Triple

T20785352
Position Surface form Disambiguated ID Type / Status
Subject Evil Angel E511616 entity
Predicate foundedBy P104 FINISHED
Object John Stagliano
John Stagliano is an American adult film director, producer, and entrepreneur best known for pioneering gonzo pornography and building the influential studio Evil Angel.
E1450342 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: John Stagliano | Statement: [Evil Angel, foundedBy, John Stagliano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Stagliano
Context triple: [Evil Angel, foundedBy, John Stagliano]
  • A. Frank Tagliano
    Frank Tagliano is the fictional New York mobster-turned-relocated witness protection figure portrayed by Steven Van Zandt in the Norwegian-American TV series "Lilyhammer."
  • B. Johnny Gioeli
    Johnny Gioeli is an American rock singer best known as the lead vocalist of the bands Hardline and Axel Rudi Pell, as well as for his work on various video game soundtracks.
  • C. Ray Ferraro
    Ray Ferraro is a former Canadian professional ice hockey player and prominent NHL broadcaster known for his long playing career and work as a television analyst.
  • D. John DiGiovanni
    John DiGiovanni was one of the six people killed in the 1993 terrorist bombing of the World Trade Center in New York City.
  • E. Anthony Ciccone
    Anthony Ciccone was best known as the older brother of pop icon Madonna, whose struggles with homelessness and addiction drew media attention later in his life.
  • 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: John Stagliano
Triple: [Evil Angel, foundedBy, John Stagliano]
Generated description
John Stagliano is an American adult film director, producer, and entrepreneur best known for pioneering gonzo pornography and building the influential studio Evil Angel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Stagliano
Target entity description: John Stagliano is an American adult film director, producer, and entrepreneur best known for pioneering gonzo pornography and building the influential studio Evil Angel.
  • A. Frank Tagliano
    Frank Tagliano is the fictional New York mobster-turned-relocated witness protection figure portrayed by Steven Van Zandt in the Norwegian-American TV series "Lilyhammer."
  • B. Johnny Gioeli
    Johnny Gioeli is an American rock singer best known as the lead vocalist of the bands Hardline and Axel Rudi Pell, as well as for his work on various video game soundtracks.
  • C. Ray Ferraro
    Ray Ferraro is a former Canadian professional ice hockey player and prominent NHL broadcaster known for his long playing career and work as a television analyst.
  • D. John DiGiovanni
    John DiGiovanni was one of the six people killed in the 1993 terrorist bombing of the World Trade Center in New York City.
  • E. Anthony Ciccone
    Anthony Ciccone was best known as the older brother of pop icon Madonna, whose struggles with homelessness and addiction drew media attention later in his life.
  • 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_69e0b4cac7a48190a715cb3d545df2b4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c28b4ce88190a45f1c99b58d18eb completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef9bcc6c8190a594a7c083cca572 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f36a492481908518eba744452df0 completed May 16, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a08f43e36588190a556a19b9dbb738b completed May 16, 2026, 10:48 p.m.
Created at: April 16, 2026, 12:38 p.m.