Triple

T11311705
Position Surface form Disambiguated ID Type / Status
Subject Edward Roybal E267852 entity
Predicate familyName P18 FINISHED
Object Roybal
Roybal is a Spanish-origin surname most notably associated with American politician Edward R. Roybal, a pioneering Latino member of the U.S. Congress from California.
 E917407 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: Roybal | Statement: [Edward Roybal, familyName, Roybal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roybal
Context triple: [Edward Roybal, familyName, Roybal]
  • A. Paulie Ayala
    Paulie Ayala is an American former professional boxer and two-time world bantamweight champion known for his high-volume, aggressive style and multiple Fight of the Year-caliber bouts.
  • B. Rico
    Rico is a character from the comedy film "Hot Rod," known as one of Rod Kimble’s eccentric stunt-team friends.
  • C. Rico
    Rico is the nickname of Rico Petrocelli, a former Major League Baseball shortstop and third baseman best known for his career with the Boston Red Sox in the 1960s and 1970s.
  • D. Rico
    Rico is the crazed, explosives-loving penguin from the animated franchise "Penguins of Madagascar," known for regurgitating tools and weapons on command.
  • E. Adrian Balboa
    Adrian Balboa is a central character in the Rocky film series, known as Rocky Balboa’s devoted wife and emotional anchor throughout his boxing career.
  • 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: Roybal
Triple: [Edward Roybal, familyName, Roybal]
Generated description
Roybal is a Spanish-origin surname most notably associated with American politician Edward R. Roybal, a pioneering Latino member of the U.S. Congress from California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roybal
Target entity description: Roybal is a Spanish-origin surname most notably associated with American politician Edward R. Roybal, a pioneering Latino member of the U.S. Congress from California.
  • A. Paulie Ayala
    Paulie Ayala is an American former professional boxer and two-time world bantamweight champion known for his high-volume, aggressive style and multiple Fight of the Year-caliber bouts.
  • B. Rico
    Rico is a character from the comedy film "Hot Rod," known as one of Rod Kimble’s eccentric stunt-team friends.
  • C. Rico
    Rico is the nickname of Rico Petrocelli, a former Major League Baseball shortstop and third baseman best known for his career with the Boston Red Sox in the 1960s and 1970s.
  • D. Rico
    Rico is the crazed, explosives-loving penguin from the animated franchise "Penguins of Madagascar," known for regurgitating tools and weapons on command.
  • E. Adrian Balboa
    Adrian Balboa is a central character in the Rocky film series, known as Rocky Balboa’s devoted wife and emotional anchor throughout his boxing career.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9c1b7dc81908d8cc768c47390d3 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a7fc06881909afe85a600d25ff2 completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510fc537c8190bbf11c8fd6e5764b completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516d0910481908fee176db0d9229b completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.