Triple
T5371309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferdinand "Bongbong" Marcos Jr. |
E108855
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Louise Araneta-Marcos
Louise Araneta-Marcos is a Filipino lawyer and political figure best known as the First Lady of the Philippines and wife of President Ferdinand "Bongbong" Marcos Jr.
|
E516534
|
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: Louise Araneta-Marcos | Statement: [Ferdinand "Bongbong" Marcos Jr., spouse, Louise Araneta-Marcos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louise Araneta-Marcos Context triple: [Ferdinand "Bongbong" Marcos Jr., spouse, Louise Araneta-Marcos]
-
A.
Carmen Osmeña
Carmen Osmeña was a daughter of former Philippine President Sergio Osmeña and a member of the prominent Osmeña political family.
-
B.
Evangelina Macaraeg
Evangelina Macaraeg was the First Lady of the Philippines as the wife of former President Diosdado Macapagal.
-
C.
Maria Corazon Sumulong Cojuangco
Maria Corazon Sumulong Cojuangco is the birth name of Corazon C. Aquino, the first female president of the Philippines and a key figure in the country’s restoration of democracy.
-
D.
Lourdes Osmeña
Lourdes Osmeña was a member of the prominent Osmeña political family of the Philippines, known primarily as a daughter of former President Sergio Osmeña.
-
E.
Zenaida Quezon
Zenaida Quezon was a daughter of Philippine President Manuel L. Quezon and a member of the prominent Quezon political family.
- 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: Louise Araneta-Marcos Triple: [Ferdinand "Bongbong" Marcos Jr., spouse, Louise Araneta-Marcos]
Generated description
Louise Araneta-Marcos is a Filipino lawyer and political figure best known as the First Lady of the Philippines and wife of President Ferdinand "Bongbong" Marcos Jr.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louise Araneta-Marcos Target entity description: Louise Araneta-Marcos is a Filipino lawyer and political figure best known as the First Lady of the Philippines and wife of President Ferdinand "Bongbong" Marcos Jr.
-
A.
Carmen Osmeña
Carmen Osmeña was a daughter of former Philippine President Sergio Osmeña and a member of the prominent Osmeña political family.
-
B.
Evangelina Macaraeg
Evangelina Macaraeg was the First Lady of the Philippines as the wife of former President Diosdado Macapagal.
-
C.
Maria Corazon Sumulong Cojuangco
Maria Corazon Sumulong Cojuangco is the birth name of Corazon C. Aquino, the first female president of the Philippines and a key figure in the country’s restoration of democracy.
-
D.
Lourdes Osmeña
Lourdes Osmeña was a member of the prominent Osmeña political family of the Philippines, known primarily as a daughter of former President Sergio Osmeña.
-
E.
Zenaida Quezon
Zenaida Quezon was a daughter of Philippine President Manuel L. Quezon and a member of the prominent Quezon political family.
- 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_69bd440c77948190aad2a5f39b7b80f5 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd86aa0f5c8190ba96554e75696f8e |
completed | March 20, 2026, 5:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf334ac2548190ad672943ac138373 |
completed | March 22, 2026, 12:09 a.m. |
| NEDg | Description generation | batch_69bf33cc90b48190ae84e51763d25e16 |
completed | March 22, 2026, 12:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf340c4b708190abb9be455f6dacb2 |
completed | March 22, 2026, 12:13 a.m. |
Created at: March 20, 2026, 2:02 p.m.