Triple

T9914042
Position Surface form Disambiguated ID Type / Status
Subject The Last Boy Scout E185821 entity
Predicate character P662 FINISHED
Object Sheldon Marcone
Sheldon Marcone is a ruthless and corrupt sports tycoon who serves as the primary antagonist in the action film "The Last Boy Scout."
E829683 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: Sheldon Marcone | Statement: [The Last Boy Scout, character, Sheldon Marcone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheldon Marcone
Context triple: [The Last Boy Scout, character, Sheldon Marcone]
  • A. Carl Mazzocone
    Carl Mazzocone is a film producer best known for his work on the horror franchise entry "Texas Chainsaw 3D."
  • B. Fred Tatasciore
    Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
  • C. Larry Marchiano
    Larry Marchiano was the husband of former adult film star Linda Lovelace, known primarily for his relationship with her after she left the pornography industry.
  • D. Bart Mancuso
    Bart Mancuso is a skilled and composed U.S. Navy submarine commander featured in Tom Clancy’s novel and film adaptation "The Hunt for Red October."
  • E. John Cusimano
    John Cusimano is an American lawyer, musician, and television producer best known as the longtime husband of celebrity chef and TV host Rachael Ray.
  • 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: Sheldon Marcone
Triple: [The Last Boy Scout, character, Sheldon Marcone]
Generated description
Sheldon Marcone is a ruthless and corrupt sports tycoon who serves as the primary antagonist in the action film "The Last Boy Scout."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheldon Marcone
Target entity description: Sheldon Marcone is a ruthless and corrupt sports tycoon who serves as the primary antagonist in the action film "The Last Boy Scout."
  • A. Carl Mazzocone
    Carl Mazzocone is a film producer best known for his work on the horror franchise entry "Texas Chainsaw 3D."
  • B. Fred Tatasciore
    Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
  • C. Larry Marchiano
    Larry Marchiano was the husband of former adult film star Linda Lovelace, known primarily for his relationship with her after she left the pornography industry.
  • D. Bart Mancuso
    Bart Mancuso is a skilled and composed U.S. Navy submarine commander featured in Tom Clancy’s novel and film adaptation "The Hunt for Red October."
  • E. John Cusimano
    John Cusimano is an American lawyer, musician, and television producer best known as the longtime husband of celebrity chef and TV host Rachael Ray.
  • 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_69ca829b45f481909040f7b99a1976ed completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb53ba1ac8190ba655133b81596d7 completed April 2, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20dd82edc8190b405a3969864af77 completed April 5, 2026, 7:23 a.m.
NEDg Description generation batch_69d20ed1f69c819099faa881a9a4368d completed April 5, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69d212e3b864819092b8464f5a5ab696 completed April 5, 2026, 7:44 a.m.
Created at: March 30, 2026, 8:41 p.m.