Triple

T523991
Position Surface form Disambiguated ID Type / Status
Subject American Gangster E10877 entity
Predicate castMember P1668 FINISHED
Object Armand Assante
Armand Assante is an American actor known for his intense screen presence and roles in crime dramas and historical films.
 E70556 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: Armand Assante | Statement: [American Gangster, castMember, Armand Assante]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armand Assante
Context triple: [American Gangster, castMember, Armand Assante]
  • A. Tim Roth
    Tim Roth is an English actor known for his intense, often villainous roles in films such as "Reservoir Dogs," "Pulp Fiction," and "Rob Roy," as well as his collaborations with directors like Quentin Tarantino.
  • B. Burt Young
    Burt Young was an American character actor best known for his Oscar-nominated role as Paulie Pennino, Rocky Balboa’s gruff but loyal friend, in the Rocky film series.
  • C. Frank Vincent DuMond
    Frank Vincent DuMond was an influential American painter and long-time art instructor known for his landscape and figure painting as well as his impact on generations of students.
  • D. Christopher Walken
    Christopher Walken is an American actor known for his distinctive voice, eccentric screen presence, and memorable roles in films such as "The Deer Hunter," "Pulp Fiction," and "Catch Me If You Can."
  • E. Peter Facinelli
    Peter Facinelli is an American actor best known for playing Dr. Carlisle Cullen in the Twilight film series.
  • 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: Armand Assante
Triple: [American Gangster, castMember, Armand Assante]
Generated description
Armand Assante is an American actor known for his intense screen presence and roles in crime dramas and historical films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armand Assante
Target entity description: Armand Assante is an American actor known for his intense screen presence and roles in crime dramas and historical films.
  • A. Tim Roth
    Tim Roth is an English actor known for his intense, often villainous roles in films such as "Reservoir Dogs," "Pulp Fiction," and "Rob Roy," as well as his collaborations with directors like Quentin Tarantino.
  • B. Burt Young
    Burt Young was an American character actor best known for his Oscar-nominated role as Paulie Pennino, Rocky Balboa’s gruff but loyal friend, in the Rocky film series.
  • C. Frank Vincent DuMond
    Frank Vincent DuMond was an influential American painter and long-time art instructor known for his landscape and figure painting as well as his impact on generations of students.
  • D. Christopher Walken
    Christopher Walken is an American actor known for his distinctive voice, eccentric screen presence, and memorable roles in films such as "The Deer Hunter," "Pulp Fiction," and "Catch Me If You Can."
  • E. Peter Facinelli
    Peter Facinelli is an American actor best known for playing Dr. Carlisle Cullen in the Twilight film series.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ed30d578819091c6c1f4c5eba301 completed March 2, 2026, 1:51 a.m.
NEDg Description generation batch_69a4edbab33881909369a7fc81165cf4 completed March 2, 2026, 1:54 a.m.
NED2 Entity disambiguation (via description) batch_69a4ee0f4e008190a9bdcc1ec93cefb3 completed March 2, 2026, 1:55 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.