Triple
T18609645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cross County, Arkansas |
E454856
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Hamlin, 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: Hamlin, Arkansas | Statement: [Cross County, Arkansas, hasUnincorporatedCommunity, Hamlin, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamlin, Arkansas Context triple: [Cross County, Arkansas, hasUnincorporatedCommunity, Hamlin, Arkansas]
-
A.
Humphrey, Arkansas
Humphrey, Arkansas is a small rural city located in southeastern Arkansas that spans Jefferson and Arkansas counties and is known for its agricultural surroundings and duck hunting.
-
B.
Johnson, Arkansas
Johnson, Arkansas is a small town in northwest Arkansas that forms part of the Fayetteville–Springdale metropolitan area.
-
C.
Hughes, Arkansas
Hughes, Arkansas is a small city in eastern Arkansas located within St. Francis County, historically known as a rural Delta community.
-
D.
Woodson, Arkansas
Woodson, Arkansas is an unincorporated community and census-designated place in central Arkansas known for its rural character and proximity to the Little Rock metropolitan area.
-
E.
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.
- 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: Hamlin, Arkansas Target entity description: Hamlin, Arkansas is a small unincorporated rural community located in Cross County in the eastern part of the state.
-
A.
Humphrey, Arkansas
Humphrey, Arkansas is a small rural city located in southeastern Arkansas that spans Jefferson and Arkansas counties and is known for its agricultural surroundings and duck hunting.
-
B.
Johnson, Arkansas
Johnson, Arkansas is a small town in northwest Arkansas that forms part of the Fayetteville–Springdale metropolitan area.
-
C.
Hughes, Arkansas
Hughes, Arkansas is a small city in eastern Arkansas located within St. Francis County, historically known as a rural Delta community.
-
D.
Woodson, Arkansas
Woodson, Arkansas is an unincorporated community and census-designated place in central Arkansas known for its rural character and proximity to the Little Rock metropolitan area.
-
E.
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.
- 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54d0048b08190a7dd407f14d95799 |
completed | April 19, 2026, 9:45 p.m. |
Created at: April 10, 2026, 11:45 a.m.