Triple
T6348275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bentonville, Arkansas |
E142799
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object | Northwest Arkansas Community College (nearby in Bentonville) |
E384691
|
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: Northwest Arkansas Community College (nearby in Bentonville) | Statement: [Bentonville, Arkansas, hasUniversityCampus, Northwest Arkansas Community College (nearby in Bentonville)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Arkansas Community College (nearby in Bentonville) Context triple: [Bentonville, Arkansas, hasUniversityCampus, Northwest Arkansas Community College (nearby in Bentonville)]
-
A.
NorthWest Arkansas Community College
chosen
NorthWest Arkansas Community College is a public two-year institution in northwest Arkansas offering associate degrees, certificates, and workforce training programs.
-
B.
West Plains campus
West Plains campus is a regional branch of Missouri State University located in West Plains, Missouri, offering two-year and select four-year academic programs.
-
C.
Fayetteville Technical Community College
Fayetteville Technical Community College is a public two-year institution in Fayetteville, North Carolina, offering career, technical, and transfer programs to students in the surrounding region.
-
D.
Bentonville, Arkansas
Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
-
E.
southwest Arkansas
Southwest Arkansas is a largely rural region of the state known for its forests, lakes, and small towns, with Arkadelphia serving as one of its primary service and economic centers.
- 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_69c008d6dcbc8190aa1c2f1fd8916b42 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c067bba1988190b51f0a22e4279e1b |
completed | March 22, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6044b33fc8190a214c6615d072715 |
completed | March 27, 2026, 4:15 a.m. |
Created at: March 22, 2026, 4:31 p.m.