Triple
T19841974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton School District |
E476756
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object | Benton, Arkansas metropolitan area |
—
|
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: Benton, Arkansas metropolitan area | Statement: [Benton School District, serviceArea, Benton, Arkansas metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton, Arkansas metropolitan area Context triple: [Benton School District, serviceArea, Benton, Arkansas metropolitan area]
-
A.
Benton, Arkansas
chosen
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.
-
B.
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.
-
C.
Washington, Arkansas
Washington, Arkansas is a historic 19th-century town in southwestern Arkansas that served as an important regional center and briefly as the Confederate state capital during the Civil War.
-
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.
Nashville, Arkansas
Nashville, Arkansas is a small city in Howard County known for its agriculture-based economy and role as a local commercial center in southern Arkansas.
- 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_69d8e51d39d081909bcfafeaaf3d2fcc |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65806375c8190a4f45f14aeb06515 |
completed | April 20, 2026, 4:44 p.m. |
Created at: April 10, 2026, 1:51 p.m.