Triple
T5406086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard J. Riordan |
E120895
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Riordan Programs at UCLA Anderson School of Management |
E134039
|
NE FINISHED |
How this triple was built (2 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: Riordan Programs at UCLA Anderson School of Management | Statement: [Richard J. Riordan, notableWork, Riordan Programs at UCLA Anderson School of Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riordan Programs at UCLA Anderson School of Management Context triple: [Richard J. Riordan, notableWork, Riordan Programs at UCLA Anderson School of Management]
-
A.
UCLA Anderson School of Management
chosen
UCLA Anderson School of Management is a leading graduate business school at the University of California, Los Angeles, renowned for its MBA and other management programs.
-
B.
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.
-
C.
UCLA Graduate School of Education and Information Studies
The UCLA Graduate School of Education and Information Studies is a leading academic division of the University of California, Los Angeles, focused on research, teaching, and policy in education, information science, and related social justice issues.
-
D.
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.
-
E.
Sutardja Center for Entrepreneurship and Technology
The Sutardja Center for Entrepreneurship and Technology is UC Berkeley’s premier hub for innovation education, offering interdisciplinary programs that blend engineering, business, and design to foster technology startups and entrepreneurial leaders.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd46391c0c81909fa484446732b6a3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87924c588190beb4a1be27f8d11b |
completed | March 20, 2026, 5:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3394af9c81909f9a3bb06d48595d |
completed | March 22, 2026, 12:11 a.m. |
Created at: March 20, 2026, 2:05 p.m.