Triple

T387708
Position Surface form Disambiguated ID Type / Status
Subject Upper Peninsula of Michigan E8813 entity
Predicate contains P35 FINISHED
Object Gogebic County, Michigan
Gogebic County, Michigan is a sparsely populated county in the western Upper Peninsula known for its forests, lakes, and outdoor recreation near the Wisconsin border.
E59796 NE FINISHED

How this triple was built (4 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: Gogebic County, Michigan | Statement: [Upper Peninsula of Michigan, contains, Gogebic County, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gogebic County, Michigan
Context triple: [Upper Peninsula of Michigan, contains, Gogebic County, Michigan]
  • A. Houghton County, Michigan
    Houghton County, Michigan is a rural county in the Keweenaw Peninsula region of Michigan known for its historic copper mining heritage, Lake Superior shoreline, and home to Michigan Technological University in the city of Houghton.
  • B. Chippewa County, Michigan
    Chippewa County, Michigan is a large, sparsely populated county in Michigan’s Upper Peninsula known for Sault Ste. Marie, its border with Canada, and its significant natural and maritime heritage.
  • C. Marquette County, Michigan
    Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
  • D. Grand Traverse County, Michigan
    Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
  • E. Muskegon County, Michigan
    Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gogebic County, Michigan
Triple: [Upper Peninsula of Michigan, contains, Gogebic County, Michigan]
Generated description
Gogebic County, Michigan is a sparsely populated county in the western Upper Peninsula known for its forests, lakes, and outdoor recreation near the Wisconsin border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gogebic County, Michigan
Target entity description: Gogebic County, Michigan is a sparsely populated county in the western Upper Peninsula known for its forests, lakes, and outdoor recreation near the Wisconsin border.
  • A. Houghton County, Michigan
    Houghton County, Michigan is a rural county in the Keweenaw Peninsula region of Michigan known for its historic copper mining heritage, Lake Superior shoreline, and home to Michigan Technological University in the city of Houghton.
  • B. Chippewa County, Michigan
    Chippewa County, Michigan is a large, sparsely populated county in Michigan’s Upper Peninsula known for Sault Ste. Marie, its border with Canada, and its significant natural and maritime heritage.
  • C. Marquette County, Michigan
    Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
  • D. Grand Traverse County, Michigan
    Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
  • E. Muskegon County, Michigan
    Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
  • F. None of above. chosen

Provenance (5 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec5828d881909e8810061c02480c completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a467f9e87481909e59ee41f558689c completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a46a2e93f4819081b5e2e9f1beca71 completed March 1, 2026, 4:32 p.m.
NED2 Entity disambiguation (via description) batch_69a46a8c557881908458fe67f319e90a completed March 1, 2026, 4:34 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.