Triple
T13021497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thongloun Sisoulith |
E326181
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Pedagogical Institute of Vientiane
The Pedagogical Institute of Vientiane is a higher education institution in Laos specializing in training teachers and education professionals.
|
E1014791
|
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: Pedagogical Institute of Vientiane | Statement: [Thongloun Sisoulith, educatedAt, Pedagogical Institute of Vientiane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pedagogical Institute of Vientiane Context triple: [Thongloun Sisoulith, educatedAt, Pedagogical Institute of Vientiane]
-
A.
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.
-
B.
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.
-
C.
University of Battambang
The University of Battambang is a public higher education institution in Battambang, Cambodia, offering a range of undergraduate and graduate programs to support regional development and human resource training.
-
D.
Lycée Sisowath
Lycée Sisowath is a historic and prestigious secondary school in Phnom Penh, Cambodia, long associated with educating members of the country’s political and intellectual elite.
-
E.
University of Cambodia
The University of Cambodia is a private higher education institution in Phnom Penh known for offering a range of undergraduate and graduate programs and for educating many of the country’s political and business leaders.
- 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: Pedagogical Institute of Vientiane Triple: [Thongloun Sisoulith, educatedAt, Pedagogical Institute of Vientiane]
Generated description
The Pedagogical Institute of Vientiane is a higher education institution in Laos specializing in training teachers and education professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pedagogical Institute of Vientiane Target entity description: The Pedagogical Institute of Vientiane is a higher education institution in Laos specializing in training teachers and education professionals.
-
A.
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.
-
B.
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.
-
C.
University of Battambang
The University of Battambang is a public higher education institution in Battambang, Cambodia, offering a range of undergraduate and graduate programs to support regional development and human resource training.
-
D.
Lycée Sisowath
Lycée Sisowath is a historic and prestigious secondary school in Phnom Penh, Cambodia, long associated with educating members of the country’s political and intellectual elite.
-
E.
University of Cambodia
The University of Cambodia is a private higher education institution in Phnom Penh known for offering a range of undergraduate and graduate programs and for educating many of the country’s political and business leaders.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97ecf21bc819082fb512bc479b4be |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c119e19c81908ae2b1caff6f2f32 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c20aff008190a1a10ac02ed08726 |
completed | May 3, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c2de143c81908164f5df2b92e5c3 |
completed | May 3, 2026, 3:37 a.m. |
Created at: April 9, 2026, 8:52 p.m.