Triple

T22125836
Position Surface form Disambiguated ID Type / Status
Subject HOLY FVCK E546787 entity
Predicate producer P490 FINISHED
Object Alex Niceforo
Alex Niceforo is a music producer known for working on Demi Lovato’s rock-influenced album "HOLY FVCK."
 E1520249 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: Alex Niceforo | Statement: [HOLY FVCK, producer, Alex Niceforo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alex Niceforo
Context triple: [HOLY FVCK, producer, Alex Niceforo]
  • A. Nicholas D'Alesandro
    Nicholas D'Alesandro is a member of the prominent D'Alesandro political family from Baltimore, known primarily as a son of longtime Baltimore mayor Thomas D'Alesandro Jr.
  • B. Charles Antonelli
    Charles Antonelli is an individual notable enough to be specifically recorded as a bearer of the surname Antonelli.
  • C. Nicholas Libertini
    Nicholas Libertini is the son of American actress Melinda Dillon, known for her roles in films such as "Close Encounters of the Third Kind" and "A Christmas Story."
  • D. Vincent Laresca
    Vincent Laresca is an American actor known for his supporting roles in film and television, often portraying tough or streetwise characters in crime dramas and thrillers.
  • E. John Dragonetti
    John Dragonetti is an American musician and composer best known for his film and television scores, including the soundtrack to the documentary "The Internet's Own Boy: The Story of Aaron Swartz."
  • 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: Alex Niceforo
Triple: [HOLY FVCK, producer, Alex Niceforo]
Generated description
Alex Niceforo is a music producer known for working on Demi Lovato’s rock-influenced album "HOLY FVCK."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alex Niceforo
Target entity description: Alex Niceforo is a music producer known for working on Demi Lovato’s rock-influenced album "HOLY FVCK."
  • A. Nicholas D'Alesandro
    Nicholas D'Alesandro is a member of the prominent D'Alesandro political family from Baltimore, known primarily as a son of longtime Baltimore mayor Thomas D'Alesandro Jr.
  • B. Charles Antonelli
    Charles Antonelli is an individual notable enough to be specifically recorded as a bearer of the surname Antonelli.
  • C. Nicholas Libertini
    Nicholas Libertini is the son of American actress Melinda Dillon, known for her roles in films such as "Close Encounters of the Third Kind" and "A Christmas Story."
  • D. Vincent Laresca
    Vincent Laresca is an American actor known for his supporting roles in film and television, often portraying tough or streetwise characters in crime dramas and thrillers.
  • E. John Dragonetti
    John Dragonetti is an American musician and composer best known for his film and television scores, including the soundtrack to the documentary "The Internet's Own Boy: The Story of Aaron Swartz."
  • 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_69e11e39bf348190b541bfa16a7b71e0 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12981ac008190aafb516f2a28fefc completed April 28, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f237c948190968d737cbfec7cc3 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a92181a388190bdd14cafee3b1ccd completed May 18, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9302dc80819091422fadcacfe2ad completed May 18, 2026, 4:18 a.m.
Created at: April 16, 2026, 8:31 p.m.