Triple

T714714
Position Surface form Disambiguated ID Type / Status
Subject President of the Philippines E14286 entity
Predicate officeHoldersInclude P537 FINISHED
Object Benigno S. Aquino III
Benigno S. Aquino III was a Filipino politician who served as the country’s 15th president and was known for his anti-corruption platform and economic reforms.
E104707 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: Benigno S. Aquino III | Statement: [President of the Philippines, officeHoldersInclude, Benigno S. Aquino III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benigno S. Aquino III
Context triple: [President of the Philippines, officeHoldersInclude, Benigno S. Aquino III]
  • A. Fidel V. Ramos
    Fidel V. Ramos was a Filipino military leader and statesman who served as the 12th president of the Philippines from 1992 to 1998, overseeing economic reforms and political stability after the People Power Revolution.
  • B. Gloria Macapagal Arroyo
    Gloria Macapagal Arroyo is a Filipino economist and politician who served as the 14th president of the Philippines and later as speaker of the House of Representatives.
  • C. Carlos P. Garcia
    Carlos P. Garcia was a Filipino lawyer, poet, and statesman who became the eighth President of the Philippines, known for his "Filipino First" policy and emphasis on economic nationalism.
  • D. Ferdinand Marcos
    Ferdinand Marcos was a Filipino politician and dictator who ruled the Philippines from 1965 to 1986, known for declaring martial law, widespread human rights abuses, and large-scale corruption.
  • E. Diosdado Macapagal
    Diosdado Macapagal was a Filipino lawyer, politician, and the ninth president of the Philippines, known for his economic reforms and for moving the country's Independence Day to June 12.
  • 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: Benigno S. Aquino III
Triple: [President of the Philippines, officeHoldersInclude, Benigno S. Aquino III]
Generated description
Benigno S. Aquino III was a Filipino politician who served as the country’s 15th president and was known for his anti-corruption platform and economic reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benigno S. Aquino III
Target entity description: Benigno S. Aquino III was a Filipino politician who served as the country’s 15th president and was known for his anti-corruption platform and economic reforms.
  • A. Fidel V. Ramos
    Fidel V. Ramos was a Filipino military leader and statesman who served as the 12th president of the Philippines from 1992 to 1998, overseeing economic reforms and political stability after the People Power Revolution.
  • B. Gloria Macapagal Arroyo
    Gloria Macapagal Arroyo is a Filipino economist and politician who served as the 14th president of the Philippines and later as speaker of the House of Representatives.
  • C. Carlos P. Garcia
    Carlos P. Garcia was a Filipino lawyer, poet, and statesman who became the eighth President of the Philippines, known for his "Filipino First" policy and emphasis on economic nationalism.
  • D. Ferdinand Marcos
    Ferdinand Marcos was a Filipino politician and dictator who ruled the Philippines from 1965 to 1986, known for declaring martial law, widespread human rights abuses, and large-scale corruption.
  • E. Diosdado Macapagal
    Diosdado Macapagal was a Filipino lawyer, politician, and the ninth president of the Philippines, known for his economic reforms and for moving the country's Independence Day to June 12.
  • 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5738e04819082eac673b3b7c4c2 completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c005750881909187edfa8e8fa02c completed March 4, 2026, 5:15 a.m.
NEDg Description generation batch_69a7c07c09f8819082e9c59d22f607cf completed March 4, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69a7c10b114c8190831a95519dd185a2 completed March 4, 2026, 5:20 a.m.
Created at: March 1, 2026, 7:36 p.m.