Triple

T12586391
Position Surface form Disambiguated ID Type / Status
Subject Kalamazoo County Parks system E300473 entity
Predicate operatedBy P86 FINISHED
Object Kalamazoo County Government
Kalamazoo County Government is the local governing body responsible for administering public services, policies, and facilities throughout Kalamazoo County, Michigan.
 E300470 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 Government | Statement: [Kalamazoo County Parks system, operatedBy, Kalamazoo County Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalamazoo County Government
Context triple: [Kalamazoo County Parks system, operatedBy, Kalamazoo County Government]
  • 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 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.
  • D. Kalamazoo County Circuit Court
    The Kalamazoo County Circuit Court is a Michigan state trial court of general jurisdiction that handles major civil and criminal cases, family law matters, and other significant legal proceedings for Kalamazoo County.
  • E. 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.
  • 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 Government
Triple: [Kalamazoo County Parks system, operatedBy, Kalamazoo County Government]
Generated description
Kalamazoo County Government is the local governing body responsible for administering public services, policies, and facilities throughout Kalamazoo County, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalamazoo County Government
Target entity description: Kalamazoo County Government is the local governing body responsible for administering public services, policies, and facilities throughout Kalamazoo County, Michigan.
  • A. Kalamazoo County Board of Commissioners chosen
    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 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.
  • D. Kalamazoo County Circuit Court
    The Kalamazoo County Circuit Court is a Michigan state trial court of general jurisdiction that handles major civil and criminal cases, family law matters, and other significant legal proceedings for Kalamazoo County.
  • E. 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.
  • 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_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_69f67190a20c8190918b465b67d25869 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6735b3de08190ab4665206fe71eb4 completed May 2, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69f6745a5c148190a76753fdb699706a completed May 2, 2026, 10:02 p.m.
Created at: April 9, 2026, 5:05 p.m.