Triple

T15104843
Position Surface form Disambiguated ID Type / Status
Subject David Rayfiel E360761 entity
Predicate notableWork P4 FINISHED
Object Random Hearts (uncredited script work)
Random Hearts (uncredited script work) is a 1999 romantic drama film, directed by Sydney Pollack and starring Harrison Ford and Kristin Scott Thomas, on which David Rayfiel contributed uncredited script revisions.
E1136281 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: Random Hearts (uncredited script work) | Statement: [David Rayfiel, notableWork, Random Hearts (uncredited script work)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Random Hearts (uncredited script work)
Context triple: [David Rayfiel, notableWork, Random Hearts (uncredited script work)]
  • A. 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.
  • B. Bronson (uncredited script work)
    Bronson (uncredited script work) is a 2008 British biographical crime film about the notorious prisoner Charles Bronson, known for its stylized, theatrical approach and Tom Hardy’s intense lead performance.
  • C. Tonight, He Comes (unproduced script)
    "Tonight, He Comes" is the original, unproduced superhero screenplay that was later reworked into the 2008 film "Hancock."
  • D. Graffiti Bridge (soundtrack contributions)
    "Graffiti Bridge (soundtrack contributions)" refers to the music created and performed by The New Power Generation for the soundtrack of Prince’s 1990 film and album "Graffiti Bridge," showcasing their early collaboration and funk-rock sound.
  • E. One Hour with You (screenplay)
    One Hour with You (screenplay) is a 1932 romantic musical comedy script co-written by Samson Raphaelson for the Ernst Lubitsch-directed film starring Maurice Chevalier and Jeanette MacDonald.
  • 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: Random Hearts (uncredited script work)
Triple: [David Rayfiel, notableWork, Random Hearts (uncredited script work)]
Generated description
Random Hearts (uncredited script work) is a 1999 romantic drama film, directed by Sydney Pollack and starring Harrison Ford and Kristin Scott Thomas, on which David Rayfiel contributed uncredited script revisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Random Hearts (uncredited script work)
Target entity description: Random Hearts (uncredited script work) is a 1999 romantic drama film, directed by Sydney Pollack and starring Harrison Ford and Kristin Scott Thomas, on which David Rayfiel contributed uncredited script revisions.
  • A. 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.
  • B. Bronson (uncredited script work)
    Bronson (uncredited script work) is a 2008 British biographical crime film about the notorious prisoner Charles Bronson, known for its stylized, theatrical approach and Tom Hardy’s intense lead performance.
  • C. Tonight, He Comes (unproduced script)
    "Tonight, He Comes" is the original, unproduced superhero screenplay that was later reworked into the 2008 film "Hancock."
  • D. Graffiti Bridge (soundtrack contributions)
    "Graffiti Bridge (soundtrack contributions)" refers to the music created and performed by The New Power Generation for the soundtrack of Prince’s 1990 film and album "Graffiti Bridge," showcasing their early collaboration and funk-rock sound.
  • E. One Hour with You (screenplay)
    One Hour with You (screenplay) is a 1932 romantic musical comedy script co-written by Samson Raphaelson for the Ernst Lubitsch-directed film starring Maurice Chevalier and Jeanette MacDonald.
  • 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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00588f35481909674f161bf0f3918 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69feae28e99881908156909e553c2538 completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feaf39ddec81908da194211b2d0994 completed May 9, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_69feafce7fa081908bc6167970f1822f completed May 9, 2026, 3:53 a.m.
Created at: April 10, 2026, 3:05 a.m.