Triple

T4035692
Position Surface form Disambiguated ID Type / Status
Subject Person of Interest E83821 entity
Predicate mainCharacter P1183 FINISHED
Object Lionel Fusco
Lionel Fusco is a central character in the TV series "Person of Interest," a once-corrupt NYPD detective who becomes a loyal ally to the show's protagonists.
E407858 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: Lionel Fusco | Statement: [Person of Interest, mainCharacter, Lionel Fusco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lionel Fusco
Context triple: [Person of Interest, mainCharacter, Lionel Fusco]
  • A. Emile Ardolino
    Emile Ardolino was an American film director best known for popular hits like "Dirty Dancing" and "Sister Act," as well as his work on dance-focused documentaries.
  • B. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • C. Joseph DiMona
    Joseph DiMona was an American writer and ghostwriter known for collaborating on political and nonfiction books, including high-profile insider accounts from Washington.
  • D. Lionel Bender
    Lionel Bender was an American linguist known for his extensive research and classification work on African languages, particularly those in the Nilo-Saharan and Afroasiatic families.
  • E. Ralph Cifaretto
    Ralph Cifaretto is a volatile, sadistic mob captain in the HBO series "The Sopranos," known for his cruelty, dark humor, and pivotal role in several of the show's most shocking storylines.
  • 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: Lionel Fusco
Triple: [Person of Interest, mainCharacter, Lionel Fusco]
Generated description
Lionel Fusco is a central character in the TV series "Person of Interest," a once-corrupt NYPD detective who becomes a loyal ally to the show's protagonists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lionel Fusco
Target entity description: Lionel Fusco is a central character in the TV series "Person of Interest," a once-corrupt NYPD detective who becomes a loyal ally to the show's protagonists.
  • A. Emile Ardolino
    Emile Ardolino was an American film director best known for popular hits like "Dirty Dancing" and "Sister Act," as well as his work on dance-focused documentaries.
  • B. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • C. Joseph DiMona
    Joseph DiMona was an American writer and ghostwriter known for collaborating on political and nonfiction books, including high-profile insider accounts from Washington.
  • D. Lionel Bender
    Lionel Bender was an American linguist known for his extensive research and classification work on African languages, particularly those in the Nilo-Saharan and Afroasiatic families.
  • E. Ralph Cifaretto
    Ralph Cifaretto is a volatile, sadistic mob captain in the HBO series "The Sopranos," known for his cruelty, dark humor, and pivotal role in several of the show's most shocking storylines.
  • 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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb132f6c8190937acd35a6a5a9e4 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b556415ebc8190a528c7e22dbf70df completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b556efc2148190a66e732e09e4fc21 completed March 14, 2026, 12:39 p.m.
NED2 Entity disambiguation (via description) batch_69b5575de0e88190843f1fcbc12c9dd5 completed March 14, 2026, 12:41 p.m.
Created at: March 9, 2026, 3:36 p.m.