Triple
T1565010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chiang Mai |
E33411
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Chiang Mai University
Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
|
E180029
|
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: Chiang Mai University | Statement: [Chiang Mai, hasUniversity, Chiang Mai University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chiang Mai University Context triple: [Chiang Mai, hasUniversity, Chiang Mai University]
-
A.
Chulalongkorn University
Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education in Southeast Asia.
-
B.
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.
-
C.
National Central University
National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
-
D.
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.
-
E.
Can Tho University
Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental 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: Chiang Mai University Triple: [Chiang Mai, hasUniversity, Chiang Mai University]
Generated description
Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chiang Mai University Target entity description: Chiang Mai University is a leading public research university in northern Thailand known for its comprehensive academic programs and strong emphasis on regional development and culture.
-
A.
Chulalongkorn University
Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education in Southeast Asia.
-
B.
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.
-
C.
National Central University
National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
-
D.
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.
-
E.
Can Tho University
Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental 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_69a885f11b048190935025a035302715 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa621242188190a7e1deeada7688d8 |
completed | March 6, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad40217be88190ae17abcf1541ec55 |
completed | March 8, 2026, 9:23 a.m. |
| NEDg | Description generation | batch_69ad44074024819087ae57d85cb89654 |
completed | March 8, 2026, 9:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad44a1f068819095752e05a0915063 |
completed | March 8, 2026, 9:42 a.m. |
Created at: March 4, 2026, 7:27 p.m.