Triple

T14637722
Position Surface form Disambiguated ID Type / Status
Subject At Any Price E343648 entity
Predicate producer P490 FINISHED
Object Justin Nappi
Justin Nappi is a film producer known for his work on independent and drama films, including the feature "At Any Price."
E1138219 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: Justin Nappi | Statement: [At Any Price, producer, Justin Nappi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justin Nappi
Context triple: [At Any Price, producer, Justin Nappi]
  • A. Jason DeMarco
    Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
  • B. Matt Di Angelo
    Matt Di Angelo is a British actor and singer best known for his roles in television dramas such as "EastEnders" and "Hustle."
  • C. Jordan Catalano
    Jordan Catalano is the enigmatic, brooding high school heartthrob from the 1990s TV series "My So-Called Life," known for his cool demeanor and complicated relationship with Angela Chase.
  • D. Jake Canuso
    Jake Canuso is a Swiss-born British actor and dancer best known for his long-running role as barman Mateo Castellanos in the ITV sitcom "Benidorm."
  • E. Jared Borgetti
    Jared Borgetti is a retired Mexican footballer and prolific striker best known as one of Mexico’s all-time leading goal scorers and a standout for the national team in the early 2000s.
  • 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: Justin Nappi
Triple: [At Any Price, producer, Justin Nappi]
Generated description
Justin Nappi is a film producer known for his work on independent and drama films, including the feature "At Any Price."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justin Nappi
Target entity description: Justin Nappi is a film producer known for his work on independent and drama films, including the feature "At Any Price."
  • A. Jason DeMarco
    Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
  • B. Matt Di Angelo
    Matt Di Angelo is a British actor and singer best known for his roles in television dramas such as "EastEnders" and "Hustle."
  • C. Jordan Catalano
    Jordan Catalano is the enigmatic, brooding high school heartthrob from the 1990s TV series "My So-Called Life," known for his cool demeanor and complicated relationship with Angela Chase.
  • D. Jake Canuso
    Jake Canuso is a Swiss-born British actor and dancer best known for his long-running role as barman Mateo Castellanos in the ITV sitcom "Benidorm."
  • E. Jared Borgetti
    Jared Borgetti is a retired Mexican footballer and prolific striker best known as one of Mexico’s all-time leading goal scorers and a standout for the national team in the early 2000s.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4aca6448190adf1042dfbfef716 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7cfd9d08190b5b95f6dc0a08537 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb99b6a108190ba389703bc123e17 completed May 9, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69feba50cd3c81909c4c14c6a7510dd4 completed May 9, 2026, 4:38 a.m.
Created at: April 10, 2026, 1:26 a.m.