Triple
T4661998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assiut University |
E102553
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Commerce
The Faculty of Commerce at Assiut University is an academic division specializing in business, economics, and related commercial studies within the university.
|
E458558
|
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 Commerce | Statement: [Assiut University, hasFaculty, Faculty of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Commerce Context triple: [Assiut University, hasFaculty, Faculty of Commerce]
-
A.
Faculty of Commerce
The Faculty of Commerce at Cairo University is a major academic division specializing in business, economics, and accounting education and research.
-
B.
Faculty of Commerce
The Faculty of Commerce at Alexandria University is an academic division specializing in business, economics, and related commercial studies within the university.
-
C.
Faculty of Commerce
The Faculty of Commerce is an academic division of the University of Swaziland that focuses on business, management, and related commercial disciplines.
-
D.
Faculty of Commerce
The Faculty of Commerce at the University of Calcutta is an academic division specializing in business, finance, and trade education and research.
-
E.
Faculty of Commerce
The Faculty of Commerce at Gauhati University is an academic division specializing in commerce and business education, offering undergraduate and postgraduate programs in areas such as accounting, finance, 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 Commerce Triple: [Assiut University, hasFaculty, Faculty of Commerce]
Generated description
The Faculty of Commerce at Assiut University is an academic division specializing in business, economics, and related commercial studies within the university.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Commerce Target entity description: The Faculty of Commerce at Assiut University is an academic division specializing in business, economics, and related commercial studies within the university.
-
A.
Faculty of Commerce
The Faculty of Commerce at Ain Shams University is an academic division specializing in business, economics, and related commercial studies within one of Egypt’s leading public universities.
-
B.
Faculty of Commerce
The Faculty of Commerce at Alexandria University is an academic division specializing in business, economics, and related commercial studies within the university.
-
C.
Faculty of Commerce
The Faculty of Commerce at Cairo University is a major academic division specializing in business, economics, and accounting education and research.
-
D.
Faculty of Commerce
The Faculty of Commerce is an academic division of South Valley University specializing in business, economics, and related commercial studies.
-
E.
Faculty of Commerce
The Faculty of Commerce at the University of Cape Town is an academic division specializing in business, economics, finance, and related commercial 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd632b7fb88190821f213620719d6b |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfafcd3908190aabf7975017ce337 |
completed | March 21, 2026, 1:57 a.m. |
| NEDg | Description generation | batch_69bdfc7b84108190af39c7780f702745 |
completed | March 21, 2026, 2:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfd3856b48190a44f49da5fde38f6 |
completed | March 21, 2026, 2:06 a.m. |
Created at: March 20, 2026, 1:15 p.m.