Triple

T5075264
Position Surface form Disambiguated ID Type / Status
Subject Isabel E114378 entity
Predicate hasNotableBearer P458 FINISHED
Object Isabel Guzmán
Isabel Guzmán is an American government official who serves as the Administrator of the U.S. Small Business Administration, overseeing federal support for small businesses and entrepreneurs.
 E504649 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: Isabel Guzmán | Statement: [Isabel, hasNotableBearer, Isabel Guzmán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isabel Guzmán
Context triple: [Isabel, hasNotableBearer, Isabel Guzmán]
  • A. Catalina Cortés
    Catalina Cortés was a daughter of the Spanish conquistador Hernán Cortés, associated with the lineage of one of the most influential figures in the conquest of the Aztec Empire.
  • B. Dulce María Loynaz
    Dulce María Loynaz was a renowned Cuban poet and writer, celebrated as one of the most important voices in 20th-century Cuban and Latin American literature.
  • C. Mayte Garcia
    Mayte Garcia is an American dancer, choreographer, and actress best known for her work with and marriage to the musician Prince.
  • D. Ana Navarro
    Ana Navarro is a Nicaraguan-American Republican strategist, political commentator, and television personality known for her outspoken views on U.S. politics.
  • E. Ana Ofelia Murguía
    Ana Ofelia Murguía was a renowned Mexican actress celebrated for her extensive work in film, theater, and television.
  • 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: Isabel Guzmán
Triple: [Isabel, hasNotableBearer, Isabel Guzmán]
Generated description
Isabel Guzmán is an American government official who serves as the Administrator of the U.S. Small Business Administration, overseeing federal support for small businesses and entrepreneurs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isabel Guzmán
Target entity description: Isabel Guzmán is an American government official who serves as the Administrator of the U.S. Small Business Administration, overseeing federal support for small businesses and entrepreneurs.
  • A. Catalina Cortés
    Catalina Cortés was a daughter of the Spanish conquistador Hernán Cortés, associated with the lineage of one of the most influential figures in the conquest of the Aztec Empire.
  • B. Dulce María Loynaz
    Dulce María Loynaz was a renowned Cuban poet and writer, celebrated as one of the most important voices in 20th-century Cuban and Latin American literature.
  • C. Mayte Garcia
    Mayte Garcia is an American dancer, choreographer, and actress best known for her work with and marriage to the musician Prince.
  • D. Ana Navarro
    Ana Navarro is a Nicaraguan-American Republican strategist, political commentator, and television personality known for her outspoken views on U.S. politics.
  • E. Ana Ofelia Murguía
    Ana Ofelia Murguía was a renowned Mexican actress celebrated for her extensive work in film, theater, and television.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74d2243481908c1ae62f7123c4e9 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef7eae20c81908e5854f5d66a69b2 completed March 21, 2026, 7:56 p.m.
NEDg Description generation batch_69bef909df208190b96b2a7a4a404f69 completed March 21, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69bef96ed108819084cc9e44ae415a6d completed March 21, 2026, 8:02 p.m.
Created at: March 20, 2026, 1:39 p.m.