Triple
T10958707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Islamic University Malaysia |
E258909
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Kulliyyah of Economics and Management Sciences
The Kulliyyah of Economics and Management Sciences is a faculty of the International Islamic University Malaysia specializing in economics, business, and management education grounded in Islamic values.
|
E896735
|
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: Kulliyyah of Economics and Management Sciences | Statement: [International Islamic University Malaysia, hasFaculty, Kulliyyah of Economics and Management Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kulliyyah of Economics and Management Sciences Context triple: [International Islamic University Malaysia, hasFaculty, Kulliyyah of Economics and Management Sciences]
-
A.
College of Economics and Administrative Sciences
The College of Economics and Administrative Sciences is an academic faculty specializing in economics, business, and administrative studies within Imam Mohammad Ibn Saud Islamic University in Saudi Arabia.
-
B.
Faculty of Management and Economics
The Faculty of Management and Economics is an academic unit of Gdańsk University of Technology specializing in education and research in management, economics, and related social sciences.
-
C.
Faculty of Management and Economics
The Faculty of Management and Economics is an academic unit of Tomas Bata University in Zlín specializing in education and research in business, management, and economic disciplines.
-
D.
Faculty of Economics and Management Sciences
The Faculty of Economics and Management Sciences is an academic division of the University of the Punjab that offers education and research programs in economics, business, and related management disciplines.
-
E.
Faculty of Economic and Management Sciences
The Faculty of Economic and Management Sciences is the University of Pretoria’s academic division dedicated to teaching and research in fields such as economics, business, accounting, and public 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: Kulliyyah of Economics and Management Sciences Triple: [International Islamic University Malaysia, hasFaculty, Kulliyyah of Economics and Management Sciences]
Generated description
The Kulliyyah of Economics and Management Sciences is a faculty of the International Islamic University Malaysia specializing in economics, business, and management education grounded in Islamic values.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kulliyyah of Economics and Management Sciences Target entity description: The Kulliyyah of Economics and Management Sciences is a faculty of the International Islamic University Malaysia specializing in economics, business, and management education grounded in Islamic values.
-
A.
College of Economics and Administrative Sciences
The College of Economics and Administrative Sciences is an academic faculty specializing in economics, business, and administrative studies within Imam Mohammad Ibn Saud Islamic University in Saudi Arabia.
-
B.
Faculty of Management and Economics
The Faculty of Management and Economics is an academic unit of Gdańsk University of Technology specializing in education and research in management, economics, and related social sciences.
-
C.
Faculty of Management and Economics
The Faculty of Management and Economics is an academic unit of Tomas Bata University in Zlín specializing in education and research in business, management, and economic disciplines.
-
D.
Faculty of Economics and Management Sciences
The Faculty of Economics and Management Sciences is an academic division of the University of the Punjab that offers education and research programs in economics, business, and related management disciplines.
-
E.
Faculty of Economic and Management Sciences
The Faculty of Economic and Management Sciences is the University of Pretoria’s academic division dedicated to teaching and research in fields such as economics, business, accounting, and public 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77126d9288190aa5daf2ba83d731d |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d751e8e081908f31ab2d82105c3c |
completed | April 18, 2026, 12:58 a.m. |
| NEDg | Description generation | batch_69e2ff1ddd2c8190b31f5007f7492a4e |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3260494bc81909e3dd4829697fb72 |
completed | April 18, 2026, 6:34 a.m. |
Created at: April 8, 2026, 9:23 p.m.