Triple

T10365072
Position Surface form Disambiguated ID Type / Status
Subject Live PD E244230 entity
Predicate executiveProducer P7225 FINISHED
Object John Zito
John Zito is a television producer best known for serving as an executive producer on the reality law-enforcement series "Live PD."
 E857354 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 Zito | Statement: [Live PD, executiveProducer, John Zito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Zito
Context triple: [Live PD, executiveProducer, John Zito]
  • A. Joe Suter
    Joe Suter is an individual notable enough to be recognized as a bearer of the surname Suter, though specific widely known achievements or roles are not clearly documented.
  • B. Guy Kibbee
    Guy Kibbee was an American character actor best known for his affable, often comical supporting roles in 1930s and 1940s Hollywood films.
  • C. Rich Garcia
    Rich Garcia is a former Major League Baseball umpire best known for working numerous postseason games, including serving as a crew chief in the 1990s.
  • D. John Zaccaro
    John Zaccaro is an American real estate developer best known as the husband of the late U.S. Congresswoman and 1984 vice-presidential nominee Geraldine Ferraro.
  • E. Ray Zancanelli
    Ray Zancanelli is a former U.S. Marshal and one of the central fugitive-hunting protagonists in the television series "Breakout Kings."
  • 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 Zito
Triple: [Live PD, executiveProducer, John Zito]
Generated description
John Zito is a television producer best known for serving as an executive producer on the reality law-enforcement series "Live PD."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Zito
Target entity description: John Zito is a television producer best known for serving as an executive producer on the reality law-enforcement series "Live PD."
  • A. Joe Suter
    Joe Suter is an individual notable enough to be recognized as a bearer of the surname Suter, though specific widely known achievements or roles are not clearly documented.
  • B. Guy Kibbee
    Guy Kibbee was an American character actor best known for his affable, often comical supporting roles in 1930s and 1940s Hollywood films.
  • C. Rich Garcia
    Rich Garcia is a former Major League Baseball umpire best known for working numerous postseason games, including serving as a crew chief in the 1990s.
  • D. John Zaccaro
    John Zaccaro is an American real estate developer best known as the husband of the late U.S. Congresswoman and 1984 vice-presidential nominee Geraldine Ferraro.
  • E. Ray Zancanelli
    Ray Zancanelli is a former U.S. Marshal and one of the central fugitive-hunting protagonists in the television series "Breakout Kings."
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e964a53c8190b748e80850e96656 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750c8c7588190a31bac5b774155fe completed April 9, 2026, 7:10 a.m.
NEDg Description generation batch_69d751ab890c8190b1549619049dab91 completed April 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69d7619e97588190a1443f9438c6efc0 completed April 9, 2026, 8:21 a.m.
Created at: April 6, 2026, noon