Triple

T10683916
Position Surface form Disambiguated ID Type / Status
Subject Battle Creek Intermodal Transportation Center E251825 entity
Predicate publicTransitHubFor P423 FINISHED
Object Battle Creek metropolitan area E50095 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: Battle Creek metropolitan area | Statement: [Battle Creek Intermodal Transportation Center, publicTransitHubFor, Battle Creek metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Battle Creek metropolitan area
Context triple: [Battle Creek Intermodal Transportation Center, publicTransitHubFor, Battle Creek metropolitan area]
  • A. Traverse City micropolitan area
    The Traverse City micropolitan area is a U.S. Census-defined region in northwestern Michigan centered on Traverse City, encompassing surrounding communities that share its economic and social ties.
  • B. Battle Creek chosen
    Battle Creek is a mid-sized city in south-central Michigan known historically for its cereal industry and as the headquarters of Kellogg Company.
  • C. Battle Creek
    Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
  • D. Kalamazoo-Portage Metropolitan Statistical Area
    The Kalamazoo-Portage Metropolitan Statistical Area is a U.S. Census-defined region in southwestern Michigan centered on the cities of Kalamazoo and Portage, serving as a regional hub for education, healthcare, and manufacturing.
  • E. Kankakee metropolitan area
    The Kankakee metropolitan area is a small metropolitan region in northeastern Illinois centered on the city of Kankakee 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fcc5134c8190bcb1d96a32634c17 completed April 9, 2026, 1:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69de554ed3848190bba56ab52c05902c completed April 14, 2026, 2:55 p.m.
Created at: April 8, 2026, 9:10 p.m.