Triple

T5063719
Position Surface form Disambiguated ID Type / Status
Subject Rivera E114090 entity
Predicate hasNotableBearer P458 FINISHED
Object Marco Rubio Rivera (Marco Rubio’s birth surname context)
Marco Rubio Rivera is an American politician and U.S. Senator from Florida, known for his prominent role in Republican Party politics and his 2016 presidential campaign.
 E490376 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: Marco Rubio Rivera (Marco Rubio’s birth surname context) | Statement: [Rivera, hasNotableBearer, Marco Rubio Rivera (Marco Rubio’s birth surname context)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marco Rubio Rivera (Marco Rubio’s birth surname context)
Context triple: [Rivera, hasNotableBearer, Marco Rubio Rivera (Marco Rubio’s birth surname context)]
  • A. Rafael Díaz-Balart
    Rafael Díaz-Balart was a Cuban politician and lawyer known for his opposition to Fidel Castro and for being part of a prominent Cuban exile family.
  • B. Benjamín Rivera Noriega
    Benjamín Rivera Noriega was a notable Puerto Rican figure, likely a local leader or public servant, honored by having an airport in Puerto Rico named after him.
  • C. Jeb Bush Jr.
    Jeb Bush Jr. is an American businessman and political figure known for his involvement in Republican politics and as a member of the prominent Bush family.
  • D. Menéndez
    Menéndez is a Spanish-origin surname borne by numerous notable figures in politics, the military, arts, and public life across the Spanish-speaking world.
  • E. Mary Bono
    Mary Bono is an American politician and former U.S. Representative from California, known for succeeding her late husband Sonny Bono in Congress and for her work on intellectual property and technology-related legislation.
  • 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: Marco Rubio Rivera (Marco Rubio’s birth surname context)
Triple: [Rivera, hasNotableBearer, Marco Rubio Rivera (Marco Rubio’s birth surname context)]
Generated description
Marco Rubio Rivera is an American politician and U.S. Senator from Florida, known for his prominent role in Republican Party politics and his 2016 presidential campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marco Rubio Rivera (Marco Rubio’s birth surname context)
Target entity description: Marco Rubio Rivera is an American politician and U.S. Senator from Florida, known for his prominent role in Republican Party politics and his 2016 presidential campaign.
  • A. Rafael Díaz-Balart
    Rafael Díaz-Balart was a Cuban politician and lawyer known for his opposition to Fidel Castro and for being part of a prominent Cuban exile family.
  • B. Benjamín Rivera Noriega
    Benjamín Rivera Noriega was a notable Puerto Rican figure, likely a local leader or public servant, honored by having an airport in Puerto Rico named after him.
  • C. Jeb Bush Jr.
    Jeb Bush Jr. is an American businessman and political figure known for his involvement in Republican politics and as a member of the prominent Bush family.
  • D. Menéndez
    Menéndez is a Spanish-origin surname borne by numerous notable figures in politics, the military, arts, and public life across the Spanish-speaking world.
  • E. Mary Bono
    Mary Bono is an American politician and former U.S. Representative from California, known for succeeding her late husband Sonny Bono in Congress and for her work on intellectual property and technology-related legislation.
  • 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd747756bc8190863c426e6fd6e8f7 completed March 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea497fed0819098746fd8917f041c completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea5163c78819086d2424ee7b57890 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea577f4b0819084d579e4d4804947 completed March 21, 2026, 2:04 p.m.
Created at: March 20, 2026, 1:38 p.m.