Triple
T1222896
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ozarks |
E26262
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object |
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.
|
E142799
|
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: Bentonville, Arkansas | Statement: [Ozarks, majorCity, Bentonville, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bentonville, Arkansas Context triple: [Ozarks, majorCity, Bentonville, Arkansas]
-
A.
Little Rock, Arkansas
Little Rock, Arkansas is the capital and largest city of the U.S. state of Arkansas, known as a regional center for government, commerce, and culture.
-
B.
West Memphis, Arkansas
West Memphis, Arkansas is a small city in Crittenden County located just across the Mississippi River from Memphis, Tennessee, functioning as a key suburb and transportation hub within the greater Memphis metropolitan area.
-
C.
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.
-
D.
Benton, Arkansas
Benton, Arkansas is a small city in central Arkansas that serves as the county seat of Saline County and a suburban community within the Little Rock metropolitan area.
-
E.
Springdale
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.
- 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: Bentonville, Arkansas Triple: [Ozarks, majorCity, Bentonville, Arkansas]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bentonville, Arkansas Target entity description: 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.
-
A.
Little Rock, Arkansas
Little Rock, Arkansas is the capital and largest city of the U.S. state of Arkansas, known as a regional center for government, commerce, and culture.
-
B.
West Memphis, Arkansas
West Memphis, Arkansas is a small city in Crittenden County located just across the Mississippi River from Memphis, Tennessee, functioning as a key suburb and transportation hub within the greater Memphis metropolitan area.
-
C.
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.
-
D.
Benton, Arkansas
Benton, Arkansas is a small city in central Arkansas that serves as the county seat of Saline County and a suburban community within the Little Rock metropolitan area.
-
E.
Springdale
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.
- 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_69a49484688c8190a1bf285eb396a8b6 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be21a2bc819094b47580d7c5cdf8 |
completed | March 1, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f71aaa481909736d21705744341 |
completed | March 7, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69ac90311f408190b6e86b5287fb4468 |
completed | March 7, 2026, 8:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac911b6ab8819088773c2ca4e9fade |
completed | March 7, 2026, 8:56 p.m. |
Created at: March 1, 2026, 7:47 p.m.