Triple

T886714
Position Surface form Disambiguated ID Type / Status
Subject Ottawa County, Michigan E19145 entity
Predicate bordersCounty P6346 FINISHED
Object Allegan County, Michigan
Allegan County, Michigan is a county in the southwestern part of the state known for its Lake Michigan shoreline, agricultural areas, and mix of small towns and rural communities.
E55622 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: Allegan County, Michigan | Statement: [Ottawa County, Michigan, bordersCounty, Allegan County, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allegan County, Michigan
Context triple: [Ottawa County, Michigan, bordersCounty, Allegan County, Michigan]
  • A. Emmet County, Michigan
    Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
  • B. Macomb County, Michigan
    Macomb County, Michigan is a populous county in the Detroit metropolitan area known for its suburban communities, manufacturing base, and location along the western shore of Lake St. Clair.
  • C. Kalamazoo County, Michigan
    Kalamazoo County, Michigan is a county in the southwestern part of the state known for the city of Kalamazoo, its educational institutions, and a mix of urban and agricultural areas.
  • D. Ottawa County, Michigan
    Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
  • E. Genesee County, Michigan
    Genesee County, Michigan is a county in the U.S. state of Michigan best known for its county seat Flint, a historic center of the American auto industry and site of the Flint water crisis.
  • 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: Allegan County, Michigan
Triple: [Ottawa County, Michigan, bordersCounty, Allegan County, Michigan]
Generated description
Allegan County, Michigan is a county in the southwestern part of the state known for its Lake Michigan shoreline, agricultural areas, and mix of small towns and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allegan County, Michigan
Target entity description: Allegan County, Michigan is a county in the southwestern part of the state known for its Lake Michigan shoreline, agricultural areas, and mix of small towns and rural communities.
  • A. Emmet County, Michigan
    Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
  • B. Macomb County, Michigan
    Macomb County, Michigan is a populous county in the Detroit metropolitan area known for its suburban communities, manufacturing base, and location along the western shore of Lake St. Clair.
  • C. Kalamazoo County, Michigan
    Kalamazoo County, Michigan is a county in the southwestern part of the state known for the city of Kalamazoo, its educational institutions, and a mix of urban and agricultural areas.
  • D. Ottawa County, Michigan chosen
    Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
  • E. Genesee County, Michigan
    Genesee County, Michigan is a county in the U.S. state of Michigan best known for its county seat Flint, a historic center of the American auto industry and site of the Flint water crisis.
  • F. None of above.

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_69a4939c32488190a7ccd41cf0abb22b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ace714ec81909b0b1deaeac66be5 completed March 1, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac11931dc88190ac1cd0d0c68a151d completed March 7, 2026, 11:52 a.m.
NEDg Description generation batch_69ac15543924819081d80269e247dff9 completed March 7, 2026, 12:08 p.m.
NED2 Entity disambiguation (via description) batch_69ac15a711fc81909291403672eb9dd3 completed March 7, 2026, 12:10 p.m.
Created at: March 1, 2026, 7:39 p.m.