Triple

T10493497
Position Surface form Disambiguated ID Type / Status
Subject The Gentle Sex E247475 entity
Predicate screenwriter P2831 FINISHED
Object Aimee Stuart
Aimee Stuart was a British playwright and screenwriter known for her work on mid-20th-century films and stage productions.
E893051 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: Aimee Stuart | Statement: [The Gentle Sex, screenwriter, Aimee Stuart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aimee Stuart
Context triple: [The Gentle Sex, screenwriter, Aimee Stuart]
  • A. Aimee Stephens
    Aimee Stephens was a transgender woman whose landmark U.S. Supreme Court case, R.G. & G.R. Harris Funeral Homes Inc. v. EEOC, helped establish that federal civil rights law protects employees from discrimination based on gender identity.
  • B. Aimee Sharp
    Aimee Sharp is known as the wife of Grateful Dead drummer Bill Kreutzmann.
  • C. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • D. Aimee Griffen
    Aimee Griffen is the daughter of Iris Chase in Margaret Atwood’s novel "The Blind Assassin."
  • E. Amy Dromey
    Amy Dromey is the daughter of British Labour politician Harriet Harman and trade unionist Jack Dromey.
  • 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: Aimee Stuart
Triple: [The Gentle Sex, screenwriter, Aimee Stuart]
Generated description
Aimee Stuart was a British playwright and screenwriter known for her work on mid-20th-century films and stage productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aimee Stuart
Target entity description: Aimee Stuart was a British playwright and screenwriter known for her work on mid-20th-century films and stage productions.
  • A. Aimee Stephens
    Aimee Stephens was a transgender woman whose landmark U.S. Supreme Court case, R.G. & G.R. Harris Funeral Homes Inc. v. EEOC, helped establish that federal civil rights law protects employees from discrimination based on gender identity.
  • B. Aimee Sharp
    Aimee Sharp is known as the wife of Grateful Dead drummer Bill Kreutzmann.
  • C. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • D. Aimee Griffen
    Aimee Griffen is the daughter of Iris Chase in Margaret Atwood’s novel "The Blind Assassin."
  • E. Amy Dromey
    Amy Dromey is the daughter of British Labour politician Harriet Harman and trade unionist Jack Dromey.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097ecbec8190807c4fcc85662026 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69e215e3c3c88190833c1f56288629a2 completed April 17, 2026, 11:13 a.m.
NEDg Description generation batch_69e21d860d288190855ffbe60df50df9 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21f09be508190a7c497a7680cb59e completed April 17, 2026, 11:52 a.m.
Created at: April 6, 2026, 12:24 p.m.