Triple

T2458770
Position Surface form Disambiguated ID Type / Status
Subject The Sopranos E54482 entity
Predicate starred P5563 FINISHED
Object Michael Imperioli
Michael Imperioli is an American actor and writer best known for his Emmy-winning role as Christopher Moltisanti on the acclaimed HBO crime drama series The Sopranos.
E268687 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: Michael Imperioli | Statement: [The Sopranos, starred, Michael Imperioli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Imperioli
Context triple: [The Sopranos, starred, Michael Imperioli]
  • A. Joe Pantoliano
    Joe Pantoliano is an American character actor known for his memorable supporting roles in films and television, including his portrayal of the treacherous Cypher in "The Matrix."
  • B. Bobby Cannavale
    Bobby Cannavale is an American actor known for his versatile performances in film, television, and theater, often portraying intense, charismatic, and streetwise characters.
  • C. Vincent D'Onofrio
    Vincent D'Onofrio is an American actor known for his intense character roles in film and television, including standout performances in "Full Metal Jacket," "Law & Order: Criminal Intent," and as Wilson Fisk in Marvel's "Daredevil."
  • D. Giancarlo Esposito
    Giancarlo Esposito is an American actor best known for his nuanced portrayals of complex antagonists, particularly Gus Fring in the television series "Breaking Bad" and "Better Call Saul."
  • E. Donald Faison
    Donald Faison is an American actor and comedian best known for his role as Dr. Christopher Turk on the television series "Scrubs."
  • 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: Michael Imperioli
Triple: [The Sopranos, starred, Michael Imperioli]
Generated description
Michael Imperioli is an American actor and writer best known for his Emmy-winning role as Christopher Moltisanti on the acclaimed HBO crime drama series The Sopranos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Imperioli
Target entity description: Michael Imperioli is an American actor and writer best known for his Emmy-winning role as Christopher Moltisanti on the acclaimed HBO crime drama series The Sopranos.
  • A. Joe Pantoliano
    Joe Pantoliano is an American character actor known for his memorable supporting roles in films and television, including his portrayal of the treacherous Cypher in "The Matrix."
  • B. Bobby Cannavale
    Bobby Cannavale is an American actor known for his versatile performances in film, television, and theater, often portraying intense, charismatic, and streetwise characters.
  • C. Vincent D'Onofrio
    Vincent D'Onofrio is an American actor known for his intense character roles in film and television, including standout performances in "Full Metal Jacket," "Law & Order: Criminal Intent," and as Wilson Fisk in Marvel's "Daredevil."
  • D. Giancarlo Esposito
    Giancarlo Esposito is an American actor best known for his nuanced portrayals of complex antagonists, particularly Gus Fring in the television series "Breaking Bad" and "Better Call Saul."
  • E. Donald Faison
    Donald Faison is an American actor and comedian best known for his role as Dr. Christopher Turk on the television series "Scrubs."
  • 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_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd10a35f88190b102a2cb5c88146e completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0cd7adc8190b855eb28285fefc5 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef537e0588190b6838ef34d1031ab completed March 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69aef98dcbd08190a371019f616ad820 completed March 9, 2026, 4:47 p.m.
Created at: March 6, 2026, 9:44 p.m.