Triple

T15427200
Position Surface form Disambiguated ID Type / Status
Subject Hermantown, Minnesota E369541 entity
Predicate metropolitanStatisticalArea P15840 FINISHED
Object Duluth, MN–WI Metropolitan Statistical Area E1141968 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: Duluth, MN–WI Metropolitan Statistical Area | Statement: [Hermantown, Minnesota, metropolitanStatisticalArea, Duluth, MN–WI Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duluth, MN–WI Metropolitan Statistical Area
Context triple: [Hermantown, Minnesota, metropolitanStatisticalArea, Duluth, MN–WI Metropolitan Statistical Area]
  • A. Duluth–Superior combined statistical area chosen
    The Duluth–Superior combined statistical area is a U.S. multi-county region centered on the twin ports of Duluth, Minnesota, and Superior, Wisconsin, encompassing their broader economic and commuting area.
  • B. Winona metropolitan area
    The Winona metropolitan area is a small regional urban center in southeastern Minnesota and western Wisconsin, anchored by the city of Winona along the Mississippi River.
  • C. Fargo–Moorhead metropolitan area
    The Fargo–Moorhead metropolitan area is a bi-state urban region centered on the neighboring cities of Fargo, North Dakota, and Moorhead, Minnesota, serving as a major economic, educational, and cultural hub for the Red River Valley.
  • D. Winona, Minnesota metropolitan area (Wisconsin portion)
    The Winona, Minnesota metropolitan area (Wisconsin portion) is the part of the Winona micropolitan region that lies across the Mississippi River in western Wisconsin, encompassing nearby communities economically and socially linked to the city of Winona.
  • E. Eau Claire–Chippewa Falls metropolitan area
    The Eau Claire–Chippewa Falls metropolitan area is a regional urban and economic hub in western Wisconsin centered around the cities of Eau Claire and Chippewa Falls.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ec1fb288190a3625b8e4f487dd1 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2cf5d788819086a94af42c2ec21a completed May 9, 2026, 12:47 p.m.
Created at: April 10, 2026, 3:20 a.m.