Triple

T2235070
Position Surface form Disambiguated ID Type / Status
Subject Cowlitz County, Washington E49259 entity
Predicate hasPrimaryEconomicCenter P1027 FINISHED
Object Longview–Kelso urban area E219368 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: Longview–Kelso urban area | Statement: [Cowlitz County, Washington, hasPrimaryEconomicCenter, Longview–Kelso urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Longview–Kelso urban area
Context triple: [Cowlitz County, Washington, hasPrimaryEconomicCenter, Longview–Kelso urban area]
  • A. Longview–Kelso metropolitan area chosen
    The Longview–Kelso metropolitan area is a small bi-city region in southwestern Washington centered on the neighboring cities of Longview and Kelso, serving as a commercial and residential hub along the lower Columbia River.
  • B. Longview metropolitan area
    The Longview metropolitan area is a regional urban and economic hub in East Texas centered on the city of Longview and its surrounding communities.
  • C. Longview–Marshall metropolitan area
    The Longview–Marshall metropolitan area is a regional urban hub in East Texas centered on the cities of Longview and Marshall, forming a key population and economic center within the Ark-La-Tex region.
  • D. Longview
    "Longview" is a popular punk rock song by Green Day, best known for its distinctive bass line and themes of boredom and alienation.
  • E. Tri-Cities, Washington
    Tri-Cities, Washington is a metropolitan region in southeastern Washington State comprising the cities of Kennewick, Pasco, and Richland, known for its role in agriculture, energy, and scientific research.
  • 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: hasPrimaryEconomicCenter
Context triple: [Cowlitz County, Washington, hasPrimaryEconomicCenter, Longview–Kelso urban area]
  • A. isEconomicCenter
    Indicates that an entity functions as a primary hub for economic activity, such as trade, finance, or industry, within a region or system.
  • B. hasPopulationCenter
    Indicates that an area, region, or administrative unit contains or is served by a primary settlement or population hub.
  • C. isMajorCenterOf
    Indicates that a place serves as a primary hub or focal point for a particular activity, function, or domain.
  • D. hasPopulationCenterType
    Indicates the classification of a population center by its type, such as city, town, village, or other settlement category.
  • E. hasMajorEconomicRegion chosen
    Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc09297a481909e8fe6ec645de616 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71bd294c8190b46fc4ad69cb7c37 completed March 9, 2026, 7:07 a.m.
PD Predicate disambiguation batch_69abbdafc07881909101266a33ae7031 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:47 p.m.