Triple
T12622282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope School District |
E301412
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Southwestern Arkansas |
E469922
|
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: Southwestern Arkansas | Statement: [Hope School District, region, Southwestern Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwestern Arkansas Context triple: [Hope School District, region, Southwestern Arkansas]
-
A.
southwest Arkansas
chosen
Southwest Arkansas is a largely rural region of the state known for its forests, lakes, and small towns, with Arkadelphia serving as one of its primary service and economic centers.
-
B.
Western Arkansas
Western Arkansas is a region of Arkansas that includes the city of Fort Smith and is characterized by its mix of Ozark foothills, river valleys, and historical frontier communities.
-
C.
southern Arkansas
Southern Arkansas is a region of the U.S. state of Arkansas known for its small cities, pine forests, and proximity to the Louisiana border.
-
D.
Northern Arkansas
Northern Arkansas is a region of Arkansas characterized by its Ozark Mountains, rural landscapes, and cultural ties that overlap both Southern and Upper South traditions.
-
E.
Central Arkansas
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
- 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_69d7bdeaf49c8190b13800111fa77ea3 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d960c8671881909a102d28b0e7f603 |
completed | April 10, 2026, 8:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e2588b448190b5dc5a5d37fd1897 |
completed | May 3, 2026, 5:51 a.m. |
Created at: April 9, 2026, 5:14 p.m.