Triple

T16959297
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Education E411384 entity
Predicate nominates P1791 FINISHED
Object Undersecretaries of Education (Philippines)
Undersecretaries of Education (Philippines) are high-ranking officials in the Department of Education who assist the Secretary in overseeing key policy areas, programs, and administrative functions of the country’s education system.
E1243660 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: Undersecretaries of Education (Philippines) | Statement: [Secretary of Education, nominates, Undersecretaries of Education (Philippines)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Undersecretaries of Education (Philippines)
Context triple: [Secretary of Education, nominates, Undersecretaries of Education (Philippines)]
  • A. Department of Education of the Philippines
    The Department of Education of the Philippines is the national executive department responsible for formulating, implementing, and coordinating policies, programs, and projects in formal and non-formal basic education across the country.
  • B. Under Secretaries and Assistant Secretaries of Education
    The Under Secretaries and Assistant Secretaries of Education are senior U.S. Department of Education officials who oversee major policy areas and programs, advising the Secretary and managing key operational and strategic functions of the department.
  • C. Office of the Under Secretary of Education
    The Office of the Under Secretary of Education is a senior leadership office within the U.S. Department of Education responsible for overseeing and coordinating federal postsecondary education, student aid, and related policy initiatives.
  • D. Secretary of Education of Puerto Rico
    The Secretary of Education of Puerto Rico is the top official responsible for overseeing the island’s public education system and leading the Puerto Rico Department of Education.
  • E. Secretariat for Education
    The Secretariat for Education is the central Jesuit office responsible for guiding and coordinating the global educational mission of the Society of Jesus.
  • 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: Undersecretaries of Education (Philippines)
Triple: [Secretary of Education, nominates, Undersecretaries of Education (Philippines)]
Generated description
Undersecretaries of Education (Philippines) are high-ranking officials in the Department of Education who assist the Secretary in overseeing key policy areas, programs, and administrative functions of the country’s education system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Undersecretaries of Education (Philippines)
Target entity description: Undersecretaries of Education (Philippines) are high-ranking officials in the Department of Education who assist the Secretary in overseeing key policy areas, programs, and administrative functions of the country’s education system.
  • A. Department of Education of the Philippines
    The Department of Education of the Philippines is the national executive department responsible for formulating, implementing, and coordinating policies, programs, and projects in formal and non-formal basic education across the country.
  • B. Under Secretaries and Assistant Secretaries of Education
    The Under Secretaries and Assistant Secretaries of Education are senior U.S. Department of Education officials who oversee major policy areas and programs, advising the Secretary and managing key operational and strategic functions of the department.
  • C. Office of the Under Secretary of Education
    The Office of the Under Secretary of Education is a senior leadership office within the U.S. Department of Education responsible for overseeing and coordinating federal postsecondary education, student aid, and related policy initiatives.
  • D. Secretary of Education of Puerto Rico
    The Secretary of Education of Puerto Rico is the top official responsible for overseeing the island’s public education system and leading the Puerto Rico Department of Education.
  • E. Secretariat for Education
    The Secretariat for Education is the central Jesuit office responsible for guiding and coordinating the global educational mission of the Society of Jesus.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01e420881909be1d93d7d6772fd completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d468f5048190aa43b212ec7a7306 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5f5f0448190be407979539fcd80 completed May 10, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a00d6e1add481908cce9048e3746e7c completed May 10, 2026, 7:05 p.m.
Created at: April 10, 2026, 5:31 a.m.