Triple
T5371341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferdinand "Bongbong" Marcos Jr. |
E108855
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Marcos family
The Marcos family is a prominent and controversial political dynasty in the Philippines, known for its long-standing influence on the country’s governance and history, including the dictatorship of Ferdinand Marcos Sr. and the later presidency of his son Ferdinand "Bongbong" Marcos Jr.
|
E516241
|
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: Marcos family | Statement: [Ferdinand "Bongbong" Marcos Jr., memberOf, Marcos family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcos family Context triple: [Ferdinand "Bongbong" Marcos Jr., memberOf, Marcos family]
-
A.
Aquino family
The Aquino family is a prominent Filipino political dynasty known for producing influential leaders, including former presidents Corazon C. Aquino and Benigno S. Aquino III, who played key roles in the country’s modern democratic history.
-
B.
Azcárraga family
The Azcárraga family is a powerful Mexican media dynasty best known for its long-time control of Televisa and major influence over Spanish-language television.
-
C.
Fernández family
The Fernández family is a Spanish noble lineage historically linked to the title of Marquis of Moya.
-
D.
Osmeña family political dynasty
The Osmeña family political dynasty is a prominent Filipino clan that has produced multiple influential politicians and public officials across several generations, particularly in Cebu and national politics.
-
E.
Araneta family
The Araneta family is a prominent Filipino clan known for its significant influence in business, real estate development, and politics in the Philippines.
- 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: Marcos family Triple: [Ferdinand "Bongbong" Marcos Jr., memberOf, Marcos family]
Generated description
The Marcos family is a prominent and controversial political dynasty in the Philippines, known for its long-standing influence on the country’s governance and history, including the dictatorship of Ferdinand Marcos Sr. and the later presidency of his son Ferdinand "Bongbong" Marcos Jr.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcos family Target entity description: The Marcos family is a prominent and controversial political dynasty in the Philippines, known for its long-standing influence on the country’s governance and history, including the dictatorship of Ferdinand Marcos Sr. and the later presidency of his son Ferdinand "Bongbong" Marcos Jr.
-
A.
Aquino family
The Aquino family is a prominent Filipino political dynasty known for producing influential leaders, including former presidents Corazon C. Aquino and Benigno S. Aquino III, who played key roles in the country’s modern democratic history.
-
B.
Azcárraga family
The Azcárraga family is a powerful Mexican media dynasty best known for its long-time control of Televisa and major influence over Spanish-language television.
-
C.
Fernández family
The Fernández family is a Spanish noble lineage historically linked to the title of Marquis of Moya.
-
D.
Osmeña family political dynasty
The Osmeña family political dynasty is a prominent Filipino clan that has produced multiple influential politicians and public officials across several generations, particularly in Cebu and national politics.
-
E.
Araneta family
The Araneta family is a prominent Filipino clan known for its significant influence in business, real estate development, and politics in the Philippines.
- 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_69bf29347a18819083115fe68db8e708 |
completed | March 21, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69bf2a23ba1881909ddc549728bbc2d3 |
completed | March 21, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2e6d5f9081908327dff0058241f0 |
completed | March 21, 2026, 11:49 p.m. |
Created at: March 20, 2026, 2:02 p.m.