Triple
T10665955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al-Farabi Kazakh National University |
E251357
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of Al-Farabi Kazakh National University specializing in education and research in economics, management, and related business disciplines.
|
E878321
|
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 | Statement: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Economics and Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Economics and Business Context triple: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Economics and Business]
-
A.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of Diponegoro University in Indonesia that offers education and research programs in economics, management, and related business disciplines.
-
B.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic division of the University of Seville specializing in education and research in economics, business, and related social sciences.
-
C.
Faculty of Economics and Business
The Faculty of Economics and Business is a higher education unit of the University of Zaragoza dedicated to teaching and research in economics, business, and related social sciences.
-
D.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic division of the University of Granada specializing in education and research in economics, business, and related social sciences.
-
E.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of Universitas Brawijaya in Indonesia that offers education and research programs in economics, management, and business-related fields.
- 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 Triple: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Economics and Business]
Generated description
The Faculty of Economics and Business is an academic unit of Al-Farabi Kazakh National University specializing in education and research in economics, management, and related business disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Economics and Business Target entity description: The Faculty of Economics and Business is an academic unit of Al-Farabi Kazakh National University specializing in education and research in economics, management, and related business disciplines.
-
A.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of the University of Debrecen specializing in education and research in economics, business, and related fields.
-
B.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of the University of Sarajevo specializing in higher education and research in economics, business, and related fields.
-
C.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of Hasanuddin University specializing in education and research in economics, management, and related business disciplines.
-
D.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of Tbilisi State University specializing in education and research in economics, business, and related fields.
-
E.
Faculty of Economics and Business
The Faculty of Economics and Business is an academic unit of the University of North Sumatra that offers education and research programs in economics, management, and related business disciplines.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f31f87748190bb44db8afa901763 |
completed | April 9, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9885dc17881909df20abedd9da5e3 |
completed | April 10, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69d98a945ecc8190b5aae7511a537650 |
completed | April 10, 2026, 11:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98b187c808190b785a46bb88d48fc |
completed | April 10, 2026, 11:43 p.m. |
Created at: April 8, 2026, 9:08 p.m.