Triple
T12505815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shady Point, Oklahoma |
E298944
|
entity |
| Predicate | hasRegionalAssociation |
P12445
|
FINISHED |
| Object | Fort Smith regional community |
E301357
|
NE FINISHED |
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: Fort Smith regional community | Statement: [Shady Point, Oklahoma, hasRegionalAssociation, Fort Smith regional community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Smith regional community Context triple: [Shady Point, Oklahoma, hasRegionalAssociation, Fort Smith regional community]
-
A.
Fort Smith metropolitan area
chosen
The Fort Smith metropolitan area is a multi-county urban and economic region centered on the city of Fort Smith, spanning parts of western Arkansas and eastern Oklahoma.
-
B.
Fort Smith, Arkansas
Fort Smith, Arkansas is a historic city in western Arkansas known for its 19th-century military fort, frontier heritage, and role as a key regional center near the Oklahoma border.
-
C.
Fort Smith
Fort Smith is a small town in the Northwest Territories of Canada, located near the Alberta border and known as a gateway to Wood Buffalo National Park and the Slave River rapids.
-
D.
Hot Springs Metropolitan Statistical Area
The Hot Springs Metropolitan Statistical Area is a U.S. Census-defined region in central Arkansas centered on the city of Hot Springs and its surrounding communities, used for demographic and economic analysis.
-
E.
Blytheville, Arkansas
Blytheville, Arkansas is a small city in northeastern Arkansas near the Mississippi River, historically known for its agricultural economy and later for its role as a regional industrial and transportation hub.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dfddf38819099263b8b1e804736 |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bb5af708190b3786da334c3bf23 |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:57 p.m.