Triple

T13346950
Position Surface form Disambiguated ID Type / Status
Subject Michael V. Gazzo E317976 entity
Predicate appearedIn P795 FINISHED
Object 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."
E1035704 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 Chinese Connection (screenplay contribution) | Statement: [Michael V. Gazzo, appearedIn, The Chinese Connection (screenplay contribution)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Chinese Connection (screenplay contribution)
Context triple: [Michael V. Gazzo, appearedIn, The Chinese Connection (screenplay contribution)]
  • 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. The Killing of a Chinese Bookie
    The Killing of a Chinese Bookie is a 1976 neo-noir crime drama film by John Cassavetes that follows a nightclub owner whose gambling debts entangle him in a violent underworld.
  • C. 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.
  • D. 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.
  • E. The Smiling Lieutenant (screenplay)
    The Smiling Lieutenant (screenplay) is a romantic musical comedy script by Samson Raphaelson that formed the basis for Ernst Lubitsch’s 1931 film about a carefree lieutenant entangled in a love triangle.
  • 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 Chinese Connection (screenplay contribution)
Triple: [Michael V. Gazzo, appearedIn, The Chinese Connection (screenplay contribution)]
Generated description
"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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Chinese Connection (screenplay contribution)
Target entity description: "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."
  • 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. The Killing of a Chinese Bookie
    The Killing of a Chinese Bookie is a 1976 neo-noir crime drama film by John Cassavetes that follows a nightclub owner whose gambling debts entangle him in a violent underworld.
  • C. 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.
  • D. 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.
  • E. The Smiling Lieutenant (screenplay)
    The Smiling Lieutenant (screenplay) is a romantic musical comedy script by Samson Raphaelson that formed the basis for Ernst Lubitsch’s 1931 film about a carefree lieutenant entangled in a love triangle.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99e89c65c819093f3bea11d6073c5 completed April 11, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f439b3c8190b35fd4d097d65068 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f7204ac36c8190a04e921442489e9c completed May 3, 2026, 10:15 a.m.
NED2 Entity disambiguation (via description) batch_69f7221887208190ac98945a023bc496 completed May 3, 2026, 10:23 a.m.
Created at: April 9, 2026, 9:31 p.m.