Triple
T9347923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | College of Business Administration (Cal Poly Pomona) |
E224939
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of International Business and Marketing
The Department of International Business and Marketing is an academic unit at Cal Poly Pomona that offers programs focused on global business practices, international trade, and marketing strategy.
|
E793050
|
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: Department of International Business and Marketing | Statement: [College of Business Administration (Cal Poly Pomona), hasDepartment, Department of International Business and Marketing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of International Business and Marketing Context triple: [College of Business Administration (Cal Poly Pomona), hasDepartment, Department of International Business and Marketing]
-
A.
Department of Marketing and International Business
The Department of Marketing and International Business is an academic unit specializing in marketing strategy, consumer behavior, and global business practices within the Carson College of Business.
-
B.
Department of Management and Marketing
The Department of Management and Marketing is an academic unit within the Edwards School of Business that focuses on teaching and research in organizational management, strategy, and marketing.
-
C.
Department of Business Management
The Department of Business Management is an academic unit specializing in teaching and research on managing organizations, strategy, and entrepreneurship within the Faculty of Economic and Management Sciences.
-
D.
Department of Business and Economics
The Department of Business and Economics at the University of Wisconsin–Superior is an academic unit that offers undergraduate programs and coursework in areas such as business administration, management, and economics.
-
E.
Department of Business Administration
The Department of Business Administration is an academic unit at the University of Puerto Rico at Bayamón that offers undergraduate education and training in business-related fields such as management, accounting, 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: Department of International Business and Marketing Triple: [College of Business Administration (Cal Poly Pomona), hasDepartment, Department of International Business and Marketing]
Generated description
The Department of International Business and Marketing is an academic unit at Cal Poly Pomona that offers programs focused on global business practices, international trade, and marketing strategy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of International Business and Marketing Target entity description: The Department of International Business and Marketing is an academic unit at Cal Poly Pomona that offers programs focused on global business practices, international trade, and marketing strategy.
-
A.
Department of Marketing and International Business
The Department of Marketing and International Business is an academic unit specializing in marketing strategy, consumer behavior, and global business practices within the Carson College of Business.
-
B.
Department of Management and Marketing
The Department of Management and Marketing is an academic unit within the Edwards School of Business that focuses on teaching and research in organizational management, strategy, and marketing.
-
C.
Department of Business Management
The Department of Business Management is an academic unit specializing in teaching and research on managing organizations, strategy, and entrepreneurship within the Faculty of Economic and Management Sciences.
-
D.
Department of Business and Economics
The Department of Business and Economics at the University of Wisconsin–Superior is an academic unit that offers undergraduate programs and coursework in areas such as business administration, management, and economics.
-
E.
Department of Business Administration
The Department of Business Administration is an academic unit at the University of Puerto Rico at Bayamón that offers undergraduate education and training in business-related fields such as management, accounting, 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_69ca842993248190a79ab06968994b86 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f107f0081908938f4b814eca5fc |
completed | April 1, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e432106c81908ae080f37bc80f3f |
completed | April 4, 2026, 10:13 a.m. |
| NEDg | Description generation | batch_69d0e5752a38819089b23ac52f0a6a39 |
completed | April 4, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e64cb4dc81908cef7d729d9cfb4d |
completed | April 4, 2026, 10:22 a.m. |
Created at: March 30, 2026, 7:41 p.m.