Triple

T17263773
Position Surface form Disambiguated ID Type / Status
Subject Fame (TV series) E419068 entity
Predicate mainCharacter P1183 FINISHED
Object Danny Amatullo
Danny Amatullo is a central student character in the television series "Fame," known for his ambition and involvement in the performing arts at a New York City high school.
E1269568 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: Danny Amatullo | Statement: [Fame (TV series), mainCharacter, Danny Amatullo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Amatullo
Context triple: [Fame (TV series), mainCharacter, Danny Amatullo]
  • A. Danny Cedrone
    Danny Cedrone was an American guitarist best known for his influential lead break on Bill Haley & His Comets' landmark rock and roll recording "Rock Around the Clock."
  • B. Anthony Atamanuik
    Anthony Atamanuik is an American comedian, actor, and writer best known for his acclaimed Donald Trump impersonation and work in sketch and improv comedy.
  • C. Danny Tamberelli
    Danny Tamberelli is an American actor, comedian, and musician best known for his childhood roles on Nickelodeon shows like The Adventures of Pete & Pete and All That.
  • D. Danny Rocco
    Danny Rocco is an American college football coach best known for leading multiple FCS programs, including successful tenures at Liberty, Richmond, and the University of Delaware.
  • E. Danny Tenaglia
    Danny Tenaglia is an American DJ and producer renowned for his influential role in house music and the New York club scene.
  • 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: Danny Amatullo
Triple: [Fame (TV series), mainCharacter, Danny Amatullo]
Generated description
Danny Amatullo is a central student character in the television series "Fame," known for his ambition and involvement in the performing arts at a New York City high school.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Amatullo
Target entity description: Danny Amatullo is a central student character in the television series "Fame," known for his ambition and involvement in the performing arts at a New York City high school.
  • A. Danny Cedrone
    Danny Cedrone was an American guitarist best known for his influential lead break on Bill Haley & His Comets' landmark rock and roll recording "Rock Around the Clock."
  • B. Anthony Atamanuik
    Anthony Atamanuik is an American comedian, actor, and writer best known for his acclaimed Donald Trump impersonation and work in sketch and improv comedy.
  • C. Danny Tamberelli
    Danny Tamberelli is an American actor, comedian, and musician best known for his childhood roles on Nickelodeon shows like The Adventures of Pete & Pete and All That.
  • D. Danny Rocco
    Danny Rocco is an American college football coach best known for leading multiple FCS programs, including successful tenures at Liberty, Richmond, and the University of Delaware.
  • E. Danny Tenaglia
    Danny Tenaglia is an American DJ and producer renowned for his influential role in house music and the New York club scene.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4379848190add32ba8e5f93527 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01afdd9d1c8190b9d264c6a0202a25 completed May 11, 2026, 10:30 a.m.
NEDg Description generation batch_6a01b145221c8190b03388672af3402f completed May 11, 2026, 10:36 a.m.
NED2 Entity disambiguation (via description) batch_6a01b208e6d8819080a363da368ec2e9 completed May 11, 2026, 10:40 a.m.
Created at: April 10, 2026, 5:40 a.m.