Triple

T10474186
Position Surface form Disambiguated ID Type / Status
Subject Royal University of Phnom Penh E247002 entity
Predicate governedBy P46 FINISHED
Object Ministry of Education, Youth and Sport of Cambodia
The Ministry of Education, Youth and Sport of Cambodia is the Cambodian government body responsible for national policies and administration in education, youth development, and sports.
E864713 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: Ministry of Education, Youth and Sport of Cambodia | Statement: [Royal University of Phnom Penh, governedBy, Ministry of Education, Youth and Sport of Cambodia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Education, Youth and Sport of Cambodia
Context triple: [Royal University of Phnom Penh, governedBy, Ministry of Education, Youth and Sport of Cambodia]
  • A. University of Cambodia
    The University of Cambodia is a private higher education institution in Phnom Penh known for offering a range of undergraduate and graduate programs and for educating many of the country’s political and business leaders.
  • B. Cambodian universities
    Cambodian universities are higher education institutions in Cambodia that provide undergraduate and graduate programs across diverse academic fields and often engage in international and regional academic collaborations.
  • C. Council of Ministers of Cambodia
    The Council of Ministers of Cambodia is the country’s chief executive body, responsible for implementing national policy and administering the day-to-day operations of the Cambodian government under the leadership of the Prime Minister.
  • D. Ministry of Agriculture, Forestry and Fisheries of Cambodia
    The Ministry of Agriculture, Forestry and Fisheries of Cambodia is a government ministry responsible for managing the country’s agricultural development, forestry resources, and fisheries sectors.
  • E. Royal Academy of Cambodia
    The Royal Academy of Cambodia is a leading national scholarly institution responsible for advancing research, education, and cultural preservation in Cambodia.
  • 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: Ministry of Education, Youth and Sport of Cambodia
Triple: [Royal University of Phnom Penh, governedBy, Ministry of Education, Youth and Sport of Cambodia]
Generated description
The Ministry of Education, Youth and Sport of Cambodia is the Cambodian government body responsible for national policies and administration in education, youth development, and sports.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Education, Youth and Sport of Cambodia
Target entity description: The Ministry of Education, Youth and Sport of Cambodia is the Cambodian government body responsible for national policies and administration in education, youth development, and sports.
  • A. University of Cambodia
    The University of Cambodia is a private higher education institution in Phnom Penh known for offering a range of undergraduate and graduate programs and for educating many of the country’s political and business leaders.
  • B. Cambodian universities
    Cambodian universities are higher education institutions in Cambodia that provide undergraduate and graduate programs across diverse academic fields and often engage in international and regional academic collaborations.
  • C. Council of Ministers of Cambodia
    The Council of Ministers of Cambodia is the country’s chief executive body, responsible for implementing national policy and administering the day-to-day operations of the Cambodian government under the leadership of the Prime Minister.
  • D. Ministry of Agriculture, Forestry and Fisheries of Cambodia
    The Ministry of Agriculture, Forestry and Fisheries of Cambodia is a government ministry responsible for managing the country’s agricultural development, forestry resources, and fisheries sectors.
  • E. Royal Academy of Cambodia
    The Royal Academy of Cambodia is a leading national scholarly institution responsible for advancing research, education, and cultural preservation in Cambodia.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5094e74048190a2c70ef32c50ba71 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a0140f4c81908ce95b28e09cb04b completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a166404881909c28141fefea2936 completed April 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2c550ac81908444c6abfe14698a completed April 10, 2026, 7:12 a.m.
Created at: April 6, 2026, 12:21 p.m.