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.