Triple
T9185068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jonesboro, Arkansas |
E220435
|
entity |
| Predicate | commercialCenterFor |
P77383
|
FINISHED |
| Object | northeast Arkansas |
E783817
|
NE FINISHED |
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: northeast Arkansas | Statement: [Jonesboro, Arkansas, commercialCenterFor, northeast Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northeast Arkansas Context triple: [Jonesboro, Arkansas, commercialCenterFor, northeast Arkansas]
-
A.
northeast Arkansas
chosen
Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
-
B.
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.
-
C.
eastern Arkansas
Eastern Arkansas is the region of the U.S. state of Arkansas lying along and near the Mississippi River, characterized by its Delta farmland, small cities, and rural communities.
-
D.
southwest Arkansas
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.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: commercialCenterFor Context triple: [Jonesboro, Arkansas, commercialCenterFor, northeast Arkansas]
-
A.
commercialArea
Indicates that the location or region is designated primarily for commercial activities such as businesses, shops, or services.
-
B.
centralBusiness
chosen
Indicates that an entity functions as the primary commercial or economic hub (central business area or role) in relation to another entity.
-
C.
shoppingCenterInstanceOf
Indicates that a specific shopping center is an instance of a particular type or class of shopping centers.
-
D.
commercialCategory
Indicates the type of commercial classification or business category under which an entity or transaction is grouped.
-
E.
centralLocation
Indicates that one entity serves as the primary or central place associated with another entity.
- F. None of above.
Provenance (4 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_69ca83e6d77c81909862b7afef56b1bf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccc318d5c081908c50b56e5783ea38 |
completed | April 1, 2026, 7:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d065d336a081909c092230e4a46f4e |
completed | April 4, 2026, 1:13 a.m. |
| PD | Predicate disambiguation | batch_69cc66090e5881908889dc1213815626 |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:24 p.m.