Triple
T19194194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Arkansas |
E469922
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Hempstead County, Arkansas |
—
|
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: Hempstead County, Arkansas | Statement: [Southwest Arkansas, contains, Hempstead County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hempstead County, Arkansas Context triple: [Southwest Arkansas, contains, Hempstead County, Arkansas]
-
A.
Hempstead County, Arkansas
chosen
Hempstead County, Arkansas is a county in southwestern Arkansas known for its agricultural heritage and as the home of the city of Hope.
-
B.
Calhoun County, Arkansas
Calhoun County, Arkansas is a rural county in southern Arkansas known for its timber industry, small population, and county seat of Hampton.
-
C.
Newton County, Arkansas
Newton County, Arkansas is a rural, mountainous county in northern Arkansas known for its scenic Ozark National Forest landscapes and outdoor recreation opportunities.
-
D.
Carroll County, Arkansas
Carroll County, Arkansas is a rural county in the Ozark Mountains of northern Arkansas, known for its historic towns like Eureka Springs and Berryville and its scenic natural landscapes.
-
E.
Randolph County, Arkansas
Randolph County, Arkansas is a largely rural county in northeastern Arkansas known for its rivers, forests, and outdoor recreation opportunities.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f8a409948190a17aa28a6e9c8844 |
completed | April 20, 2026, 9:57 a.m. |
Created at: April 10, 2026, 12:07 p.m.