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.