Triple
T9126069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Myanmar public university system |
E218969
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Technological universities in Myanmar
Technological universities in Myanmar are state-run higher education institutions focused on engineering and applied sciences, forming a key part of the country’s public university system and technical workforce development.
|
E218969
|
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: Technological universities in Myanmar | Statement: [Myanmar public university system, includes, Technological universities in Myanmar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technological universities in Myanmar Context triple: [Myanmar public university system, includes, Technological universities in Myanmar]
-
A.
Myanmar public university system
The Myanmar public university system is the network of state-run higher education institutions across Myanmar that provide undergraduate and postgraduate education under government oversight.
-
B.
Yangon Technological University
Yangon Technological University is a leading engineering and technology-focused higher education institution in Myanmar, known for training the country’s technical and industrial workforce.
-
C.
Mandalay Technological University
Mandalay Technological University is a major public engineering and technology university in Mandalay, Myanmar, known for training engineers and conducting technical research.
-
D.
University of Medicine, Mandalay
The University of Medicine, Mandalay is a major public medical university in Myanmar that trains physicians and other healthcare professionals, serving as a key center for medical education and research in the country.
-
E.
Rangoon Arts and Science University
Rangoon Arts and Science University is a major public university in Yangon, Myanmar, historically known as a leading center for higher education and political activism in the country.
- 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: Technological universities in Myanmar Triple: [Myanmar public university system, includes, Technological universities in Myanmar]
Generated description
Technological universities in Myanmar are state-run higher education institutions focused on engineering and applied sciences, forming a key part of the country’s public university system and technical workforce development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technological universities in Myanmar Target entity description: Technological universities in Myanmar are state-run higher education institutions focused on engineering and applied sciences, forming a key part of the country’s public university system and technical workforce development.
-
A.
Myanmar public university system
chosen
The Myanmar public university system is the network of state-run higher education institutions across Myanmar that provide undergraduate and postgraduate education under government oversight.
-
B.
Yangon Technological University
Yangon Technological University is a leading engineering and technology-focused higher education institution in Myanmar, known for training the country’s technical and industrial workforce.
-
C.
Mandalay Technological University
Mandalay Technological University is a major public engineering and technology university in Mandalay, Myanmar, known for training engineers and conducting technical research.
-
D.
University of Medicine, Mandalay
The University of Medicine, Mandalay is a major public medical university in Myanmar that trains physicians and other healthcare professionals, serving as a key center for medical education and research in the country.
-
E.
Rangoon Arts and Science University
Rangoon Arts and Science University is a major public university in Yangon, Myanmar, historically known as a leading center for higher education and political activism in the country.
- F. None of above.
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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b8970881909c3b2c67fc131627 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030a1042c8190a31c76638a95a2cf |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0318ef52c8190bfa0bef6a8d41daa |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d03571c4648190bd546152c61c55a5 |
completed | April 3, 2026, 9:47 p.m. |
Created at: March 30, 2026, 7:18 p.m.