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.