Triple

T8514773
Position Surface form Disambiguated ID Type / Status
Subject CSI: Vegas E201544 entity
Predicate mainCharacter P1183 FINISHED
Object Hugo Ramirez
Hugo Ramirez is a central forensic investigator character in the television crime drama series CSI: Vegas.
 E807459 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: Hugo Ramirez | Statement: [CSI: Vegas, mainCharacter, Hugo Ramirez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hugo Ramirez
Context triple: [CSI: Vegas, mainCharacter, Hugo Ramirez]
  • A. Hector Ruiz
    Hector Ruiz is a Mexican-American engineer and business executive best known for serving as CEO and chairman of semiconductor company AMD, where he led major strategic initiatives including the acquisition of ATI.
  • B. Héctor Vivanco
    Héctor Vivanco is a notable individual recognized for achievements significant enough to be associated with the surname Vivanco.
  • C. Hector Duran
    Hector Duran is an American actor best known for his role as one of the young runners in the inspirational sports drama film "McFarland, USA."
  • D. Jorge Huerta
    Jorge Huerta is a prominent Chicano theater scholar, director, and educator known for his pioneering work in documenting and advancing Latino/a performance in the United States.
  • E. Hector Barros
    Hector Barros is an American hip hop artist best known as a member of Marky Mark and the Funky Bunch, the early 1990s rap group fronted by Mark Wahlberg.
  • 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: Hugo Ramirez
Triple: [CSI: Vegas, mainCharacter, Hugo Ramirez]
Generated description
Hugo Ramirez is a central forensic investigator character in the television crime drama series CSI: Vegas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hugo Ramirez
Target entity description: Hugo Ramirez is a central forensic investigator character in the television crime drama series CSI: Vegas.
  • A. Hector Ruiz
    Hector Ruiz is a Mexican-American engineer and business executive best known for serving as CEO and chairman of semiconductor company AMD, where he led major strategic initiatives including the acquisition of ATI.
  • B. Héctor Vivanco
    Héctor Vivanco is a notable individual recognized for achievements significant enough to be associated with the surname Vivanco.
  • C. Hector Duran
    Hector Duran is an American actor best known for his role as one of the young runners in the inspirational sports drama film "McFarland, USA."
  • D. Jorge Huerta
    Jorge Huerta is a prominent Chicano theater scholar, director, and educator known for his pioneering work in documenting and advancing Latino/a performance in the United States.
  • E. Hector Barros
    Hector Barros is an American hip hop artist best known as a member of Marky Mark and the Funky Bunch, the early 1990s rap group fronted by Mark Wahlberg.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60e12848190a4a3dfa457aef275 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1524be8c08190b4d979a677dc5958 completed April 4, 2026, 6:02 p.m.
NEDg Description generation batch_69d153aca5108190bcc9c830f48f595a completed April 4, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69d1577105988190a6e6aebc16e9421d completed April 4, 2026, 6:24 p.m.
Created at: March 30, 2026, 6:15 p.m.