Triple
T7520715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USC Marshall School of Business |
E177760
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Marketing
The Department of Marketing at the USC Marshall School of Business is an academic unit focused on research and education in marketing strategy, consumer behavior, and related business disciplines.
|
E670135
|
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 Marketing | Statement: [USC Marshall School of Business, hasDepartment, Department of Marketing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Marketing Context triple: [USC Marshall School of Business, hasDepartment, Department of Marketing]
-
A.
Department of Marketing
The Department of Marketing is an academic unit at the Vienna University of Economics and Business specializing in research and education on marketing strategy, consumer behavior, and market analysis.
-
B.
Department of Marketing
The Department of Marketing is an academic unit within the Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
-
C.
Department of Marketing
The Department of Marketing is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as consumer behavior, branding, digital marketing, and market strategy.
-
D.
Department of Marketing
The Department of Marketing is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as consumer behavior, branding, market research, and strategic marketing.
-
E.
Department of Marketing
The Department of Marketing is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
- 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 Marketing Triple: [USC Marshall School of Business, hasDepartment, Department of Marketing]
Generated description
The Department of Marketing at the USC Marshall School of Business is an academic unit focused on research and education in marketing strategy, consumer behavior, and related business disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Marketing Target entity description: The Department of Marketing at the USC Marshall School of Business is an academic unit focused on research and education in marketing strategy, consumer behavior, and related business disciplines.
-
A.
Department of Marketing
The Department of Marketing is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as consumer behavior, branding, market research, and strategic marketing.
-
B.
Department of Marketing
The Department of Marketing is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
-
C.
Department of Marketing
The Department of Marketing is an academic unit within the Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
-
D.
Department of Marketing
The Department of Marketing is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as consumer behavior, branding, digital marketing, and market strategy.
-
E.
Department of Marketing
The Department of Marketing is an academic unit within Wayne State University's Mike Ilitch School of Business that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
- 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.