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.