Triple

T12586343
Position Surface form Disambiguated ID Type / Status
Subject Kalamazoo County Jail E300472 entity
Predicate jurisdiction P82 FINISHED
Object Kalamazoo County Sheriff’s Office
The Kalamazoo County Sheriff’s Office is the primary law enforcement agency for Kalamazoo County, Michigan, responsible for public safety services including patrol, investigations, and jail operations.
E992642 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: Kalamazoo County Sheriff’s Office | Statement: [Kalamazoo County Jail, jurisdiction, Kalamazoo County Sheriff’s Office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalamazoo County Sheriff’s Office
Context triple: [Kalamazoo County Jail, jurisdiction, Kalamazoo County Sheriff’s Office]
  • A. Kalamazoo County Board of Commissioners
    The Kalamazoo County Board of Commissioners is the elected legislative body responsible for setting policy, budgets, and overall direction for Kalamazoo County, Michigan.
  • B. 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.
  • C. Kalamazoo County Jail
    Kalamazoo County Jail is the primary detention facility serving Kalamazoo County, Michigan, housing individuals awaiting trial or serving short-term sentences under county jurisdiction.
  • D. Kalamazoo City Commission
    The Kalamazoo City Commission is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of the city of Kalamazoo, Michigan.
  • E. Kalamazoo County Parks system
    The Kalamazoo County Parks system is a network of public parks and recreational areas in Kalamazoo County, Michigan, offering outdoor activities, natural preservation, and community facilities for residents and visitors.
  • 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: Kalamazoo County Sheriff’s Office
Triple: [Kalamazoo County Jail, jurisdiction, Kalamazoo County Sheriff’s Office]
Generated description
The Kalamazoo County Sheriff’s Office is the primary law enforcement agency for Kalamazoo County, Michigan, responsible for public safety services including patrol, investigations, and jail operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalamazoo County Sheriff’s Office
Target entity description: The Kalamazoo County Sheriff’s Office is the primary law enforcement agency for Kalamazoo County, Michigan, responsible for public safety services including patrol, investigations, and jail operations.
  • A. Kalamazoo County Board of Commissioners
    The Kalamazoo County Board of Commissioners is the elected legislative body responsible for setting policy, budgets, and overall direction for Kalamazoo County, Michigan.
  • B. 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.
  • C. Kalamazoo County Jail
    Kalamazoo County Jail is the primary detention facility serving Kalamazoo County, Michigan, housing individuals awaiting trial or serving short-term sentences under county jurisdiction.
  • D. Kalamazoo City Commission
    The Kalamazoo City Commission is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of the city of Kalamazoo, Michigan.
  • E. Kalamazoo County Parks system
    The Kalamazoo County Parks system is a network of public parks and recreational areas in Kalamazoo County, Michigan, offering outdoor activities, natural preservation, and community facilities for residents and visitors.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954bbe72c8190aa11090bb6b480c9 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ebed164819083fbdaa775a59cd4 completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f66088890c8190b67a958d7f0822a6 completed May 2, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69f6613ce1108190851cf8491fe666c8 completed May 2, 2026, 8:40 p.m.
Created at: April 9, 2026, 5:05 p.m.