Triple
T22948498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boone County, Arkansas |
E569939
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Bergman, 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: Bergman, Arkansas | Statement: [Boone County, Arkansas, hasUnincorporatedCommunity, Bergman, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bergman, Arkansas Context triple: [Boone County, Arkansas, hasUnincorporatedCommunity, Bergman, Arkansas]
-
A.
Biscoe, Arkansas
Biscoe, Arkansas is a small town located in Prairie County in the central part of the state.
-
B.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
-
C.
Turrell, Arkansas
Turrell, Arkansas is a small city in eastern Arkansas located near the Mississippi River within the Memphis metropolitan area.
-
D.
Gurdon, Arkansas
Gurdon, Arkansas is a small city in southern Arkansas known historically for its timber industry and the local legend of the mysterious Gurdon Light.
-
E.
Edmondson, Arkansas
Edmondson, Arkansas is a small town in Crittenden County in eastern Arkansas, situated in the Mississippi River Delta region near the city of West Memphis.
- 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: Bergman, Arkansas Target entity description: Bergman, Arkansas is a small unincorporated community located in Boone County in northern Arkansas.
-
A.
Biscoe, Arkansas
Biscoe, Arkansas is a small town located in Prairie County in the central part of the state.
-
B.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
-
C.
Turrell, Arkansas
Turrell, Arkansas is a small city in eastern Arkansas located near the Mississippi River within the Memphis metropolitan area.
-
D.
Gurdon, Arkansas
Gurdon, Arkansas is a small city in southern Arkansas known historically for its timber industry and the local legend of the mysterious Gurdon Light.
-
E.
Edmondson, Arkansas
Edmondson, Arkansas is a small town in Crittenden County in eastern Arkansas, situated in the Mississippi River Delta region near the city of West Memphis.
- F. None of above. chosen
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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1819fbf8c8190ad80c93f1507aa73 |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:46 p.m.