Triple

T13384421
Position Surface form Disambiguated ID Type / Status
Subject The Neon Demon E319402 entity
Predicate screenwriter P2831 FINISHED
Object Polly Stenham
Polly Stenham is a British playwright and screenwriter known for her acclaimed stage works and contributions to contemporary drama and film.
E1036400 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: Polly Stenham | Statement: [The Neon Demon, screenwriter, Polly Stenham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Polly Stenham
Context triple: [The Neon Demon, screenwriter, Polly Stenham]
  • A. Deborah Moggach
    Deborah Moggach is a British novelist and screenwriter known for works such as "Tulip Fever" and "These Foolish Things," the latter adapted into the film "The Best Exotic Marigold Hotel."
  • B. Helen Edmundson
    Helen Edmundson is a British playwright and screenwriter known for her stage adaptations of classic literature and her work on film and television dramas.
  • C. Lucy Kirkwood
    Lucy Kirkwood is a British playwright and screenwriter known for her critically acclaimed stage works such as "Chimerica" and "The Children."
  • D. Abi Morgan
    Abi Morgan is a British playwright and screenwriter known for her work on acclaimed films and television dramas such as "The Iron Lady," "Suffragette," and "The Hour."
  • E. Josie Rourke
    Josie Rourke is a British theatre and film director known for her acclaimed stage work and for making her feature film debut with the historical drama "Mary Queen of Scots" (2018).
  • 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: Polly Stenham
Triple: [The Neon Demon, screenwriter, Polly Stenham]
Generated description
Polly Stenham is a British playwright and screenwriter known for her acclaimed stage works and contributions to contemporary drama and film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Polly Stenham
Target entity description: Polly Stenham is a British playwright and screenwriter known for her acclaimed stage works and contributions to contemporary drama and film.
  • A. Deborah Moggach
    Deborah Moggach is a British novelist and screenwriter known for works such as "Tulip Fever" and "These Foolish Things," the latter adapted into the film "The Best Exotic Marigold Hotel."
  • B. Helen Edmundson
    Helen Edmundson is a British playwright and screenwriter known for her stage adaptations of classic literature and her work on film and television dramas.
  • C. Lucy Kirkwood
    Lucy Kirkwood is a British playwright and screenwriter known for her critically acclaimed stage works such as "Chimerica" and "The Children."
  • D. Abi Morgan
    Abi Morgan is a British playwright and screenwriter known for her work on acclaimed films and television dramas such as "The Iron Lady," "Suffragette," and "The Hour."
  • E. Josie Rourke
    Josie Rourke is a British theatre and film director known for her acclaimed stage work and for making her feature film debut with the historical drama "Mary Queen of Scots" (2018).
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce80158819082156eaeaeda3bd8 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7268cf04c8190a35fd48ce81c149e completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7276776ec81908769cd9f1cc4707e completed May 3, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_69f7280cbb6c819090bee7862e00b900 completed May 3, 2026, 10:48 a.m.
Created at: April 9, 2026, 9:33 p.m.