Triple

T9983828
Position Surface form Disambiguated ID Type / Status
Subject Miami Vice E196516 entity
Predicate character P662 FINISHED
Object Ricardo "Rico" Tubbs
Ricardo "Rico" Tubbs is a stylish, street-smart undercover detective and one of the two main protagonists in the 1980s crime drama series Miami Vice.
E834251 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: Ricardo "Rico" Tubbs | Statement: [Miami Vice, character, Ricardo "Rico" Tubbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ricardo "Rico" Tubbs
Context triple: [Miami Vice, character, Ricardo "Rico" Tubbs]
  • A. Rico Santo
    Rico Santo is an individual notable enough to be recognized as a prominent bearer of the surname Santo.
  • B. Antonio Marquis Reid
    Antonio Marquis Reid, better known as L.A. Reid, is an American record executive, producer, and songwriter who has played a major role in shaping contemporary R&B and pop music.
  • C. Armando Anthony Corea
    Armando Anthony Corea, better known as Chick Corea, was an influential American jazz pianist, composer, and bandleader who helped pioneer jazz fusion.
  • D. Armando Christian Pérez
    Armando Christian Pérez is a Cuban-American rapper, singer, and songwriter best known by his stage name Pitbull, recognized for his global pop and dance hits.
  • E. Tico Torres
    Tico Torres is an American drummer best known as the longtime percussionist for the rock band Bon Jovi.
  • 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: Ricardo "Rico" Tubbs
Triple: [Miami Vice, character, Ricardo "Rico" Tubbs]
Generated description
Ricardo "Rico" Tubbs is a stylish, street-smart undercover detective and one of the two main protagonists in the 1980s crime drama series Miami Vice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ricardo "Rico" Tubbs
Target entity description: Ricardo "Rico" Tubbs is a stylish, street-smart undercover detective and one of the two main protagonists in the 1980s crime drama series Miami Vice.
  • A. Rico Santo
    Rico Santo is an individual notable enough to be recognized as a prominent bearer of the surname Santo.
  • B. Antonio Marquis Reid
    Antonio Marquis Reid, better known as L.A. Reid, is an American record executive, producer, and songwriter who has played a major role in shaping contemporary R&B and pop music.
  • C. Armando Anthony Corea
    Armando Anthony Corea, better known as Chick Corea, was an influential American jazz pianist, composer, and bandleader who helped pioneer jazz fusion.
  • D. Armando Christian Pérez
    Armando Christian Pérez is a Cuban-American rapper, singer, and songwriter best known by his stage name Pitbull, recognized for his global pop and dance hits.
  • E. Tico Torres
    Tico Torres is an American drummer best known as the longtime percussionist for the rock band Bon Jovi.
  • 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.