Triple
T8792147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ULM |
E209191
|
entity |
| Predicate | hasAcademicUnit |
P1488
|
FINISHED |
| Object | College of Business and Social Sciences |
E212877
|
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: College of Business and Social Sciences | Statement: [ULM, hasAcademicUnit, College of Business and Social Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Business and Social Sciences Context triple: [ULM, hasAcademicUnit, College of Business and Social Sciences]
-
A.
College of Business and Social Sciences
chosen
The College of Business and Social Sciences is an academic division of the University of Louisiana at Monroe that offers undergraduate and graduate programs in business-related and social science disciplines.
-
B.
College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
-
C.
College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
-
D.
College of Business and Economics
The College of Business and Economics is Boise State University's business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
E.
College of Business and Economics
The College of Business and Economics is an academic unit of North Carolina A&T State University that offers undergraduate and graduate programs in business and economic disciplines.
- 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_69ca836240888190a62b262e56a69d2f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f8f9eb08190bd709f3c8e09412f |
completed | March 31, 2026, 11:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf5220af84819095ddefd84fd9f369 |
completed | April 3, 2026, 5:37 a.m. |
Created at: March 30, 2026, 6:43 p.m.