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.