Triple
T6943901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Combs, Arkansas |
E160745
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Northwest Arkansas |
E385429
|
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 | Statement: [Combs, Arkansas, region, Northwest Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Arkansas Context triple: [Combs, Arkansas, region, Northwest Arkansas]
-
A.
Northern Arkansas
Northern Arkansas is a region of Arkansas characterized by its Ozark Mountains, rural landscapes, and cultural ties that overlap both Southern and Upper South traditions.
-
B.
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.
-
C.
Northwestern Arkansas
Northwestern Arkansas is a rapidly growing region of Arkansas known for its strong economy, major corporate headquarters like Walmart, and its role as a commercial and cultural hub of the Ozarks.
-
D.
Central Arkansas
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
-
E.
Northwest Arkansas metropolitan area
chosen
The Northwest Arkansas metropolitan area is a rapidly growing economic and population hub in northwestern Arkansas, anchored by cities such as Fayetteville, Springdale, Rogers, and Bentonville and known for major corporations like Walmart and Tyson Foods.
- 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_69c6884f3db4819080ad65da69386206 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6da876c9c8190996f3ff84858e8d1 |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76185c1d08190938d9065eb323100 |
completed | March 28, 2026, 5:05 a.m. |
Created at: March 27, 2026, 2:28 p.m.