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.