Triple

T12156790
Position Surface form Disambiguated ID Type / Status
Subject Government of the Macao Special Administrative Region E289594 entity
Predicate hasBody P35 FINISHED
Object Education and Youth Development Bureau
The Education and Youth Development Bureau is the Macao SAR government department responsible for formulating and implementing policies on education, youth affairs, and related development programs.
E963752 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: Education and Youth Development Bureau | Statement: [Government of the Macao Special Administrative Region, hasBody, Education and Youth Development Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education and Youth Development Bureau
Context triple: [Government of the Macao Special Administrative Region, hasBody, Education and Youth Development Bureau]
  • A. Ministry of Youth
    The Ministry of Youth is a government department responsible for developing and implementing policies and programs that support and empower young people in a country.
  • B. Home and Youth Affairs Bureau
    The Home and Youth Affairs Bureau is a policy bureau of the Hong Kong SAR government responsible for community relations, district administration, and youth development initiatives.
  • C. Ministry of Youth Empowerment, Sports and Recreation
    The Ministry of Youth Empowerment, Sports and Recreation is a Mauritian government department responsible for promoting youth development, sports, and recreational activities across the country.
  • D. Educational Policy Bureau
    The Educational Policy Bureau is a division of South Korea’s Ministry of Education responsible for planning, developing, and coordinating national education policies and systems.
  • E. Education, Youth, Culture and Sport Council
    The Education, Youth, Culture and Sport Council is a configuration of EU ministers that coordinates and adopts policies and legislation on education, youth affairs, culture, audiovisual issues, media, and sports within the European Union.
  • 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: Education and Youth Development Bureau
Triple: [Government of the Macao Special Administrative Region, hasBody, Education and Youth Development Bureau]
Generated description
The Education and Youth Development Bureau is the Macao SAR government department responsible for formulating and implementing policies on education, youth affairs, and related development programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education and Youth Development Bureau
Target entity description: The Education and Youth Development Bureau is the Macao SAR government department responsible for formulating and implementing policies on education, youth affairs, and related development programs.
  • A. Ministry of Youth
    The Ministry of Youth is a government department responsible for developing and implementing policies and programs that support and empower young people in a country.
  • B. Home and Youth Affairs Bureau
    The Home and Youth Affairs Bureau is a policy bureau of the Hong Kong SAR government responsible for community relations, district administration, and youth development initiatives.
  • C. Ministry of Youth Empowerment, Sports and Recreation
    The Ministry of Youth Empowerment, Sports and Recreation is a Mauritian government department responsible for promoting youth development, sports, and recreational activities across the country.
  • D. Educational Policy Bureau
    The Educational Policy Bureau is a division of South Korea’s Ministry of Education responsible for planning, developing, and coordinating national education policies and systems.
  • E. Education, Youth, Culture and Sport Council
    The Education, Youth, Culture and Sport Council is a configuration of EU ministers that coordinates and adopts policies and legislation on education, youth affairs, culture, audiovisual issues, media, and sports within the European Union.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c1673c8190830cd15525d16869 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69c8d408190abbc900deb534045 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fe53d47c8190896a9abf8cc4bc31 completed May 2, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc563a08190b95db768df475a3a completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:50 p.m.