Triple

T11332546
Position Surface form Disambiguated ID Type / Status
Subject Bautista E268381 entity
Predicate hasNotableBearer P458 FINISHED
Object Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link)
Gloria Macapagal Arroyo is a Filipino economist and politician who served as the 14th President of the Philippines from 2001 to 2010.
E918142 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: Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link) | Statement: [Bautista, hasNotableBearer, Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link)
Context triple: [Bautista, hasNotableBearer, Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link)]
  • 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. Quirino family
    The Quirino family is a prominent Filipino political and business clan historically influential in media and public affairs in the Philippines.
  • C. 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.
  • D. 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.
  • 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: Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link)
Triple: [Bautista, hasNotableBearer, Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link)]
Generated description
Gloria Macapagal Arroyo is a Filipino economist and politician who served as the 14th President of the Philippines from 2001 to 2010.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gloria Macapagal Arroyo née Macapagal but related to Bautista clan (contextual family link)
Target entity description: Gloria Macapagal Arroyo is a Filipino economist and politician who served as the 14th President of the Philippines from 2001 to 2010.
  • 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. Quirino family
    The Quirino family is a prominent Filipino political and business clan historically influential in media and public affairs in the Philippines.
  • C. 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.
  • D. 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.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9fe5d5881908d786b212a554d8b completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5263160548190adb7d5c0fd6af0e2 completed April 19, 2026, 7 p.m.
NEDg Description generation batch_69e52c83768c819086ebfd870ad81998 completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531d0ab5881909814160b86c8e76b completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:32 p.m.