Triple

T5018632
Position Surface form Disambiguated ID Type / Status
Subject Litchfield Penitentiary E112794 entity
Predicate hasFictionalStaffMember P61558 FINISHED
Object Desi Piscatella
Desi Piscatella is a brutal and imposing corrections officer on the Netflix series "Orange Is the New Black," known for his abusive and authoritarian treatment of inmates.
E486657 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: Desi Piscatella | Statement: [Litchfield Penitentiary, hasFictionalStaffMember, Desi Piscatella]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desi Piscatella
Context triple: [Litchfield Penitentiary, hasFictionalStaffMember, Desi Piscatella]
  • A. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • B. David Della Rocco
    David Della Rocco is an American actor best known for his cult-favorite role as the eccentric sidekick in the film "The Boondock Saints."
  • C. Mel Dinelli
    Mel Dinelli was an American playwright and screenwriter best known for his work in film noir and suspense films during the mid-20th century.
  • D. Daniel Palladino
    Daniel Palladino is an American television writer, producer, and director best known for his work on series like "The Marvelous Mrs. Maisel" and "Gilmore Girls."
  • E. Andrea Vaccaro
    Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
  • 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: Desi Piscatella
Triple: [Litchfield Penitentiary, hasFictionalStaffMember, Desi Piscatella]
Generated description
Desi Piscatella is a brutal and imposing corrections officer on the Netflix series "Orange Is the New Black," known for his abusive and authoritarian treatment of inmates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desi Piscatella
Target entity description: Desi Piscatella is a brutal and imposing corrections officer on the Netflix series "Orange Is the New Black," known for his abusive and authoritarian treatment of inmates.
  • A. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • B. David Della Rocco
    David Della Rocco is an American actor best known for his cult-favorite role as the eccentric sidekick in the film "The Boondock Saints."
  • C. Mel Dinelli
    Mel Dinelli was an American playwright and screenwriter best known for his work in film noir and suspense films during the mid-20th century.
  • D. Daniel Palladino
    Daniel Palladino is an American television writer, producer, and director best known for his work on series like "The Marvelous Mrs. Maisel" and "Gilmore Girls."
  • E. Andrea Vaccaro
    Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77c9fc7c8190b165a5cfd5889ba8 completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.