Triple

T14770291
Position Surface form Disambiguated ID Type / Status
Subject United States Census Bureau metropolitan area of Petoskey micropolitan area E347111 entity
Predicate hasCoreUrbanCluster P106675 FINISHED
Object Petoskey urban cluster E72704 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: Petoskey urban cluster | Statement: [United States Census Bureau metropolitan area of Petoskey micropolitan area, hasCoreUrbanCluster, Petoskey urban cluster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Petoskey urban cluster
Context triple: [United States Census Bureau metropolitan area of Petoskey micropolitan area, hasCoreUrbanCluster, Petoskey urban cluster]
  • A. 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.
  • 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
    Petoskey is a resort and tourist city on the shores of Lake Michigan in northern Michigan, known for its scenic waterfront and distinctive fossilized coral stones called Petoskey stones.
  • D. Marquette micropolitan area
    The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
  • E. Houghton micropolitan area
    The Houghton micropolitan area is a small population center in Michigan’s Upper Peninsula centered around the city of Houghton and its surrounding communities.
  • 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: hasCoreUrbanCluster
Context triple: [United States Census Bureau metropolitan area of Petoskey micropolitan area, hasCoreUrbanCluster, Petoskey urban cluster]
  • A. isMetropolitanCoreOf
    Indicates that one area functions as the central, most urbanized core within a larger metropolitan region or system.
  • B. isCoreCity
    Indicates that a city serves as a primary, central, or most important urban area within a larger region, system, or network.
  • C. hasUrbanAgglomeration
    Indicates that an entity includes, is associated with, or is characterized by a specific urban agglomeration (a densely populated urban area and its surrounding zones).
  • D. hasCoreTown chosen
    Indicates that an entity possesses or is associated with a primary or central town that serves as its main urban center.
  • E. isUrbanCenter
    Indicates that a place functions as a primary, densely developed hub of population, services, and activities within a region.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec81334e08190a77d760e507d00ed completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24b41df881908119e183b8299c48 completed May 8, 2026, 6 p.m.
PD Predicate disambiguation batch_69de8c02e5c08190943c27594026faf7 completed April 14, 2026, 6:48 p.m.
Created at: April 10, 2026, 1:31 a.m.