Triple
T22554055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Douala |
E557631
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object | Advanced School of Economics and Commerce |
—
|
NE NERFINISHED |
How this triple was built (3 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: Advanced School of Economics and Commerce | Statement: [University of Douala, hasSchool, Advanced School of Economics and Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Advanced School of Economics and Commerce Context triple: [University of Douala, hasSchool, Advanced School of Economics and Commerce]
-
A.
Hailey College of Commerce
Hailey College of Commerce is a prominent business and commerce education institution in Lahore, Pakistan, recognized for its longstanding role in training professionals in accounting, finance, and related fields.
-
B.
Manchester College of Commerce
Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
-
C.
Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
-
D.
Sydenham College of Commerce and Economics
Sydenham College of Commerce and Economics is a prominent Mumbai-based institution specializing in commerce and economics education and known for producing many distinguished Indian economists, business leaders, and public figures.
-
E.
Raj Soin College of Business
Raj Soin College of Business is the business school of Wright State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Advanced School of Economics and Commerce Target entity description: The Advanced School of Economics and Commerce is a specialized higher-education institution within the University of Douala focused on training professionals in economics, business, and commercial disciplines.
-
A.
Hailey College of Commerce
Hailey College of Commerce is a prominent business and commerce education institution in Lahore, Pakistan, recognized for its longstanding role in training professionals in accounting, finance, and related fields.
-
B.
Manchester College of Commerce
Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
-
C.
Suleman Dawood School of Business
Suleman Dawood School of Business is a leading Pakistani business school known for its rigorous management education and research, operating as the business faculty of the Lahore University of Management Sciences (LUMS).
-
D.
Sydenham College of Commerce and Economics
Sydenham College of Commerce and Economics is a prominent Mumbai-based institution specializing in commerce and economics education and known for producing many distinguished Indian economists, business leaders, and public figures.
-
E.
Raj Soin College of Business
Raj Soin College of Business is the business school of Wright State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
- F. None of above. chosen
Provenance (2 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_69e11e59db848190b4272ecd2b690ffd |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15f780fb88190836408c6de3d3966 |
completed | April 29, 2026, 1:31 a.m. |
Created at: April 16, 2026, 8:52 p.m.