambiguated ID Type / Status
Subject Boys Don't Cry E434247 entity
Predicate screenwriter P2831 FINISHED
Object Andy Bienen
Andy Bienen is an American screenwriter best known for co-writing the acclaimed 1999 film "Boys Don't Cry."
E1307539 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 Bienen | Statement: [Boys Don't Cry, screenwriter, Andy Bienen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Bienen
Context triple: [Boys Don't Cry, screenwriter, Andy Bienen]
  • A. Phil Ryerson
    Phil Ryerson is a comedic supporting character in the family film "Daddy Day Care," known for his humorous mishaps and interactions with the daycare staff and children.
  • B. Don Hahn
    Don Hahn is an American film producer best known for overseeing several of Disney’s most acclaimed animated features, including Beauty and the Beast and The Lion King.
  • C. Gene Klein
    Gene Klein is the birth name of Gene Simmons, the Israeli-American musician best known as the bassist and co-lead singer of the rock band Kiss.
  • D. Jo Mielziner
    Jo Mielziner was a highly influential American theatrical scenic and lighting designer, renowned for his innovative and atmospheric work on mid-20th-century Broadway productions.
  • E. Frank MacDermott
    Frank MacDermott was an Irish barrister, politician, and writer who served as a Teachta Dála and was known for his involvement in early 20th-century Irish politics.
  • 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 Bienen
Triple: [Boys Don't Cry, screenwriter, Andy Bienen]
Generated description
Andy Bienen is an American screenwriter best known for co-writing the acclaimed 1999 film "Boys Don't Cry."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Bienen
Target entity description: Andy Bienen is an American screenwriter best known for co-writing the acclaimed 1999 film "Boys Don't Cry."
  • A. Phil Ryerson
    Phil Ryerson is a comedic supporting character in the family film "Daddy Day Care," known for his humorous mishaps and interactions with the daycare staff and children.
  • B. Don Hahn
    Don Hahn is an American film producer best known for overseeing several of Disney’s most acclaimed animated features, including Beauty and the Beast and The Lion King.
  • C. Gene Klein
    Gene Klein is the birth name of Gene Simmons, the Israeli-American musician best known as the bassist and co-lead singer of the rock band Kiss.
  • D. Jo Mielziner
    Jo Mielziner was a highly influential American theatrical scenic and lighting designer, renowned for his innovative and atmospheric work on mid-20th-century Broadway productions.
  • E. Frank MacDermott
    Frank MacDermott was an Irish barrister, politician, and writer who served as a Teachta Dála and was known for his involvement in early 20th-century Irish politics.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de0a59d08190be74c1ecc00a8f3a completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03855061b88190a9fcda2743dec41a completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03861898948190b3ada048d9ea274c completed May 12, 2026, 7:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0386b90e308190807af4d407840985 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.