Triple

T16535220
Position Surface form Disambiguated ID Type / Status
Subject Butler County, Iowa E401672 entity
Predicate isPartOfStatisticalArea P294 FINISHED
Object Waterloo–Cedar Falls metropolitan area (partly, via commuting and media) E50907 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: Waterloo–Cedar Falls metropolitan area (partly, via commuting and media) | Statement: [Butler County, Iowa, isPartOfStatisticalArea, Waterloo–Cedar Falls metropolitan area (partly, via commuting and media)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waterloo–Cedar Falls metropolitan area (partly, via commuting and media)
Context triple: [Butler County, Iowa, isPartOfStatisticalArea, Waterloo–Cedar Falls metropolitan area (partly, via commuting and media)]
  • A. Waterloo–Cedar Falls metropolitan area chosen
    The Waterloo–Cedar Falls metropolitan area is a regional urban and economic hub in northeastern Iowa centered around the neighboring cities of Waterloo and Cedar Falls.
  • B. Cedar Falls–Waterloo area
    The Cedar Falls–Waterloo area is a metropolitan region in northeastern Iowa centered around the neighboring cities of Cedar Falls and Waterloo.
  • C. Kitchener–Waterloo metropolitan area
    The Kitchener–Waterloo metropolitan area is a major urban and technology hub in southwestern Ontario, Canada, centered on the twin cities of Kitchener and Waterloo.
  • D. Frederick metropolitan area
    The Frederick metropolitan area is a U.S. Census-defined region in central Maryland centered on the city of Frederick, encompassing surrounding suburban and semi-rural communities.
  • E. Washington, Iowa metropolitan area
    The Washington, Iowa metropolitan area is a small regional hub in southeastern Iowa centered on the city of Washington and its surrounding communities.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e345574d88819094548367bf983078 completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006093244081909ae74674de966d6d completed May 10, 2026, 10:40 a.m.
Created at: April 10, 2026, 5:15 a.m.