Triple

T9983813
Position Surface form Disambiguated ID Type / Status
Subject Miami Vice E196516 entity
Predicate creator P184 FINISHED
Object Anthony Yerkovich
Anthony Yerkovich is an American television writer and producer best known for creating the influential 1980s crime drama series Miami Vice.
E834248 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 Yerkovich | Statement: [Miami Vice, creator, Anthony Yerkovich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Yerkovich
Context triple: [Miami Vice, creator, Anthony Yerkovich]
  • A. Ray Ploshansky
    Ray Ploshansky is a cynical, neurotic coffee shop manager and central supporting character on the television series "Girls," known for his complicated relationships and sharp, often abrasive wit.
  • B. Thomas Yatsko
    Thomas Yatsko is an American cinematographer and television director known for his work on various films and TV series, including the thriller "The Call" (2013).
  • C. Nick Wasicsko
    Nick Wasicsko was a young Yonkers, New York mayor known for his pivotal and contentious role in implementing federally mandated public housing desegregation in the late 1980s.
  • D. Leon Barmore
    Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
  • E. Ray Aibelli
    Ray Aibelli is a fictional character portrayed by actor Jeremy Davies, likely in a film or television production.
  • 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 Yerkovich
Triple: [Miami Vice, creator, Anthony Yerkovich]
Generated description
Anthony Yerkovich is an American television writer and producer best known for creating the influential 1980s crime drama series Miami Vice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Yerkovich
Target entity description: Anthony Yerkovich is an American television writer and producer best known for creating the influential 1980s crime drama series Miami Vice.
  • A. Ray Ploshansky
    Ray Ploshansky is a cynical, neurotic coffee shop manager and central supporting character on the television series "Girls," known for his complicated relationships and sharp, often abrasive wit.
  • B. Thomas Yatsko
    Thomas Yatsko is an American cinematographer and television director known for his work on various films and TV series, including the thriller "The Call" (2013).
  • C. Nick Wasicsko
    Nick Wasicsko was a young Yonkers, New York mayor known for his pivotal and contentious role in implementing federally mandated public housing desegregation in the late 1980s.
  • D. Leon Barmore
    Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
  • E. Ray Aibelli
    Ray Aibelli is a fictional character portrayed by actor Jeremy Davies, likely in a film or television production.
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8bdc0388190bbbd4bdc5ac3adec completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257f3c59481909b90896be0f3a870 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d25889b0f08190a28c5401417fe3cc completed April 5, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:49 p.m.