Triple
T6348268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bentonville, Arkansas |
E142799
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Bentonville City Council
The Bentonville City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Bentonville, Arkansas.
|
E587165
|
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 City Council | Statement: [Bentonville, Arkansas, governingBody, Bentonville City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bentonville City Council Context triple: [Bentonville, Arkansas, governingBody, Bentonville City Council]
-
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.
Fayetteville City Council
The Fayetteville City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Fayetteville, Arkansas.
-
C.
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.
-
D.
Shelby County Commission
The Shelby County Commission is the elected legislative body that governs Shelby County, Tennessee, overseeing county policies, budgets, and services.
-
E.
Benton, Tennessee
Benton, Tennessee is a small town in Polk County known for its proximity to the Hiwassee River and outdoor recreation in the surrounding Appalachian 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: Bentonville City Council Triple: [Bentonville, Arkansas, governingBody, Bentonville City Council]
Generated description
The Bentonville City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Bentonville, Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bentonville City Council Target entity description: The Bentonville City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Bentonville, Arkansas.
-
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.
Fayetteville City Council
The Fayetteville City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Fayetteville, Arkansas.
-
C.
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.
-
D.
Shelby County Commission
The Shelby County Commission is the elected legislative body that governs Shelby County, Tennessee, overseeing county policies, budgets, and services.
-
E.
Benton, Tennessee
Benton, Tennessee is a small town in Polk County known for its proximity to the Hiwassee River and outdoor recreation in the surrounding Appalachian 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_69c008d6dcbc8190aa1c2f1fd8916b42 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c067bba1988190b51f0a22e4279e1b |
completed | March 22, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6044b33fc8190a214c6615d072715 |
completed | March 27, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69c6057466ec8190afe96107862bb40a |
completed | March 27, 2026, 4:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6060a113881909b424d0c47c2107e |
completed | March 27, 2026, 4:22 a.m. |
Created at: March 22, 2026, 4:31 p.m.