Triple
T17016931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loi Ejercito |
E412844
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Loi Estrada
Loi Estrada is the popular name of Luisa "Loi" Ejercito, a Filipino psychiatrist and former First Lady of the Philippines who also served as a senator.
|
E1246761
|
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 Estrada | Statement: [Loi Ejercito, alsoKnownAs, Loi Estrada]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loi Estrada Context triple: [Loi Ejercito, alsoKnownAs, Loi Estrada]
-
A.
Balbina Gutierrez
Balbina Gutierrez is known primarily as the wife of American actor William Russell.
-
B.
Maria Cerezo
Maria Cerezo was the wife of Italian explorer and cartographer Amerigo Vespucci, after whom the Americas are named.
-
C.
Rosita Espinosa
Rosita Espinosa is a resilient and skilled survivor in The Walking Dead universe, known for her combat abilities and role within Rick Grimes' group.
-
D.
Ana Lucia Cortez
Ana Lucia Cortez is a tough, emotionally scarred former LAPD police officer who becomes a conflicted and polarizing survivor on the TV series "Lost."
-
E.
Josefina López
Josefina López is a Mexican-American playwright, screenwriter, and author best known for her work exploring Latina identity, immigration, and body image.
- 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 Estrada Triple: [Loi Ejercito, alsoKnownAs, Loi Estrada]
Generated description
Loi Estrada is the popular name of Luisa "Loi" Ejercito, a Filipino psychiatrist 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: Loi Estrada Target entity description: Loi Estrada is the popular name of Luisa "Loi" Ejercito, a Filipino psychiatrist and former First Lady of the Philippines who also served as a senator.
-
A.
Balbina Gutierrez
Balbina Gutierrez is known primarily as the wife of American actor William Russell.
-
B.
Maria Cerezo
Maria Cerezo was the wife of Italian explorer and cartographer Amerigo Vespucci, after whom the Americas are named.
-
C.
Rosita Espinosa
Rosita Espinosa is a resilient and skilled survivor in The Walking Dead universe, known for her combat abilities and role within Rick Grimes' group.
-
D.
Ana Lucia Cortez
Ana Lucia Cortez is a tough, emotionally scarred former LAPD police officer who becomes a conflicted and polarizing survivor on the TV series "Lost."
-
E.
Josefina López
Josefina López is a Mexican-American playwright, screenwriter, and author best known for her work exploring Latina identity, immigration, and body image.
- 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_6a011b4ba2a88190a49d355836ff1dcf |
completed | May 10, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_6a011d5d720c8190ba6f7146a8a5f7f4 |
completed | May 11, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011dd998888190a60d3880fd5c20c2 |
completed | May 11, 2026, 12:07 a.m. |
Created at: April 10, 2026, 5:33 a.m.