Triple
T7520718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USC Marshall School of Business |
E177760
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Lloyd Greif Center for Entrepreneurial Studies
The Lloyd Greif Center for Entrepreneurial Studies is a leading entrepreneurship education and research center at the University of Southern California that focuses on developing innovators, startup founders, and entrepreneurial leaders.
|
E670138
|
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: Lloyd Greif Center for Entrepreneurial Studies | Statement: [USC Marshall School of Business, hasDepartment, Lloyd Greif Center for Entrepreneurial Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lloyd Greif Center for Entrepreneurial Studies Context triple: [USC Marshall School of Business, hasDepartment, Lloyd Greif Center for Entrepreneurial Studies]
-
A.
Arthur W. Buerk Center for Entrepreneurship
The Arthur W. Buerk Center for Entrepreneurship is a University of Washington Foster School of Business hub that supports innovation and startup creation through education, mentorship, and experiential programs for students and entrepreneurs.
-
B.
Lester Center for Entrepreneurship
The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
-
C.
Eugene Lang Entrepreneurship Center
The Eugene Lang Entrepreneurship Center is Columbia Business School’s hub for entrepreneurship education, resources, and support for students and alumni launching and growing ventures.
-
D.
Zell Lurie Institute for Entrepreneurial Studies
The Zell Lurie Institute for Entrepreneurial Studies is a leading entrepreneurship education and venture development center at the University of Michigan that supports students and startups through courses, funding, and mentorship.
-
E.
Center for Entrepreneurial Studies
The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
- 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: Lloyd Greif Center for Entrepreneurial Studies Triple: [USC Marshall School of Business, hasDepartment, Lloyd Greif Center for Entrepreneurial Studies]
Generated description
The Lloyd Greif Center for Entrepreneurial Studies is a leading entrepreneurship education and research center at the University of Southern California that focuses on developing innovators, startup founders, and entrepreneurial leaders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lloyd Greif Center for Entrepreneurial Studies Target entity description: The Lloyd Greif Center for Entrepreneurial Studies is a leading entrepreneurship education and research center at the University of Southern California that focuses on developing innovators, startup founders, and entrepreneurial leaders.
-
A.
Arthur W. Buerk Center for Entrepreneurship
The Arthur W. Buerk Center for Entrepreneurship is a University of Washington Foster School of Business hub that supports innovation and startup creation through education, mentorship, and experiential programs for students and entrepreneurs.
-
B.
Lester Center for Entrepreneurship
The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
-
C.
Eugene Lang Entrepreneurship Center
The Eugene Lang Entrepreneurship Center is Columbia Business School’s hub for entrepreneurship education, resources, and support for students and alumni launching and growing ventures.
-
D.
Zell Lurie Institute for Entrepreneurial Studies
The Zell Lurie Institute for Entrepreneurial Studies is a leading entrepreneurship education and venture development center at the University of Michigan that supports students and startups through courses, funding, and mentorship.
-
E.
Center for Entrepreneurial Studies
The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
- 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.