Triple
T2243485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phnom Penh |
E49448
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E247003
|
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: Royal University of Fine Arts | Statement: [Phnom Penh, hasUniversity, Royal University of Fine Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal University of Fine Arts Context triple: [Phnom Penh, hasUniversity, Royal University of Fine Arts]
-
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.
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.
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.
-
D.
University of Da Nang
The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
-
E.
Hanoi University of Education
Hanoi University of Education is one of Vietnam’s leading teacher-training institutions, renowned for preparing educators and conducting research in pedagogy and educational 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: Royal University of Fine Arts Triple: [Phnom Penh, hasUniversity, Royal University of Fine Arts]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal University of Fine Arts Target entity description: 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.
-
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.
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.
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.
-
D.
University of Da Nang
The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
-
E.
Hanoi University of Education
Hanoi University of Education is one of Vietnam’s leading teacher-training institutions, renowned for preparing educators and conducting research in pedagogy and educational 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0c157e88190a5bc876d9591a24b |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b10c38c8190af7d6d99f9377df1 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bbdef14819084b96389435ca080 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c2cfac48190b0425088e79cd122 |
completed | March 9, 2026, 6:43 a.m. |
Created at: March 4, 2026, 7:47 p.m.