Triple

T17016930
Position Surface form Disambiguated ID Type / Status
Subject Loi Ejercito E412844 entity
Predicate alsoKnownAs P39 FINISHED
Object Luisa Pimentel-Ejercito
Luisa Pimentel-Ejercito, popularly known as Loi Ejercito, is a Filipino physician and former First Lady of the Philippines who also served as a senator.
 E1260280 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-Ejercito | Statement: [Loi Ejercito, alsoKnownAs, Luisa Pimentel-Ejercito]

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-Ejercito
Context triple: [Loi Ejercito, alsoKnownAs, Luisa Pimentel-Ejercito]
  • A. Enriqueta Basilio
    Enriqueta Basilio was a Mexican track and field athlete renowned for being the first woman to light the Olympic cauldron, doing so at the 1968 Mexico City Games.
  • B. Paz Pardo de Tavera
    Paz Pardo de Tavera was a Filipina from the prominent Pardo de Tavera family who became known as the wife of renowned Filipino painter Juan Luna and a tragic figure in his tumultuous personal life.
  • C. Manuelita Rosas
    Manuelita Rosas was the politically influential daughter and informal first lady of Argentine caudillo Juan Manuel de Rosas, noted for her diplomatic and social role in 19th-century Argentina.
  • D. María Pimentel
    María Pimentel was a Spanish noblewoman best known as the mother of Gaspar de Guzmán, the powerful Count-Duke of Olivares and chief minister to King Philip IV of Spain.
  • E. Francisca Reyes-Aquino
    Francisca Reyes-Aquino was a pioneering Filipino folk dance researcher and educator who helped document and popularize traditional Philippine dances.
  • 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-Ejercito
Target entity description: Luisa Pimentel-Ejercito, popularly known as Loi Ejercito, is a Filipino physician and former First Lady of the Philippines who also served as a senator.
  • A. Enriqueta Basilio
    Enriqueta Basilio was a Mexican track and field athlete renowned for being the first woman to light the Olympic cauldron, doing so at the 1968 Mexico City Games.
  • B. Paz Pardo de Tavera
    Paz Pardo de Tavera was a Filipina from the prominent Pardo de Tavera family who became known as the wife of renowned Filipino painter Juan Luna and a tragic figure in his tumultuous personal life.
  • C. Manuelita Rosas
    Manuelita Rosas was the politically influential daughter and informal first lady of Argentine caudillo Juan Manuel de Rosas, noted for her diplomatic and social role in 19th-century Argentina.
  • D. María Pimentel
    María Pimentel was a Spanish noblewoman best known as the mother of Gaspar de Guzmán, the powerful Count-Duke of Olivares and chief minister to King Philip IV of Spain.
  • E. Francisca Reyes-Aquino
    Francisca Reyes-Aquino was a pioneering Filipino folk dance researcher and educator who helped document and popularize traditional Philippine dances.
  • 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-Ejercito
Triple: [Loi Ejercito, alsoKnownAs, Luisa Pimentel-Ejercito]
Generated description
Luisa Pimentel-Ejercito, popularly known as Loi Ejercito, is a Filipino physician and former First Lady of the Philippines who also served as a senator.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d886cc4170819093deddc7b8b4b6a7 elicitation completed
NER batch_69e3d47fec248190bf261cac920291b1 ner completed
NED1 batch_6a017934b4e08190b54865802ead49fb ned_source_triple completed
NED2 batch_6a017b96c4f08190884d2a2baa34dbd8 ned_description completed
NEDg batch_6a017b188d388190bac7d745054a1c69 nedg completed
Created at: April 10, 2026, 5:33 a.m.