Triple

T9328055
Position Surface form Disambiguated ID Type / Status
Subject Leueen MacGrath E224444 entity
Predicate notableWork P4 FINISHED
Object The Astonished Heart (screenplay)
The Astonished Heart is a screenplay adaptation of Noël Coward’s one-act play, co-written by Coward and Leueen MacGrath, about a psychiatrist’s destructive obsession with a younger woman.
 E791916 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: The Astonished Heart (screenplay) | Statement: [Leueen MacGrath, notableWork, The Astonished Heart (screenplay)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Astonished Heart (screenplay)
Context triple: [Leueen MacGrath, notableWork, The Astonished Heart (screenplay)]
  • A. The Servant (screenplay)
    The Servant is a 1963 British film screenplay by Harold Pinter, adapted from Robin Maugham’s novella, renowned for its psychologically intense exploration of class, power, and manipulation.
  • B. The Shopworn Angel (screenplay)
    The Shopworn Angel (screenplay) is a romantic drama script by acclaimed screenwriter Samson Raphaelson, best known for his sophisticated character work and influential contributions to early Hollywood cinema.
  • C. The Perfect Specimen (screenplay)
    The Perfect Specimen is a screenplay by acclaimed American screenwriter Samson Raphaelson, best known for his sophisticated romantic comedies and collaborations with director Ernst Lubitsch.
  • D. The Getting of Wisdom (screenplay adaptation)
    The Getting of Wisdom (screenplay adaptation) is an Australian film script by Eleanor Witcombe based on Henry Handel Richardson’s classic coming-of-age novel about a schoolgirl’s experiences in a Melbourne ladies’ college.
  • E. The Heart of Screenland
    The Heart of Screenland is the official motto of Culver City, California, reflecting its historic role as a major center of film and television production.
  • 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: The Astonished Heart (screenplay)
Triple: [Leueen MacGrath, notableWork, The Astonished Heart (screenplay)]
Generated description
The Astonished Heart is a screenplay adaptation of Noël Coward’s one-act play, co-written by Coward and Leueen MacGrath, about a psychiatrist’s destructive obsession with a younger woman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Astonished Heart (screenplay)
Target entity description: The Astonished Heart is a screenplay adaptation of Noël Coward’s one-act play, co-written by Coward and Leueen MacGrath, about a psychiatrist’s destructive obsession with a younger woman.
  • A. The Servant (screenplay)
    The Servant is a 1963 British film screenplay by Harold Pinter, adapted from Robin Maugham’s novella, renowned for its psychologically intense exploration of class, power, and manipulation.
  • B. The Shopworn Angel (screenplay)
    The Shopworn Angel (screenplay) is a romantic drama script by acclaimed screenwriter Samson Raphaelson, best known for his sophisticated character work and influential contributions to early Hollywood cinema.
  • C. The Perfect Specimen (screenplay)
    The Perfect Specimen is a screenplay by acclaimed American screenwriter Samson Raphaelson, best known for his sophisticated romantic comedies and collaborations with director Ernst Lubitsch.
  • D. The Getting of Wisdom (screenplay adaptation)
    The Getting of Wisdom (screenplay adaptation) is an Australian film script by Eleanor Witcombe based on Henry Handel Richardson’s classic coming-of-age novel about a schoolgirl’s experiences in a Melbourne ladies’ college.
  • E. The Heart of Screenland
    The Heart of Screenland is the official motto of Culver City, California, reflecting its historic role as a major center of film and television production.
  • 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_69ca8427a0c08190b749831d5ea98f02 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd37aa78648190b786b50402b15569 completed April 1, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c7f345d88190912b0f10e7ab68be completed April 4, 2026, 8:12 a.m.
NEDg Description generation batch_69d0c93366c481909eca1ae2272433c9 completed April 4, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_69d0c9a9e6508190815a9988bd38da9b completed April 4, 2026, 8:19 a.m.
Created at: March 30, 2026, 7:39 p.m.