Triple

T9430196
Position Surface form Disambiguated ID Type / Status
Subject Steven Bochco E227354 entity
Predicate familyName P18 FINISHED
Object Bochco
Bochco is the surname of Steven Bochco, the influential American television producer and writer known for creating groundbreaking series such as "Hill Street Blues" and "NYPD Blue."
 E799660 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: Bochco | Statement: [Steven Bochco, familyName, Bochco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bochco
Context triple: [Steven Bochco, familyName, Bochco]
  • A. LAPD Sergeant Joe Friday
    LAPD Sergeant Joe Friday is the no-nonsense, methodical detective protagonist of the classic police procedural series "Dragnet," known for his deadpan delivery and focus on factual investigation.
  • B. Eddie Mannix
    Eddie Mannix is a fictional Hollywood studio fixer in the Coen brothers’ film "Hail, Caesar!", responsible for managing scandals and crises behind the scenes during the Golden Age of cinema.
  • C. Ed McBain
    Ed McBain was the pen name of American author Evan Hunter, best known for his influential 87th Precinct police procedural novels and his significant impact on modern crime fiction.
  • D. Don Flack
    Don Flack is a tough, street-smart NYPD homicide detective featured as a central character in the television series CSI: NY.
  • E. James "Sonny" Crockett
    James "Sonny" Crockett is the stylish undercover Miami detective and central protagonist of the 1980s television series "Miami Vice."
  • 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: Bochco
Triple: [Steven Bochco, familyName, Bochco]
Generated description
Bochco is the surname of Steven Bochco, the influential American television producer and writer known for creating groundbreaking series such as "Hill Street Blues" and "NYPD Blue."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bochco
Target entity description: Bochco is the surname of Steven Bochco, the influential American television producer and writer known for creating groundbreaking series such as "Hill Street Blues" and "NYPD Blue."
  • A. LAPD Sergeant Joe Friday
    LAPD Sergeant Joe Friday is the no-nonsense, methodical detective protagonist of the classic police procedural series "Dragnet," known for his deadpan delivery and focus on factual investigation.
  • B. Eddie Mannix
    Eddie Mannix is a fictional Hollywood studio fixer in the Coen brothers’ film "Hail, Caesar!", responsible for managing scandals and crises behind the scenes during the Golden Age of cinema.
  • C. Ed McBain
    Ed McBain was the pen name of American author Evan Hunter, best known for his influential 87th Precinct police procedural novels and his significant impact on modern crime fiction.
  • D. Don Flack
    Don Flack is a tough, street-smart NYPD homicide detective featured as a central character in the television series CSI: NY.
  • E. James "Sonny" Crockett
    James "Sonny" Crockett is the stylish undercover Miami detective and central protagonist of the 1980s television series "Miami Vice."
  • 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_69ca8436ba308190903e470776d2d893 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7c94719c81909d7743a57c45e07f completed April 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d11038f7b88190bd6b895f5544c63e completed April 4, 2026, 1:20 p.m.
NEDg Description generation batch_69d111a770c881909a2902d36cd7913c completed April 4, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69d112634fb48190b4c7e9d997d27928 completed April 4, 2026, 1:30 p.m.
Created at: March 30, 2026, 7:49 p.m.