Triple

T3783853
Position Surface form Disambiguated ID Type / Status
Subject Bates Motel E85479 entity
Predicate creator P184 FINISHED
Object Anthony Cipriano
Anthony Cipriano is a television writer and producer best known for developing and creating the contemporary Psycho prequel series "Bates Motel."
 E388188 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 Cipriano | Statement: [Bates Motel, creator, Anthony Cipriano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anthony Cipriano
Context triple: [Bates Motel, creator, Anthony Cipriano]
  • A. Pete Velasco
    Pete Velasco was a Filipino American labor organizer and key United Farm Workers figure who helped lead the historic Delano grape strike in the 1960s.
  • B. Sal Velez Jr.
    Sal Velez Jr. is an American actor known for his character roles in television series and films, including the zombie apocalypse drama "Black Summer."
  • C. Ronald Mariano
    Ronald Mariano is an American politician serving as Speaker of the Massachusetts House of Representatives.
  • D. Rey Robles
    Rey Robles is a character in Don DeLillo’s novel *The Body Artist*, involved in the story’s exploration of identity, memory, and the uncanny.
  • E. Louie Pérez
    Louie Pérez is an American musician and songwriter best known as a founding member, drummer, and primary lyricist for the rock band Los Lobos.
  • 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 Cipriano
Triple: [Bates Motel, creator, Anthony Cipriano]
Generated description
Anthony Cipriano is a television writer and producer best known for developing and creating the contemporary Psycho prequel series "Bates Motel."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anthony Cipriano
Target entity description: Anthony Cipriano is a television writer and producer best known for developing and creating the contemporary Psycho prequel series "Bates Motel."
  • A. Pete Velasco
    Pete Velasco was a Filipino American labor organizer and key United Farm Workers figure who helped lead the historic Delano grape strike in the 1960s.
  • B. Sal Velez Jr.
    Sal Velez Jr. is an American actor known for his character roles in television series and films, including the zombie apocalypse drama "Black Summer."
  • C. Ronald Mariano
    Ronald Mariano is an American politician serving as Speaker of the Massachusetts House of Representatives.
  • D. Rey Robles
    Rey Robles is a character in Don DeLillo’s novel *The Body Artist*, involved in the story’s exploration of identity, memory, and the uncanny.
  • E. Louie Pérez
    Louie Pérez is an American musician and songwriter best known as a founding member, drummer, and primary lyricist for the rock band Los Lobos.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee3dc6590819098dda08206206612 completed March 9, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04747448190be484cda5b2a7a8c completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f1730bbc8190a2f5f70ebc5a528a completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f2538eac81908a6c85ddab4e2356 completed March 14, 2026, 5:29 a.m.
Created at: March 9, 2026, 3:13 p.m.