Triple

T18380271
Position Surface form Disambiguated ID Type / Status
Subject Fidel V. Ramos E446423 entity
Predicate notableWork P4 FINISHED
Object Philippines 2000 program
The Philippines 2000 program was a national development agenda launched in the 1990s to accelerate economic growth and modernization and position the Philippines as a newly industrializing country by the year 2000.
E1321480 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: Philippines 2000 program | Statement: [Fidel V. Ramos, notableWork, Philippines 2000 program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philippines 2000 program
Context triple: [Fidel V. Ramos, notableWork, Philippines 2000 program]
  • A. Philippine Development Plan
    The Philippine Development Plan is the Philippine government’s medium-term blueprint that outlines the country’s socio-economic development priorities, strategies, and targets.
  • B. Pantawid Pamilyang Pilipino Program
    The Pantawid Pamilyang Pilipino Program is the Philippine government’s flagship conditional cash transfer initiative aimed at reducing poverty by providing financial assistance to poor households in exchange for meeting health and education requirements.
  • C. Philippine K–12 system
    The Philippine K–12 system is the national basic education program that extends schooling to 13 years, including kindergarten, six years of elementary, four years of junior high, and two years of senior high, to better prepare students for higher education, employment, or entrepreneurship.
  • D. Armed Forces of the Philippines Modernization Program
    The Armed Forces of the Philippines Modernization Program is a long-term national initiative to upgrade and professionalize the country’s military capabilities through the acquisition of modern equipment, infrastructure, and training across all service branches.
  • E. Filipino First policy
    The Filipino First policy was an economic nationalism program in the Philippines that prioritized Filipino-owned businesses and interests over foreign participation in key sectors of the economy.
  • 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: Philippines 2000 program
Triple: [Fidel V. Ramos, notableWork, Philippines 2000 program]
Generated description
The Philippines 2000 program was a national development agenda launched in the 1990s to accelerate economic growth and modernization and position the Philippines as a newly industrializing country by the year 2000.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philippines 2000 program
Target entity description: The Philippines 2000 program was a national development agenda launched in the 1990s to accelerate economic growth and modernization and position the Philippines as a newly industrializing country by the year 2000.
  • A. Philippine Development Plan
    The Philippine Development Plan is the Philippine government’s medium-term blueprint that outlines the country’s socio-economic development priorities, strategies, and targets.
  • B. Pantawid Pamilyang Pilipino Program
    The Pantawid Pamilyang Pilipino Program is the Philippine government’s flagship conditional cash transfer initiative aimed at reducing poverty by providing financial assistance to poor households in exchange for meeting health and education requirements.
  • C. Philippine K–12 system
    The Philippine K–12 system is the national basic education program that extends schooling to 13 years, including kindergarten, six years of elementary, four years of junior high, and two years of senior high, to better prepare students for higher education, employment, or entrepreneurship.
  • D. Armed Forces of the Philippines Modernization Program
    The Armed Forces of the Philippines Modernization Program is a long-term national initiative to upgrade and professionalize the country’s military capabilities through the acquisition of modern equipment, infrastructure, and training across all service branches.
  • E. Filipino First policy
    The Filipino First policy was an economic nationalism program in the Philippines that prioritized Filipino-owned businesses and interests over foreign participation in key sectors of the economy.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e5179aa328819097f5ed8193cfa401 completed April 19, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d780a3bc8190a2ae02e8190dfb68 completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8857ba081909a1bee74530523d0 completed May 13, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03da59c1b081908d9488233c611586 completed May 13, 2026, 1:56 a.m.
Created at: April 10, 2026, 10:45 a.m.