Triple

T10172892
Position Surface form Disambiguated ID Type / Status
Subject Robert Loggia E235775 entity
Predicate playedCharacter P1507 FINISHED
Object Frank Lopez in Scarface
Frank Lopez in *Scarface* is a powerful Miami drug kingpin who serves as Tony Montana’s initial boss and mentor before becoming his rival.
E844766 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: Frank Lopez in Scarface | Statement: [Robert Loggia, playedCharacter, Frank Lopez in Scarface]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Lopez in Scarface
Context triple: [Robert Loggia, playedCharacter, Frank Lopez in Scarface]
  • A. Carlito
    Carlito is a diminutive form of the Spanish given name Carlos, often used as an affectionate nickname.
  • B. Ray "Bones" Barboni in Get Shorty
    Ray "Bones" Barboni in *Get Shorty* is a volatile, foul-mouthed Miami mobster whose violent temper and comic ineptitude make him one of the film’s most memorable antagonists.
  • C. Buddy Russo in The French Connection
    Buddy Russo in *The French Connection* is a tough, streetwise New York City detective who partners with Popeye Doyle in the gritty pursuit of an international heroin smuggling ring.
  • D. Alonzo Mosely in Midnight Run
    Alonzo Mosely in *Midnight Run* is a no-nonsense FBI agent whose badge is stolen by bounty hunter Jack Walsh, leading to a series of tense and comedic confrontations throughout the film.
  • E. Tony Montana
    Tony Montana is the ruthless Cuban immigrant-turned-drug-lord protagonist of the 1983 crime film "Scarface."
  • 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: Frank Lopez in Scarface
Triple: [Robert Loggia, playedCharacter, Frank Lopez in Scarface]
Generated description
Frank Lopez in *Scarface* is a powerful Miami drug kingpin who serves as Tony Montana’s initial boss and mentor before becoming his rival.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Lopez in Scarface
Target entity description: Frank Lopez in *Scarface* is a powerful Miami drug kingpin who serves as Tony Montana’s initial boss and mentor before becoming his rival.
  • A. Carlito
    Carlito is a diminutive form of the Spanish given name Carlos, often used as an affectionate nickname.
  • B. Ray "Bones" Barboni in Get Shorty
    Ray "Bones" Barboni in *Get Shorty* is a volatile, foul-mouthed Miami mobster whose violent temper and comic ineptitude make him one of the film’s most memorable antagonists.
  • C. Buddy Russo in The French Connection
    Buddy Russo in *The French Connection* is a tough, streetwise New York City detective who partners with Popeye Doyle in the gritty pursuit of an international heroin smuggling ring.
  • D. Alonzo Mosely in Midnight Run
    Alonzo Mosely in *Midnight Run* is a no-nonsense FBI agent whose badge is stolen by bounty hunter Jack Walsh, leading to a series of tense and comedic confrontations throughout the film.
  • E. Tony Montana
    Tony Montana is the ruthless Cuban immigrant-turned-drug-lord protagonist of the 1983 crime film "Scarface."
  • 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec9f6dd8819081588600499165ee completed April 2, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3010c386481908bc0c985c0b5ff93 completed April 6, 2026, 12:40 a.m.
NEDg Description generation batch_69d30256ee40819098569b37eb27d3d1 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d302d248e08190b6b7bae9343b6f9a completed April 6, 2026, 12:48 a.m.
Created at: March 30, 2026, 9:10 p.m.