Triple
T15173643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Arkansas |
E362550
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object | Sam M. Walton College of Business |
E362552
|
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: Sam M. Walton College of Business | Statement: [University of Arkansas, hasCollege, Sam M. Walton College of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam M. Walton College of Business Context triple: [University of Arkansas, hasCollege, Sam M. Walton College of Business]
-
A.
Sam M. Walton College of Business
chosen
The Sam M. Walton College of Business is the University of Arkansas’s business school, known for its strong programs in retail, supply chain management, and entrepreneurship, supported by close ties to major corporations like Walmart.
-
B.
Belk College of Business
Belk College of Business is the business school of the University of North Carolina at Charlotte, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
-
C.
Haslam College of Business
Haslam College of Business is the University of Tennessee, Knoxville’s flagship business school, offering undergraduate, graduate, and executive programs in fields such as accounting, finance, supply chain management, and business analytics.
-
D.
Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
E.
Cox School of Business
Cox School of Business is the business school of Southern Methodist University in Dallas, Texas, known for its MBA and undergraduate business programs.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e006501b488190a2ab09dbf1532571 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff133950288190a5ffeb52ee0bac37 |
completed | May 9, 2026, 10:58 a.m. |
Created at: April 10, 2026, 3:09 a.m.