Triple
T16425193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lowell, Arkansas |
E398923
|
entity |
| Predicate | isPartOfEconomicRegion |
P1027
|
FINISHED |
| Object | Northwest Arkansas economic region |
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 economic region | Statement: [Lowell, Arkansas, isPartOfEconomicRegion, Northwest Arkansas economic region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Arkansas economic region Context triple: [Lowell, Arkansas, isPartOfEconomicRegion, Northwest Arkansas economic region]
-
A.
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.
-
B.
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.
-
C.
northeast Arkansas
Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
-
D.
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.
-
E.
Western District of Arkansas
The Western District of Arkansas is a federal judicial district in Arkansas that encompasses several counties in the western part of the state for purposes of United States district court proceedings.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328faa7448190a2606f1b37ea0a3d |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006071a8ac8190b004a2861343960a |
completed | May 10, 2026, 10:39 a.m. |
Created at: April 10, 2026, 5:09 a.m.