Triple

T20112752
Position Surface form Disambiguated ID Type / Status
Subject Rosie Rivera E490373 entity
Predicate relative P37 FINISHED
Object Johnny Lopez
Johnny Lopez is a television personality known for appearing with his family on reality shows centered around the Rivera family, relatives of the late singer Jenni Rivera.
E1411837 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: Johnny Lopez | Statement: [Rosie Rivera, relative, Johnny Lopez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnny Lopez
Context triple: [Rosie Rivera, relative, Johnny Lopez]
  • A. Tony Lo Bianco
    Tony Lo Bianco is an American actor known for his intense character roles in film, television, and theater, including notable performances in crime dramas of the 1970s.
  • B. Johnny Rico
    Johnny Rico is the fictional protagonist and Mobile Infantry soldier in Robert A. Heinlein’s "Starship Troopers," best known from the 1997 film adaptation.
  • C. Joe Esposito
    Joe Esposito is an American singer-songwriter best known for his powerful 1980s pop and rock ballads featured in popular film soundtracks.
  • D. Johnny Lee Bench
    Johnny Lee Bench is a Hall of Fame American baseball catcher best known for his stellar career with the Cincinnati Reds and his role in the "Big Red Machine" of the 1970s.
  • E. Gilbert Ronstadt
    Gilbert Ronstadt was a member of the Ronstadt family of Tucson, Arizona, known as part of the prominent musical and civic Ronstadt lineage.
  • 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: Johnny Lopez
Triple: [Rosie Rivera, relative, Johnny Lopez]
Generated description
Johnny Lopez is a television personality known for appearing with his family on reality shows centered around the Rivera family, relatives of the late singer Jenni Rivera.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnny Lopez
Target entity description: Johnny Lopez is a television personality known for appearing with his family on reality shows centered around the Rivera family, relatives of the late singer Jenni Rivera.
  • A. Tony Lo Bianco
    Tony Lo Bianco is an American actor known for his intense character roles in film, television, and theater, including notable performances in crime dramas of the 1970s.
  • B. Johnny Rico
    Johnny Rico is the fictional protagonist and Mobile Infantry soldier in Robert A. Heinlein’s "Starship Troopers," best known from the 1997 film adaptation.
  • C. Joe Esposito
    Joe Esposito is an American singer-songwriter best known for his powerful 1980s pop and rock ballads featured in popular film soundtracks.
  • D. Johnny Lee Bench
    Johnny Lee Bench is a Hall of Fame American baseball catcher best known for his stellar career with the Cincinnati Reds and his role in the "Big Red Machine" of the 1970s.
  • E. Gilbert Ronstadt
    Gilbert Ronstadt was a member of the Ronstadt family of Tucson, Arizona, known as part of the prominent musical and civic Ronstadt lineage.
  • 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_69da62636cc08190982cc71733a17b8d completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e666e21f908190b46c747662ff378a completed April 20, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082719f56481908143daf05e9b5362 completed May 16, 2026, 8:13 a.m.
NEDg Description generation batch_6a0829ea1a648190b9574c4398185329 completed May 16, 2026, 8:25 a.m.
NED2 Entity disambiguation (via description) batch_6a082a5093988190894006cac95b2ff8 completed May 16, 2026, 8:26 a.m.
Created at: April 11, 2026, 11:29 p.m.