Triple

T5188172
Position Surface form Disambiguated ID Type / Status
Subject The French Connection E117082 entity
Predicate castMember P1668 FINISHED
Object Tony Lo Bianco
Tony Lo Bianco is an American actor known for his intense character roles in film, television, and theater, including notable performances in crime dramas of the 1970s.
 E502115 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: Tony Lo Bianco | Statement: [The French Connection, castMember, Tony Lo Bianco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Lo Bianco
Context triple: [The French Connection, castMember, Tony Lo Bianco]
  • A. Jerry Nolan
    Jerry Nolan was an American rock drummer best known for his work with the New York Dolls and the Heartbreakers, where his energetic, hard-hitting style helped define the sound of 1970s punk rock.
  • B. Vic Damone
    Vic Damone was an American traditional pop and big band singer and entertainer known for his smooth baritone voice and romantic ballads, particularly popular in the 1940s and 1950s.
  • C. Anthony Caruso
    Anthony Caruso was an American character actor known for his frequent portrayals of gangsters and tough guys in mid-20th-century film and television.
  • D. Tony Bongiovi
    Tony Bongiovi is an American record producer and recording engineer best known for his work with artists like Aerosmith, Talking Heads, and for co-founding New York’s Power Station studio.
  • E. Tom Bell
    Tom Bell was an American football official best known for serving as the referee in Super Bowl III.
  • 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: Tony Lo Bianco
Triple: [The French Connection, castMember, Tony Lo Bianco]
Generated description
Tony Lo Bianco is an American actor known for his intense character roles in film, television, and theater, including notable performances in crime dramas of the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Lo Bianco
Target entity description: Tony Lo Bianco is an American actor known for his intense character roles in film, television, and theater, including notable performances in crime dramas of the 1970s.
  • A. Jerry Nolan
    Jerry Nolan was an American rock drummer best known for his work with the New York Dolls and the Heartbreakers, where his energetic, hard-hitting style helped define the sound of 1970s punk rock.
  • B. Vic Damone
    Vic Damone was an American traditional pop and big band singer and entertainer known for his smooth baritone voice and romantic ballads, particularly popular in the 1940s and 1950s.
  • C. Anthony Caruso
    Anthony Caruso was an American character actor known for his frequent portrayals of gangsters and tough guys in mid-20th-century film and television.
  • D. Tony Bongiovi
    Tony Bongiovi is an American record producer and recording engineer best known for his work with artists like Aerosmith, Talking Heads, and for co-founding New York’s Power Station studio.
  • E. Tom Bell
    Tom Bell was an American football official best known for serving as the referee in Super Bowl III.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c56280819085926316f7b520bc completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee08af954819080dbe7ea1ac6ddb0 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.