Triple
T2822992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Johannesburg |
E54852
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
College of Business and Economics
The College of Business and Economics is the University of Johannesburg’s dedicated faculty for business, management, and economic studies, offering academic programs and research in these fields.
|
E324818
|
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: College of Business and Economics | Statement: [University of Johannesburg, hasFaculty, College of Business and Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Business and Economics Context triple: [University of Johannesburg, hasFaculty, College of Business and Economics]
-
A.
College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
-
B.
College of Business and Economics
The College of Business and Economics is an academic unit of North Carolina A&T State University that offers undergraduate and graduate programs in business and economic disciplines.
-
C.
College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
D.
College of Business and Economics
The College of Business and Economics is the business school of California State University, Los Angeles, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
E.
College of Business and Economics
The College of Business and Economics is Yonsei University's academic unit specializing in business administration and economics education and research.
- 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: College of Business and Economics Triple: [University of Johannesburg, hasFaculty, College of Business and Economics]
Generated description
The College of Business and Economics is the University of Johannesburg’s dedicated faculty for business, management, and economic studies, offering academic programs and research in these fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Business and Economics Target entity description: The College of Business and Economics is the University of Johannesburg’s dedicated faculty for business, management, and economic studies, offering academic programs and research in these fields.
-
A.
College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
-
B.
College of Business and Economics
The College of Business and Economics is the business school of California State University, East Bay, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
C.
College of Business and Economics
The College of Business and Economics at Korea University is a leading academic unit specializing in business administration and economics education and research in South Korea.
-
D.
College of Business and Economics
The College of Business and Economics is Yonsei University's academic unit specializing in business administration and economics education and research.
-
E.
College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde71fdc08190b18660261fe24adf |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1f856ad508190a92d9e9decc68c58 |
completed | March 11, 2026, 11:18 p.m. |
| NEDg | Description generation | batch_69b1f92315948190aee670df21cc0e5e |
completed | March 11, 2026, 11:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f97563388190bd87d3ce9abe666e |
completed | March 11, 2026, 11:23 p.m. |
Created at: March 6, 2026, 9:59 p.m.