Triple

T362747
Position Surface form Disambiguated ID Type / Status
Subject Pacific peoples E7890 entity
Predicate contributesTo P477 FINISHED
Object New Zealand education sector
The New Zealand education sector is the nationwide system of early childhood, primary, secondary, and tertiary education that serves diverse communities and plays a central role in the country’s social and economic development.
 E46032 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: New Zealand education sector | Statement: [Pacific peoples, contributesTo, New Zealand education sector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Zealand education sector
Context triple: [Pacific peoples, contributesTo, New Zealand education sector]
  • A. Chilean Ministry of Education
    The Chilean Ministry of Education is the government body responsible for designing, implementing, and overseeing national education policies and standards across Chile’s educational system.
  • B. Ministry of Education
    The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
  • C. Faculty of Education
    The Faculty of Education at McGill University is an academic division dedicated to teacher education, educational research, and professional training in the field of education.
  • D. Faculty of Education
    The Faculty of Education is a constituent school of Charles University in Prague that specializes in training teachers and conducting research in pedagogy and educational sciences.
  • E. Faculty of Education
    The Faculty of Education at Kyoto University is an academic division specializing in research and teaching on education, pedagogy, and related social sciences.
  • 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: New Zealand education sector
Triple: [Pacific peoples, contributesTo, New Zealand education sector]
Generated description
The New Zealand education sector is the nationwide system of early childhood, primary, secondary, and tertiary education that serves diverse communities and plays a central role in the country’s social and economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Zealand education sector
Target entity description: The New Zealand education sector is the nationwide system of early childhood, primary, secondary, and tertiary education that serves diverse communities and plays a central role in the country’s social and economic development.
  • A. Chilean Ministry of Education
    The Chilean Ministry of Education is the government body responsible for designing, implementing, and overseeing national education policies and standards across Chile’s educational system.
  • B. Ministry of Education
    The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
  • C. Faculty of Education
    The Faculty of Education at McGill University is an academic division dedicated to teacher education, educational research, and professional training in the field of education.
  • D. Faculty of Education
    The Faculty of Education is a constituent school of Charles University in Prague that specializes in training teachers and conducting research in pedagogy and educational sciences.
  • E. Faculty of Education
    The Faculty of Education at Kyoto University is an academic division specializing in research and teaching on education, pedagogy, and related social sciences.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebcfb0f48190b9a9010c7837ac58 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e86533a481909bab5f0b52114c6a completed March 1, 2026, 7:19 a.m.
NEDg Description generation batch_69a3e99fd210819099e83cd183a4daa7 completed March 1, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69a3ea45c86c8190a6c215430601ad15 completed March 1, 2026, 7:27 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.