Triple
T17636989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalkaska County, Michigan |
E430120
|
entity |
| Predicate | hasLawEnforcement |
P13246
|
FINISHED |
| Object |
Kalkaska County Sheriff’s Office
The Kalkaska County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, corrections, and public safety services in Kalkaska County, Michigan.
|
E1278999
|
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: Kalkaska County Sheriff’s Office | Statement: [Kalkaska County, Michigan, hasLawEnforcement, Kalkaska County Sheriff’s Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalkaska County Sheriff’s Office Context triple: [Kalkaska County, Michigan, hasLawEnforcement, Kalkaska County Sheriff’s Office]
-
A.
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.
-
B.
Cass County Sheriff’s Office
The Cass County Sheriff’s Office is the primary law enforcement agency responsible for public safety, patrol, investigations, and jail operations within Cass County.
-
C.
Kalkaska County, Michigan
Kalkaska County, Michigan is a rural county in the northern Lower Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
D.
Calumet County Sheriff’s Office
The Calumet County Sheriff’s Office is the primary law enforcement agency responsible for policing, corrections, and public safety services throughout Calumet County, Wisconsin.
-
E.
Osceola County Sheriff’s Office
The Osceola County Sheriff’s Office is the primary law enforcement agency responsible for public safety and policing services throughout Osceola County, Florida.
- 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: Kalkaska County Sheriff’s Office Triple: [Kalkaska County, Michigan, hasLawEnforcement, Kalkaska County Sheriff’s Office]
Generated description
The Kalkaska County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, corrections, and public safety services in Kalkaska County, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kalkaska County Sheriff’s Office Target entity description: The Kalkaska County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, corrections, and public safety services in Kalkaska County, Michigan.
-
A.
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.
-
B.
Cass County Sheriff’s Office
The Cass County Sheriff’s Office is the primary law enforcement agency responsible for public safety, patrol, investigations, and jail operations within Cass County.
-
C.
Kalkaska County, Michigan
Kalkaska County, Michigan is a rural county in the northern Lower Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
D.
Calumet County Sheriff’s Office
The Calumet County Sheriff’s Office is the primary law enforcement agency responsible for policing, corrections, and public safety services throughout Calumet County, Wisconsin.
-
E.
Osceola County Sheriff’s Office
The Osceola County Sheriff’s Office is the primary law enforcement agency responsible for public safety and policing services throughout Osceola County, Florida.
- 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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46de1e0888190a3c8bbd451aed2fb |
completed | April 19, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a020aa1d3588190a0ed980338316770 |
completed | May 11, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_6a020b906b848190a2ff2dd7548809a4 |
completed | May 11, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a020c2ee784819082c0bbf09c12813b |
completed | May 11, 2026, 5:04 p.m. |
Created at: April 10, 2026, 5:52 a.m.