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

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: Luisa Pimentel-Ejercito | Statement: [Loi Ejercito, alsoKnownAs, Luisa Pimentel-Ejercito]
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.
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: 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.
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

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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d47fec248190bf261cac920291b1 completed April 18, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a017934b4e08190b54865802ead49fb completed May 11, 2026, 6:37 a.m.
NEDg Description generation batch_6a017b188d388190bac7d745054a1c69 completed May 11, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_6a017b96c4f08190884d2a2baa34dbd8 completed May 11, 2026, 6:47 a.m.
Created at: April 10, 2026, 5:33 a.m.