Triple

T9790834
Position Surface form Disambiguated ID Type / Status
Subject Fridley Public Schools E237601 entity
Predicate regionServed P82 FINISHED
Object Twin Cities metropolitan area E641168 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: Twin Cities metropolitan area | Statement: [Fridley Public Schools, regionServed, Twin Cities metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twin Cities metropolitan area
Context triple: [Fridley Public Schools, regionServed, Twin Cities metropolitan area]
  • A. Twin Cities area
    The Twin Cities area is a regional community centered around Rock Falls and its neighboring city, often treated as a single economic and social hub.
  • B. Seven-county Twin Cities region chosen
    The Seven-county Twin Cities region is the core metropolitan area of Minneapolis–Saint Paul in Minnesota, encompassing the primary urban and suburban counties that form the state’s largest population and economic center.
  • 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. Minneapolis–Saint Paul
    Minneapolis–Saint Paul is a major metropolitan area in Minnesota known for its twin cities, cultural institutions, and economic significance in the Upper Midwest.
  • E. Bismarck–Mandan metropolitan area
    The Bismarck–Mandan metropolitan area is a regional urban center in central North Dakota anchored by the neighboring cities of Bismarck and Mandan, serving as a hub for government, healthcare, and commerce.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda215b3108190a897552e1dc91cc4 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1e40ba788819084c3c01518a72e4e completed April 5, 2026, 4:24 a.m.
Created at: March 30, 2026, 8:28 p.m.