Triple
T3752240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springdale, Arkansas |
E81357
|
entity |
| Predicate | isPartOfEconomicRegion |
P1027
|
FINISHED |
| Object |
Northwest Arkansas metropolitan area
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.
|
E385429
|
NE FINISHED |
How this triple was built (4 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 metropolitan area | Statement: [Springdale, Arkansas, isPartOfEconomicRegion, Northwest Arkansas metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Arkansas metropolitan area Context triple: [Springdale, Arkansas, isPartOfEconomicRegion, Northwest Arkansas metropolitan area]
-
A.
Little Rock–North Little Rock–Conway metropolitan area
The Little Rock–North Little Rock–Conway metropolitan area is a major urban and economic region in central Arkansas centered around the state capital of Little Rock and its surrounding cities and suburbs.
-
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.
Fort Smith metropolitan area
The Fort Smith metropolitan area is a multi-county urban and economic region centered on the city of Fort Smith, spanning parts of western Arkansas and eastern Oklahoma.
-
D.
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.
-
E.
Texarkana metropolitan area
The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northwest Arkansas metropolitan area Triple: [Springdale, Arkansas, isPartOfEconomicRegion, Northwest Arkansas metropolitan area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwest Arkansas metropolitan area Target entity description: 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.
-
A.
Little Rock–North Little Rock–Conway metropolitan area
The Little Rock–North Little Rock–Conway metropolitan area is a major urban and economic region in central Arkansas centered around the state capital of Little Rock and its surrounding cities and suburbs.
-
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.
Fort Smith metropolitan area
The Fort Smith metropolitan area is a multi-county urban and economic region centered on the city of Fort Smith, spanning parts of western Arkansas and eastern Oklahoma.
-
D.
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.
-
E.
Texarkana metropolitan area
The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
- F. None of above. chosen
Provenance (5 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_69ad8b19b7b08190a6188804e99c53e9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb92135c819093f6d616d3ad28ff |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e5044f3c8190969828966b37e729 |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e587f8588190bf3a1c744433619b |
completed | March 14, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e61dc8bc81909b683e54cd4ca2f6 |
completed | March 14, 2026, 4:37 a.m. |
Created at: March 8, 2026, 3:35 p.m.