Triple
T3615729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Sindh |
E76594
|
entity |
| Predicate | hasAcademicStaff |
P47
|
FINISHED |
| Object |
faculty of commerce and business administration
The Faculty of Commerce and Business Administration is an academic division specializing in business, management, and commerce education and research at the University of Sindh.
|
E373240
|
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 and business administration | Statement: [University of Sindh, hasAcademicStaff, faculty of commerce and business administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: faculty of commerce and business administration Context triple: [University of Sindh, hasAcademicStaff, faculty of commerce and business administration]
-
A.
Faculty of Commerce and Business Studies
The Faculty of Commerce and Business Studies is an academic division of the University of Delhi specializing in education and research in commerce, management, and related business disciplines.
-
B.
Faculty of Business and Commerce
The Faculty of Business and Commerce is a major academic division of Keio University in Japan, specializing in education and research in business, economics, and related commercial fields.
-
C.
Faculty of Commerce
The Faculty of Commerce is an academic division of Doshisha University specializing in business, economics, and commercial studies.
-
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 is an academic division of the University of Swaziland that focuses on business, management, and related commercial disciplines.
- 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 and business administration Triple: [University of Sindh, hasAcademicStaff, faculty of commerce and business administration]
Generated description
The Faculty of Commerce and Business Administration is an academic division specializing in business, management, and commerce education and research at the University of Sindh.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: faculty of commerce and business administration Target entity description: The Faculty of Commerce and Business Administration is an academic division specializing in business, management, and commerce education and research at the University of Sindh.
-
A.
Faculty of Commerce and Business Studies
The Faculty of Commerce and Business Studies is an academic division of the University of Delhi specializing in education and research in commerce, management, and related business disciplines.
-
B.
Faculty of Business and Commerce
The Faculty of Business and Commerce is a major academic division of Keio University in Japan, specializing in education and research in business, economics, and related commercial fields.
-
C.
Faculty of Commerce
The Faculty of Commerce is an academic division of Doshisha University specializing in business, economics, and commercial studies.
-
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 Cairo University is a major academic division specializing in business, economics, and accounting education and research.
- 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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc27b5e008190a72a8dab7d736e64 |
completed | March 8, 2026, 6:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b433184a4081908598f4084e959c2e |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b436e75b6081908a64983955504af8 |
completed | March 13, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b43aa17e048190a39eb22a5be9da0c |
completed | March 13, 2026, 4:26 p.m. |
Created at: March 8, 2026, 3:23 p.m.