Triple

T17016927
Position Surface form Disambiguated ID Type / Status
Subject Loi Ejercito E412844 entity
Predicate birthName P65 FINISHED
Object Luisa Pimentel
Luisa Pimentel, better known as Loi Ejercito, is a Filipina physician and former First Lady of the Philippines as the wife of former President Joseph Estrada.
 E1248928 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Luisa Pimentel | Statement: [Loi Ejercito, birthName, Luisa Pimentel]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luisa Pimentel
Context triple: [Loi Ejercito, birthName, Luisa Pimentel]
  • A. María dos Prazeres
    María dos Prazeres is a short story by Gabriel García Márquez that follows an aging prostitute in Barcelona who meticulously prepares for her own death after dreaming of it.
  • B. Maria do Amparo
    Maria do Amparo is the mother of Portuguese actress and singer Lúcia Moniz.
  • C. Paula Mariana of Brazil
    Paula Mariana of Brazil was a Brazilian imperial princess, daughter of Emperor Dom Pedro I and a member of the early 19th-century Brazilian royal family.
  • D. Beatriz Pimentel
    Beatriz Pimentel was a Spanish noblewoman best known as the mother of Fernando Álvarez de Toledo, the powerful 3rd Duke of Alba and prominent military commander of the 16th century.
  • E. Luísa de Gusmão
    Luísa de Gusmão was a 17th-century Spanish-born queen consort and later regent of Portugal, noted for her political influence during the Portuguese Restoration War.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luisa Pimentel
Target entity description: Luisa Pimentel, better known as Loi Ejercito, is a Filipina physician and former First Lady of the Philippines as the wife of former President Joseph Estrada.
  • A. María dos Prazeres
    María dos Prazeres is a short story by Gabriel García Márquez that follows an aging prostitute in Barcelona who meticulously prepares for her own death after dreaming of it.
  • B. Maria do Amparo
    Maria do Amparo is the mother of Portuguese actress and singer Lúcia Moniz.
  • C. Paula Mariana of Brazil
    Paula Mariana of Brazil was a Brazilian imperial princess, daughter of Emperor Dom Pedro I and a member of the early 19th-century Brazilian royal family.
  • D. Beatriz Pimentel
    Beatriz Pimentel was a Spanish noblewoman best known as the mother of Fernando Álvarez de Toledo, the powerful 3rd Duke of Alba and prominent military commander of the 16th century.
  • E. Luísa de Gusmão
    Luísa de Gusmão was a 17th-century Spanish-born queen consort and later regent of Portugal, noted for her political influence during the Portuguese Restoration War.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Luisa Pimentel
Triple: [Loi Ejercito, birthName, Luisa Pimentel]
Generated description
Luisa Pimentel, better known as Loi Ejercito, is a Filipina physician and former First Lady of the Philippines as the wife of former President Joseph Estrada.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d886cc4170819093deddc7b8b4b6a7 elicitation completed
NER batch_69e3d47fec248190bf261cac920291b1 ner completed
NED1 batch_6a012ed0b78481909a11c1529db6c1cd ned_source_triple completed
NED2 batch_6a01301a4fbc8190bbd5b5b9bad814d3 ned_description completed
NEDg batch_6a012f9339d88190a8976240f5b2a8d8 nedg completed
Created at: April 10, 2026, 5:33 a.m.