Triple

T2210622
Position Surface form Disambiguated ID Type / Status
Subject Waterloo–Cedar Falls metropolitan area E50907 entity
Predicate economicHubFor P8072 FINISHED
Object Northeastern Iowa E66966 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: Northeastern Iowa | Statement: [Waterloo–Cedar Falls metropolitan area, economicHubFor, Northeastern Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northeastern Iowa
Context triple: [Waterloo–Cedar Falls metropolitan area, economicHubFor, Northeastern Iowa]
  • A. Northeastern Iowa chosen
    Northeastern Iowa is a largely rural region of Iowa known for its rolling hills, agricultural communities, and small towns such as Cresco.
  • B. Southwestern Iowa
    Southwestern Iowa is a region of the U.S. state of Iowa that encompasses several counties, including Pottawattamie County, and is characterized by its mix of agricultural land, small cities, and proximity to the Missouri River and Omaha metropolitan area.
  • C. northwestern Iowa
    Northwestern Iowa is a largely rural region of the U.S. state of Iowa characterized by its agricultural economy, small towns, and proximity to the borders with South Dakota and Minnesota.
  • D. eastern Iowa
    Eastern Iowa is a region of the U.S. state of Iowa known for its mix of urban centers, including the Iowa City–Cedar Rapids corridor, and surrounding agricultural and rural communities.
  • E. western Iowa
    Western Iowa is the region of the U.S. state of Iowa encompassing its western counties, characterized by predominantly rural communities, agriculture, and small towns.
  • 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: economicHubFor
Context triple: [Waterloo–Cedar Falls metropolitan area, economicHubFor, Northeastern Iowa]
  • A. businessBase chosen
    Indicates that one entity serves as the primary business foundation, core location, or main operational base for another entity.
  • B. economicLink
    Indicates a relationship where entities are connected through economic interactions, dependencies, or exchanges such as trade, investment, or financial flows.
  • C. businessVenture
    Indicates a relationship where entities jointly engage in, operate, or are involved with a commercial or entrepreneurial undertaking.
  • D. businessFunction
    Indicates the specific role, activity, or operational function that an entity performs within a business context.
  • E. businessOrigin
    Indicates the place, source, or context from which a business or commercial entity originates or was established.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfeb889081908cddf58a57b216df completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71b629088190a5228a2f68500bd5 completed March 9, 2026, 7:07 a.m.
PD Predicate disambiguation batch_69abbdaa26d48190860c33fd464c4845 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:46 p.m.