Triple
T7520714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USC Marshall School of Business |
E177760
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Finance and Business Economics
The Department of Finance and Business Economics is an academic unit at the USC Marshall School of Business that focuses on teaching and research in financial markets, corporate finance, and economic analysis for business decision-making.
|
E670134
|
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 Finance and Business Economics | Statement: [USC Marshall School of Business, hasDepartment, Department of Finance and Business Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Finance and Business Economics Context triple: [USC Marshall School of Business, hasDepartment, Department of Finance and Business Economics]
-
A.
Department of Economics and Finance
The Department of Economics and Finance is an academic unit at Tor Vergata University of Rome focused on teaching and research in economics, finance, and related quantitative disciplines.
-
B.
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.
-
C.
Faculty of Economics and Finance
The Faculty of Economics and Finance is an academic unit of the University of Białystok specializing in education and research in economics, finance, and related social sciences.
-
D.
Department of Accounting and Finance
The Department of Accounting and Finance is an academic unit specializing in education and research in accounting, finance, and related business disciplines within the University of Swaziland’s Faculty of Commerce.
-
E.
Department of Economics and Management
The Department of Economics and Management is an academic unit of the University of Ferrara focused on teaching and research in economics, business, and related social sciences.
- 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 Finance and Business Economics Triple: [USC Marshall School of Business, hasDepartment, Department of Finance and Business Economics]
Generated description
The Department of Finance and Business Economics is an academic unit at the USC Marshall School of Business that focuses on teaching and research in financial markets, corporate finance, and economic analysis for business decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Finance and Business Economics Target entity description: The Department of Finance and Business Economics is an academic unit at the USC Marshall School of Business that focuses on teaching and research in financial markets, corporate finance, and economic analysis for business decision-making.
-
A.
Department of Economics and Finance
The Department of Economics and Finance is an academic unit at Tor Vergata University of Rome focused on teaching and research in economics, finance, and related quantitative disciplines.
-
B.
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.
-
C.
Faculty of Economics and Finance
The Faculty of Economics and Finance is an academic unit of the University of Białystok specializing in education and research in economics, finance, and related social sciences.
-
D.
Department of Accounting and Finance
The Department of Accounting and Finance is an academic unit specializing in education and research in accounting, finance, and related business disciplines within the University of Swaziland’s Faculty of Commerce.
-
E.
Department of Economics and Management
The Department of Economics and Management is an academic unit of the University of Ferrara focused on teaching and research in economics, business, and related social sciences.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f7c2ad6c8190b822c0a5b80e7829 |
completed | March 27, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84629f00c8190a64d51586bd3b96c |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c8471da6c481909b48db7ad6e9426d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c848049f548190b8c9a9c3d3aeed45 |
completed | March 28, 2026, 9:28 p.m. |
Created at: March 27, 2026, 3:46 p.m.