Triple

T13779706
Position Surface form Disambiguated ID Type / Status
Subject Sharknado E331101 entity
Predicate director P255 FINISHED
Object Anthony C. Ferrante
Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film series.
E1123269 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: Anthony C. Ferrante | Statement: [Sharknado, director, Anthony C. Ferrante]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony C. Ferrante
Context triple: [Sharknado, director, Anthony C. Ferrante]
  • A. Charles J. Guarnieri
    Charles J. Guarnieri is a Pennsylvania police chief whose employment dispute with the Borough of Duryea led to the U.S. Supreme Court case Borough of Duryea v. Guarnieri, addressing public employees’ First Amendment petition rights.
  • B. John D. Brancato
    John D. Brancato is an American screenwriter best known for co-writing major Hollywood films such as "The Game" and "Terminator 3: Rise of the Machines."
  • C. John R. Leonetti
    John R. Leonetti is an American cinematographer and film director best known for his work on major horror films, including serving as director of photography on "The Conjuring."
  • D. Victor A. Tallarico
    Victor A. Tallarico is better known as Steven Tyler, the lead singer of the rock band Aerosmith and father of Taj Monroe Tallarico.
  • E. Anthony T. Rossi
    Anthony T. Rossi was an Italian-American entrepreneur best known as the founder of Tropicana, a major juice and beverage company.
  • 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: Anthony C. Ferrante
Triple: [Sharknado, director, Anthony C. Ferrante]
Generated description
Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony C. Ferrante
Target entity description: Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film series.
  • A. Charles J. Guarnieri
    Charles J. Guarnieri is a Pennsylvania police chief whose employment dispute with the Borough of Duryea led to the U.S. Supreme Court case Borough of Duryea v. Guarnieri, addressing public employees’ First Amendment petition rights.
  • B. John D. Brancato
    John D. Brancato is an American screenwriter best known for co-writing major Hollywood films such as "The Game" and "Terminator 3: Rise of the Machines."
  • C. John R. Leonetti
    John R. Leonetti is an American cinematographer and film director best known for his work on major horror films, including serving as director of photography on "The Conjuring."
  • D. Victor A. Tallarico
    Victor A. Tallarico is better known as Steven Tyler, the lead singer of the rock band Aerosmith and father of Taj Monroe Tallarico.
  • E. Anthony T. Rossi
    Anthony T. Rossi was an Italian-American entrepreneur best known as the founder of Tropicana, a major juice and beverage company.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02460a688190a27874f8d35819c7 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe64e47f1c8190a4ad09bc96d35b69 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe664fe96081908ca0923791bd212b completed May 8, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69fe66be64808190bab35f07d556d446 completed May 8, 2026, 10:42 p.m.
Created at: April 9, 2026, 10:11 p.m.