Triple

T4100319
Position Surface form Disambiguated ID Type / Status
Subject Joseph Estrada E87923 entity
Predicate spouse P13 FINISHED
Object Loi Ejercito
Loi Ejercito is a Filipino physician and former First Lady of the Philippines, known for her marriage to former President Joseph Estrada and her later service as a senator.
E412844 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: Loi Ejercito | Statement: [Joseph Estrada, spouse, Loi Ejercito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loi Ejercito
Context triple: [Joseph Estrada, spouse, Loi Ejercito]
  • A. Ley Iglesias
    Ley Iglesias was a controversial 19th-century Mexican law that regulated ecclesiastical fees and limited the Catholic Church’s economic power during the Reform era.
  • B. Ang Bayan
    Ang Bayan is the official news organ and propaganda publication of the Communist Party of the Philippines, featuring ideological articles, movement updates, and revolutionary commentary.
  • C. Adamson Act
    The Adamson Act was a landmark 1916 U.S. federal law that established the eight-hour workday for interstate railroad workers, marking a major victory for labor rights during the Progressive Era.
  • D. Ley Juárez
    Ley Juárez was a pivotal mid-19th-century Mexican law that curtailed special legal privileges for the military and clergy, helping to lay the groundwork for liberal reforms during the Reform War.
  • E. Marcha Nacional Filipina
    Marcha Nacional Filipina is the original Spanish-language march that later became the melody of the Philippine national anthem, "Lupang Hinirang."
  • 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: Loi Ejercito
Triple: [Joseph Estrada, spouse, Loi Ejercito]
Generated description
Loi Ejercito is a Filipino physician and former First Lady of the Philippines, known for her marriage to former President Joseph Estrada and her later service as a senator.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loi Ejercito
Target entity description: Loi Ejercito is a Filipino physician and former First Lady of the Philippines, known for her marriage to former President Joseph Estrada and her later service as a senator.
  • A. Ley Iglesias
    Ley Iglesias was a controversial 19th-century Mexican law that regulated ecclesiastical fees and limited the Catholic Church’s economic power during the Reform era.
  • B. Ang Bayan
    Ang Bayan is the official news organ and propaganda publication of the Communist Party of the Philippines, featuring ideological articles, movement updates, and revolutionary commentary.
  • C. Adamson Act
    The Adamson Act was a landmark 1916 U.S. federal law that established the eight-hour workday for interstate railroad workers, marking a major victory for labor rights during the Progressive Era.
  • D. Ley Juárez
    Ley Juárez was a pivotal mid-19th-century Mexican law that curtailed special legal privileges for the military and clergy, helping to lay the groundwork for liberal reforms during the Reform War.
  • E. Marcha Nacional Filipina
    Marcha Nacional Filipina is the original Spanish-language march that later became the melody of the Philippine national anthem, "Lupang Hinirang."
  • 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_69aed94564cc8190a9c1457daedb6e7f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefd0d9c508190b8aedf83f3310513 completed March 9, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b7585bc81909dc2c02e60a55def completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c3a4b708190a55027fd3b2b76e0 completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc5c704819083dac59bf7b3cb83 completed March 14, 2026, 2:12 p.m.
Created at: March 9, 2026, 3:40 p.m.