Triple
T9015890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orfalea College of Business |
E215591
|
entity |
| Predicate | offersStudentOrganization |
P1855
|
FINISHED |
| Object |
Cal Poly Entrepreneurs
Cal Poly Entrepreneurs is a student-run entrepreneurship club at Cal Poly that supports innovation, startup creation, and networking opportunities for aspiring student founders.
|
E773077
|
NE FINISHED |
How this triple was built (5 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: Cal Poly Entrepreneurs | Statement: [Orfalea College of Business, offersStudentOrganization, Cal Poly Entrepreneurs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cal Poly Entrepreneurs Context triple: [Orfalea College of Business, offersStudentOrganization, Cal Poly Entrepreneurs]
-
A.
Cal Poly Mustangs
The Cal Poly Mustangs are the athletic teams representing California Polytechnic State University in NCAA Division I competition.
-
B.
Conrad School of Entrepreneurship and Business
Conrad School of Entrepreneurship and Business is a specialized academic unit at the University of Waterloo focused on entrepreneurship education, innovation, and business leadership.
-
C.
Associated Students, Inc. at Cal Poly Pomona
Associated Students, Inc. at Cal Poly Pomona is the university’s student government and auxiliary organization that represents student interests and provides services, programs, and facilities for the campus community.
-
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.
Center for Entrepreneurship
The Center for Entrepreneurship is a specialized unit within the Muma College of Business that supports innovation, startup creation, and entrepreneurial education for students and the broader community.
- 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: Cal Poly Entrepreneurs Triple: [Orfalea College of Business, offersStudentOrganization, Cal Poly Entrepreneurs]
Generated description
Cal Poly Entrepreneurs is a student-run entrepreneurship club at Cal Poly that supports innovation, startup creation, and networking opportunities for aspiring student founders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cal Poly Entrepreneurs Target entity description: Cal Poly Entrepreneurs is a student-run entrepreneurship club at Cal Poly that supports innovation, startup creation, and networking opportunities for aspiring student founders.
-
A.
Cal Poly Mustangs
The Cal Poly Mustangs are the athletic teams representing California Polytechnic State University in NCAA Division I competition.
-
B.
Conrad School of Entrepreneurship and Business
Conrad School of Entrepreneurship and Business is a specialized academic unit at the University of Waterloo focused on entrepreneurship education, innovation, and business leadership.
-
C.
Associated Students, Inc. at Cal Poly Pomona
Associated Students, Inc. at Cal Poly Pomona is the university’s student government and auxiliary organization that represents student interests and provides services, programs, and facilities for the campus community.
-
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.
Center for Entrepreneurship
The Center for Entrepreneurship is a specialized unit within the Muma College of Business that supports innovation, startup creation, and entrepreneurial education for students and the broader community.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: offersStudentOrganization Context triple: [Orfalea College of Business, offersStudentOrganization, Cal Poly Entrepreneurs]
-
A.
hasStudentOrganization
chosen
Indicates that an entity (such as an institution or department) is associated with or hosts a particular student organization.
-
B.
campusOrganization
Indicates that one entity is an organization that operates within, is based at, or is formally affiliated with a particular campus.
-
C.
offersProgramOrientation
Indicates that one entity provides an orientation program or introductory session to another entity.
-
D.
offersEducationIn
Indicates that an entity provides or delivers educational programs, courses, or instruction in a specified field, subject, or area.
-
E.
offersEducationTo
Indicates that one entity provides educational services, instruction, or learning opportunities to another entity.
- F. None of above.
Provenance (6 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_69ca83a38aa88190bf1bb80c4548b5e2 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc69fc0e4c819080b60456375f94cd |
completed | April 1, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdba8bd8c81909860d561d9d16611 |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdcae0e5c81909c50a0b53c1cf7cc |
completed | April 3, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdd6a2ba481908d66fed8f05a1297 |
completed | April 3, 2026, 3:31 p.m. |
| PD | Predicate disambiguation | batch_69cc5edf84408190aa5f57cb8bfd00e1 |
completed | March 31, 2026, 11:55 p.m. |
Created at: March 30, 2026, 7:06 p.m.