Triple
T2928205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rogers, Arkansas |
E78894
|
entity |
| Predicate | isPartOfCombinedStatisticalArea |
P294
|
FINISHED |
| Object | Fayetteville–Springdale–Rogers–Bentonville CSA |
E81357
|
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: Fayetteville–Springdale–Rogers–Bentonville CSA | Statement: [Rogers, Arkansas, isPartOfCombinedStatisticalArea, Fayetteville–Springdale–Rogers–Bentonville CSA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fayetteville–Springdale–Rogers–Bentonville CSA Context triple: [Rogers, Arkansas, isPartOfCombinedStatisticalArea, Fayetteville–Springdale–Rogers–Bentonville CSA]
-
A.
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.
-
B.
Springdale
Springdale is a residential neighborhood in the city of Stamford, Connecticut, known for its suburban character and local commercial district.
-
C.
Springdale
chosen
Springdale is a rapidly growing city in northwest Arkansas known for its role in the poultry industry and as part of the Fayetteville–Springdale–Rogers metropolitan area.
-
D.
North Little Rock, Arkansas
North Little Rock, Arkansas is a city in central Arkansas, located across the Arkansas River from Little Rock and known as part of the Little Rock metropolitan area.
-
E.
Charlotte–Concord–Gastonia metropolitan area
The Charlotte–Concord–Gastonia metropolitan area is a major multi-county urban region centered on Charlotte, North Carolina, encompassing surrounding cities and suburbs across North and South Carolina.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97ff0ddc8190acba9863bbe4f54b |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc67bea881908bfd8122e2a632f8 |
completed | March 11, 2026, 5:23 a.m. |
Created at: March 8, 2026, 2:55 p.m.