Triple
T10570651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National University of Laos |
E249468
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Economics and Business Management
The Faculty of Economics and Business Management is an academic unit of the National University of Laos specializing in education and research in economics, business, and management disciplines.
|
E873280
|
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: Faculty of Economics and Business Management | Statement: [National University of Laos, hasFaculty, Faculty of Economics and Business Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Economics and Business Management Context triple: [National University of Laos, hasFaculty, Faculty of Economics and Business Management]
-
A.
Faculty of Business Management and Economics
The Faculty of Business Management and Economics is an academic division of the University of Würzburg specializing in education and research in business administration, economics, and related fields.
-
B.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is an academic division of Humboldt University of Berlin specializing in teaching and research in economics, business, and related social sciences.
-
C.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is an academic division specializing in economics, management, and related business disciplines at Ruhr University Bochum.
-
D.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is a major academic division of Goethe University Frankfurt specializing in teaching and research in economics, business, and related social sciences.
-
E.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is a leading academic unit of Sofia University “St. Kliment Ohridski” specializing in higher education and research in economics, business, and management.
- 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: Faculty of Economics and Business Management Triple: [National University of Laos, hasFaculty, Faculty of Economics and Business Management]
Generated description
The Faculty of Economics and Business Management is an academic unit of the National University of Laos specializing in education and research in economics, business, and management disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Economics and Business Management Target entity description: The Faculty of Economics and Business Management is an academic unit of the National University of Laos specializing in education and research in economics, business, and management disciplines.
-
A.
Faculty of Business Management and Economics
The Faculty of Business Management and Economics is an academic division of the University of Würzburg specializing in education and research in business administration, economics, and related fields.
-
B.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is an academic division of Humboldt University of Berlin specializing in teaching and research in economics, business, and related social sciences.
-
C.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is an academic division specializing in economics, management, and related business disciplines at Ruhr University Bochum.
-
D.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is a major academic division of Goethe University Frankfurt specializing in teaching and research in economics, business, and related social sciences.
-
E.
Faculty of Economics and Business Administration
The Faculty of Economics and Business Administration is a leading academic unit of Sofia University “St. Kliment Ohridski” specializing in higher education and research in economics, business, and management.
- 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_69d381c8bd708190acf3d275c908251e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5274678148190b7a1afc099628357 |
completed | April 7, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d94b55d0f88190bd6853603f67e88d |
completed | April 10, 2026, 7:11 p.m. |
| NEDg | Description generation | batch_69d94f759e7c8190a9e2fd030977584d |
completed | April 10, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d952c334448190b1c21964b55a3a68 |
completed | April 10, 2026, 7:42 p.m. |
Created at: April 6, 2026, 12:37 p.m.