Triple
T19766139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miller County, Arkansas |
E474760
|
entity |
| Predicate | containsUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Whelen Springs, Arkansas |
—
|
NE NERFINISHED |
How this triple was built (3 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: Whelen Springs, Arkansas | Statement: [Miller County, Arkansas, containsUnincorporatedCommunity, Whelen Springs, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whelen Springs, Arkansas Context triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Whelen Springs, Arkansas]
-
A.
Whelen Springs, Arkansas
Whelen Springs, Arkansas is a small rural town located in Clark County in the southern part of the state.
-
B.
Black Springs, Arkansas
Black Springs, Arkansas is a small town in Montgomery County known for its location in the Ouachita Mountains near the headwaters of the Caddo River.
-
C.
Elm Springs, Arkansas
Elm Springs, Arkansas is a small city in northwest Arkansas that forms part of the rapidly growing Northwest Arkansas metropolitan region.
-
D.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
E.
Cave Springs, Arkansas
Cave Springs, Arkansas is a small city in northwest Arkansas known for its suburban residential character and proximity to the larger communities of the rapidly growing Benton County region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whelen Springs, Arkansas Target entity description: Whelen Springs, Arkansas is a small unincorporated community in the southern part of the state.
-
A.
Whelen Springs, Arkansas
chosen
Whelen Springs, Arkansas is a small rural town located in Clark County in the southern part of the state.
-
B.
Black Springs, Arkansas
Black Springs, Arkansas is a small town in Montgomery County known for its location in the Ouachita Mountains near the headwaters of the Caddo River.
-
C.
Elm Springs, Arkansas
Elm Springs, Arkansas is a small city in northwest Arkansas that forms part of the rapidly growing Northwest Arkansas metropolitan region.
-
D.
Sulphur Springs, Arkansas
Sulphur Springs, Arkansas is a small city in northwestern Arkansas known historically as a mineral-springs resort community.
-
E.
Cave Springs, Arkansas
Cave Springs, Arkansas is a small city in northwest Arkansas known for its suburban residential character and proximity to the larger communities of the rapidly growing Benton County region.
- F. None of above.
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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653232e508190a7d484c0a1e2939a |
completed | April 20, 2026, 4:24 p.m. |
Created at: April 10, 2026, 1:48 p.m.