Triple

T15104842
Position Surface form Disambiguated ID Type / Status
Subject David Rayfiel E360761 entity
Predicate notableWork P4 FINISHED
Object Absence of Malice (uncredited script work)
Absence of Malice (uncredited script work) is a 1981 journalistic drama film for which David Rayfiel contributed uncredited script revisions.
 E1136280 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: Absence of Malice (uncredited script work) | Statement: [David Rayfiel, notableWork, Absence of Malice (uncredited script work)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Absence of Malice (uncredited script work)
Context triple: [David Rayfiel, notableWork, Absence of Malice (uncredited script work)]
  • A. 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.
  • B. The Chinese Connection (screenplay contribution)
    "The Chinese Connection (screenplay contribution)" refers to Michael V. Gazzo’s credited work on the screenplay of the 1972 Bruce Lee martial arts film widely known as "Fist of Fury."
  • C. 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.
  • D. Scary Stories to Tell in the Dark (screenplay contribution)
    Scary Stories to Tell in the Dark (screenplay contribution) is a horror film adaptation of Alvin Schwartz’s classic children’s book series, for which Kevin Hageman co-wrote the screenplay.
  • E. writing the screenplay of Dirty Harry
    Writing the screenplay of Dirty Harry refers to Dean Riesner’s work crafting the script for the influential 1971 crime thriller starring Clint Eastwood as Inspector Harry Callahan.
  • 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: Absence of Malice (uncredited script work)
Triple: [David Rayfiel, notableWork, Absence of Malice (uncredited script work)]
Generated description
Absence of Malice (uncredited script work) is a 1981 journalistic drama film for which David Rayfiel contributed uncredited script revisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Absence of Malice (uncredited script work)
Target entity description: Absence of Malice (uncredited script work) is a 1981 journalistic drama film for which David Rayfiel contributed uncredited script revisions.
  • A. 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.
  • B. The Chinese Connection (screenplay contribution)
    "The Chinese Connection (screenplay contribution)" refers to Michael V. Gazzo’s credited work on the screenplay of the 1972 Bruce Lee martial arts film widely known as "Fist of Fury."
  • C. 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.
  • D. Scary Stories to Tell in the Dark (screenplay contribution)
    Scary Stories to Tell in the Dark (screenplay contribution) is a horror film adaptation of Alvin Schwartz’s classic children’s book series, for which Kevin Hageman co-wrote the screenplay.
  • E. writing the screenplay of Dirty Harry
    Writing the screenplay of Dirty Harry refers to Dean Riesner’s work crafting the script for the influential 1971 crime thriller starring Clint Eastwood as Inspector Harry Callahan.
  • 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.