Triple

T3302982
Position Surface form Disambiguated ID Type / Status
Subject Harbor Springs Municipal Airport E69378 entity
Predicate regionServed P82 FINISHED
Object Harbor Springs–Petoskey area E72704 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: Harbor Springs–Petoskey area | Statement: [Harbor Springs Municipal Airport, regionServed, Harbor Springs–Petoskey area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harbor Springs–Petoskey area
Context triple: [Harbor Springs Municipal Airport, regionServed, Harbor Springs–Petoskey area]
  • A. Grand Traverse Bay area
    The Grand Traverse Bay area is a region in northern Michigan renowned for its extensive cherry orchards, scenic Lake Michigan shoreline, and vibrant tourism centered around Traverse City.
  • B. 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.
  • C. Petoskey micropolitan area chosen
    The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
  • D. Lake Huron North Shore region
    The Lake Huron North Shore region is a scenic area of northern Ontario known for its rugged shoreline, islands, and waterways along the northern edge of Lake Huron, including the North Channel.
  • E. Traverse City, Michigan
    Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0c662308190aad8b2a93e1c8a5c completed March 8, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a71b56c8190bb30eaada02ebdb5 completed March 12, 2026, 7:56 p.m.
Created at: March 8, 2026, 3:11 p.m.