Triple
T9015891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orfalea College of Business |
E215591
|
entity |
| Predicate | offersStudentOrganization |
P1855
|
FINISHED |
| Object | American Marketing Association chapter |
E733019
|
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: American Marketing Association chapter | Statement: [Orfalea College of Business, offersStudentOrganization, American Marketing Association chapter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Marketing Association chapter Context triple: [Orfalea College of Business, offersStudentOrganization, American Marketing Association chapter]
-
A.
American Marketing Association
chosen
The American Marketing Association is a leading professional association for marketing practitioners, academics, and students, known for advancing marketing knowledge, standards, and best practices worldwide.
-
B.
Chamber of Commerce of the United States of America
The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
-
C.
American Assembly of Collegiate Schools of Business
The American Assembly of Collegiate Schools of Business, now known as AACSB International, is a leading global accrediting body and membership association for business schools and accounting programs.
-
D.
Cal Alumni Association
The Cal Alumni Association is the official alumni organization for the University of California, Berkeley, providing programs, services, and networking opportunities for its graduates.
-
E.
ACM Professional Chapters
ACM Professional Chapters are local, volunteer-led groups that foster networking, professional development, and community engagement among computing professionals under the umbrella of the Association for Computing Machinery.
- 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_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. |
Created at: March 30, 2026, 7:06 p.m.