Triple
T7489444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahidol University |
E176964
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Ministry of Higher Education, Science, Research and Innovation of Thailand
The Ministry of Higher Education, Science, Research and Innovation of Thailand is a government agency responsible for formulating and overseeing national policies in universities, scientific research, and technological innovation across the country.
|
E669181
|
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 Higher Education, Science, Research and Innovation of Thailand | Statement: [Mahidol University, governedBy, Ministry of Higher Education, Science, Research and Innovation of Thailand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education, Science, Research and Innovation of Thailand Context triple: [Mahidol University, governedBy, Ministry of Higher Education, Science, Research and Innovation of Thailand]
-
A.
Suranaree University of Technology
Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
-
B.
Royal Society of Thailand
The Royal Society of Thailand is the national scholarly institution responsible for academic standards, research, and official reference works in fields such as language, history, and the humanities in Thailand.
-
C.
Ministry of Higher Education, Research and Innovation (Oman)
The Ministry of Higher Education, Research and Innovation (Oman) is the Omani government body responsible for overseeing universities and colleges, advancing scientific research, and promoting innovation and knowledge-based development in the country.
-
D.
Thammasat University
Thammasat University is one of Thailand’s oldest and most prestigious public universities, renowned for its strong emphasis on social sciences, law, and political activism.
-
E.
Mahidol University
Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
- 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 Higher Education, Science, Research and Innovation of Thailand Triple: [Mahidol University, governedBy, Ministry of Higher Education, Science, Research and Innovation of Thailand]
Generated description
The Ministry of Higher Education, Science, Research and Innovation of Thailand is a government agency responsible for formulating and overseeing national policies in universities, scientific research, and technological innovation across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education, Science, Research and Innovation of Thailand Target entity description: The Ministry of Higher Education, Science, Research and Innovation of Thailand is a government agency responsible for formulating and overseeing national policies in universities, scientific research, and technological innovation across the country.
-
A.
Suranaree University of Technology
Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
-
B.
Royal Society of Thailand
The Royal Society of Thailand is the national scholarly institution responsible for academic standards, research, and official reference works in fields such as language, history, and the humanities in Thailand.
-
C.
Ministry of Higher Education, Research and Innovation (Oman)
The Ministry of Higher Education, Research and Innovation (Oman) is the Omani government body responsible for overseeing universities and colleges, advancing scientific research, and promoting innovation and knowledge-based development in the country.
-
D.
Thammasat University
Thammasat University is one of Thailand’s oldest and most prestigious public universities, renowned for its strong emphasis on social sciences, law, and political activism.
-
E.
Mahidol University
Mahidol University is one of Thailand’s leading research-intensive universities, renowned especially for its excellence in medicine, health sciences, and related fields.
- 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_69c69f24ac508190bb98fe927c0bd065 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55abcd481909e42ca857fe46cd1 |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c71f5748190bdda4cf9b8dfc6ea |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e7b2ab08190a5ecb9b87af067a5 |
completed | March 28, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c842bad1e8819093bf61d9480dbd22 |
completed | March 28, 2026, 9:06 p.m. |
Created at: March 27, 2026, 3:43 p.m.