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.