Triple

T4679945
Position Surface form Disambiguated ID Type / Status
Subject Gloria Macapagal Arroyo E103774 entity
Predicate spouse P13 FINISHED
Object Jose Miguel Arroyo
Jose Miguel Arroyo is a Filipino lawyer and businessman best known as the husband of former Philippine president Gloria Macapagal Arroyo.
E461826 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: Jose Miguel Arroyo | Statement: [Gloria Macapagal Arroyo, spouse, Jose Miguel Arroyo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jose Miguel Arroyo
Context triple: [Gloria Macapagal Arroyo, spouse, Jose Miguel Arroyo]
  • A. Juan Pablo Duarte
    Juan Pablo Duarte was a 19th-century Dominican political leader and founding father who played a central role in the Dominican Republic’s independence from Haitian rule.
  • B. José Napoleón Duarte
    José Napoleón Duarte was a Salvadoran politician and reformist president in the 1980s who became a central civilian figure during El Salvador’s civil war and a leading advocate of Christian democracy in the country.
  • C. Ricardo Lagos
    Ricardo Lagos is a Chilean lawyer, economist, and politician who served as President of Chile from 2000 to 2006 and is known for his role in the country's transition to democracy and progressive social reforms.
  • D. Edmundo Fernández
    Edmundo Fernández was a Venezuelan political figure who held office immediately before Rómulo Betancourt, a key leader in Venezuela’s transition to democracy.
  • E. Carlos Polestico Garcia
    Carlos Polestico Garcia was the eighth President of the Philippines, known for his "Filipino First" policy and emphasis on economic nationalism during his 1957–1961 term.
  • 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: Jose Miguel Arroyo
Triple: [Gloria Macapagal Arroyo, spouse, Jose Miguel Arroyo]
Generated description
Jose Miguel Arroyo is a Filipino lawyer and businessman best known as the husband of former Philippine president Gloria Macapagal Arroyo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jose Miguel Arroyo
Target entity description: Jose Miguel Arroyo is a Filipino lawyer and businessman best known as the husband of former Philippine president Gloria Macapagal Arroyo.
  • A. Juan Pablo Duarte
    Juan Pablo Duarte was a 19th-century Dominican political leader and founding father who played a central role in the Dominican Republic’s independence from Haitian rule.
  • B. José Napoleón Duarte
    José Napoleón Duarte was a Salvadoran politician and reformist president in the 1980s who became a central civilian figure during El Salvador’s civil war and a leading advocate of Christian democracy in the country.
  • C. Ricardo Lagos
    Ricardo Lagos is a Chilean lawyer, economist, and politician who served as President of Chile from 2000 to 2006 and is known for his role in the country's transition to democracy and progressive social reforms.
  • D. Edmundo Fernández
    Edmundo Fernández was a Venezuelan political figure who held office immediately before Rómulo Betancourt, a key leader in Venezuela’s transition to democracy.
  • E. Carlos Polestico Garcia
    Carlos Polestico Garcia was the eighth President of the Philippines, known for his "Filipino First" policy and emphasis on economic nationalism during his 1957–1961 term.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd636c105081908655ab384f539f38 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03a8b7a88190bfc4f68438694995 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be0440e7c881908743b7af9b2fa347 completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be04e0f1b08190b3e617150e34648c completed March 21, 2026, 2:39 a.m.
Created at: March 20, 2026, 1:16 p.m.