Triple
T23136212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carroll County, Arkansas |
E577328
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | United States Census Bureau-designated Northwest Arkansas region |
—
|
NE NERFINISHED |
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: United States Census Bureau-designated Northwest Arkansas region | Statement: [Carroll County, Arkansas, partOf, United States Census Bureau-designated Northwest Arkansas region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau-designated Northwest Arkansas region Context triple: [Carroll County, Arkansas, partOf, United States Census Bureau-designated Northwest Arkansas 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.
United States Census Bureau-designated West Texas region
The United States Census Bureau-designated West Texas region is a large, predominantly rural area of western Texas characterized by wide-open landscapes, energy production, and sparse population centers.
-
C.
United States Census Bureau’s Southeast Missouri region
The United States Census Bureau’s Southeast Missouri region is a statistical area in southeastern Missouri used for organizing and reporting demographic and economic data for counties such as Mississippi County.
-
D.
United States Census Bureau's northwestern Missouri region
The United States Census Bureau's northwestern Missouri region is a statistical area encompassing the northwestern portion of Missouri used for organizing and reporting demographic and economic data.
-
E.
River Valley region of Arkansas
The River Valley region of Arkansas is a geographic area along the Arkansas River characterized by rolling hills, fertile farmland, and mid-sized cities such as Russellville that serve as regional economic and cultural centers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245f8e6248190ba3d58e068b4dccb |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e8b694c8190b9ead00ea0576d90 |
completed | April 29, 2026, 4:52 a.m. |
Created at: April 17, 2026, 4 p.m.