Triple
T4212739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ahlia University |
E93942
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
College of Business and Finance
The College of Business and Finance is an academic unit of Ahlia University offering undergraduate and postgraduate programs focused on business, management, and financial studies.
|
E421994
|
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 Finance | Statement: [Ahlia University, hasFaculty, College of Business and Finance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Business and Finance Context triple: [Ahlia University, hasFaculty, College of Business and Finance]
-
A.
College of Business
The College of Business is the business-focused academic division of Northern Michigan University, offering undergraduate and possibly graduate programs in areas such as management, marketing, accounting, and finance.
-
B.
College of Business
The College of Business at the University of West Florida is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing to prepare students for careers in business.
-
C.
College of Business
The College of Business at the University of Nevada, Reno is an academic unit offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, with a focus on preparing students for careers in business and industry.
-
D.
College of Business
The College of Business is an academic unit of California State University, Chico that offers undergraduate and graduate programs in business-related fields such as management, marketing, finance, and accounting.
-
E.
College of Business
The College of Business is an academic unit that offers undergraduate and graduate business education, typically including 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 and Finance Triple: [Ahlia University, hasFaculty, College of Business and Finance]
Generated description
The College of Business and Finance is an academic unit of Ahlia University offering undergraduate and postgraduate programs focused on business, management, and financial studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Business and Finance Target entity description: The College of Business and Finance is an academic unit of Ahlia University offering undergraduate and postgraduate programs focused on business, management, and financial studies.
-
A.
College of Business
The College of Business is the business-focused academic division of Northern Michigan University, offering undergraduate and possibly graduate programs in areas such as management, marketing, accounting, and finance.
-
B.
College of Business
The College of Business at the University of West Florida is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing to prepare students for careers in business.
-
C.
College of Business
The College of Business at the University of Nevada, Reno is an academic unit offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, with a focus on preparing students for careers in business and industry.
-
D.
College of Business
The College of Business is an academic unit that offers undergraduate and graduate business education, typically including programs in areas such as accounting, finance, management, and marketing.
-
E.
College of Business
The College of Business at Jackson State University is an academic unit that offers undergraduate and graduate programs in business disciplines 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34be585848190b0b177b5516f53c1 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59631e2cc8190b1d125b82a81593e |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b5970db8b48190b952d0fa08234f09 |
completed | March 14, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59788ef308190a34c2f23f22a7e4d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:04 p.m.