Triple
T2542133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miriam College |
E57807
|
entity |
| Predicate | hasHigherEducationUnit |
P1488
|
FINISHED |
| Object |
College of Business, Entrepreneurship and Accountancy
The College of Business, Entrepreneurship and Accountancy is a higher education unit of Miriam College that offers programs focused on business management, entrepreneurial development, and professional accountancy.
|
E277580
|
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, Entrepreneurship and Accountancy | Statement: [Miriam College, hasHigherEducationUnit, College of Business, Entrepreneurship and Accountancy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Business, Entrepreneurship and Accountancy Context triple: [Miriam College, hasHigherEducationUnit, College of Business, Entrepreneurship and Accountancy]
-
A.
School of Accountancy
The School of Accountancy is Strathmore University's specialized faculty dedicated to training professionals in accounting, finance, and related business disciplines.
-
B.
Faculty of Commerce and Accountancy
The Faculty of Commerce and Accountancy is a leading business and accounting school within Chulalongkorn University in Thailand, offering undergraduate and graduate programs in commerce, finance, and related fields.
-
C.
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.
-
D.
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.
-
E.
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.
- 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, Entrepreneurship and Accountancy Triple: [Miriam College, hasHigherEducationUnit, College of Business, Entrepreneurship and Accountancy]
Generated description
The College of Business, Entrepreneurship and Accountancy is a higher education unit of Miriam College that offers programs focused on business management, entrepreneurial development, and professional accountancy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Business, Entrepreneurship and Accountancy Target entity description: The College of Business, Entrepreneurship and Accountancy is a higher education unit of Miriam College that offers programs focused on business management, entrepreneurial development, and professional accountancy.
-
A.
School of Accountancy
The School of Accountancy is Strathmore University's specialized faculty dedicated to training professionals in accounting, finance, and related business disciplines.
-
B.
Faculty of Commerce and Accountancy
The Faculty of Commerce and Accountancy is a leading business and accounting school within Chulalongkorn University in Thailand, offering undergraduate and graduate programs in commerce, finance, and related fields.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ab4a5212d88190b989ce129f2ad87f |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd8317b0481908d6d1436732253b2 |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d046430819095605b8a8fd987d5 |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5f4be20c8190a0da1a25c7b097b8 |
completed | March 10, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5fe06e6881908e0b11f3101cb0f0 |
completed | March 10, 2026, 12:03 a.m. |
Created at: March 6, 2026, 9:47 p.m.