Triple
T2257192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vientiane |
E49753
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
National University of Laos
The National University of Laos is the largest and main public university in Laos, offering a wide range of higher education and research programs across multiple disciplines.
|
E249468
|
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: National University of Laos | Statement: [Vientiane, hasUniversity, National University of Laos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National University of Laos Context triple: [Vientiane, hasUniversity, National University of Laos]
-
A.
Royal University of Phnom Penh
The Royal University of Phnom Penh is Cambodia’s oldest and largest public university, known for its programs in humanities, sciences, and social sciences and its central role in the country’s higher education system.
-
B.
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.
-
C.
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.
-
D.
Royal University of Fine Arts
The Royal University of Fine Arts is Cambodia’s leading public institution for higher education in fine arts, architecture, and related cultural disciplines, based in Phnom Penh.
-
E.
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.
- 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: National University of Laos Triple: [Vientiane, hasUniversity, National University of Laos]
Generated description
The National University of Laos is the largest and main public university in Laos, offering a wide range of higher education and research programs across multiple disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National University of Laos Target entity description: The National University of Laos is the largest and main public university in Laos, offering a wide range of higher education and research programs across multiple disciplines.
-
A.
Royal University of Phnom Penh
The Royal University of Phnom Penh is Cambodia’s oldest and largest public university, known for its programs in humanities, sciences, and social sciences and its central role in the country’s higher education system.
-
B.
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.
-
C.
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.
-
D.
Royal University of Fine Arts
The Royal University of Fine Arts is Cambodia’s leading public institution for higher education in fine arts, architecture, and related cultural disciplines, based in Phnom Penh.
-
E.
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.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc1570dc88190bb2b17ed4c25dbb5 |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71c69f088190a38254a8a3670124 |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae72353e7c8190bb0ba06362734d81 |
completed | March 9, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72a694a8819080ec462c0a9c38ac |
completed | March 9, 2026, 7:11 a.m. |
Created at: March 4, 2026, 7:47 p.m.