Triple
T3813103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cocopah Indian Tribe of Arizona |
E93181
|
entity |
| Predicate | hasLawEnforcementAgreementsWith |
P25776
|
FINISHED |
| Object |
Yuma County Sheriff’s Office
The Yuma County Sheriff’s Office is the primary law enforcement agency responsible for public safety, policing, and detention services in Yuma County, Arizona.
|
E389848
|
NE FINISHED |
How this triple was built (5 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: Yuma County Sheriff’s Office | Statement: [Cocopah Indian Tribe of Arizona, hasLawEnforcementAgreementsWith, Yuma County Sheriff’s Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yuma County Sheriff’s Office Context triple: [Cocopah Indian Tribe of Arizona, hasLawEnforcementAgreementsWith, Yuma County Sheriff’s Office]
-
A.
Yuma County, Arizona
Yuma County, Arizona is a southwestern Arizona county along the Colorado River known for its desert climate, extensive agricultural production, and border location adjacent to California and Mexico.
-
B.
Gila River Police Department
The Gila River Police Department is the law enforcement agency responsible for public safety and policing services within the Gila River Indian Community in Arizona.
-
C.
Fort McDowell Tribal Police Department
The Fort McDowell Tribal Police Department is the law enforcement agency responsible for public safety and policing services within the Fort McDowell Yavapai Nation in Arizona.
-
D.
Cochise County, Arizona
Cochise County, Arizona is a large, sparsely populated county in southeastern Arizona known for its historic Wild West towns, military presence at Fort Huachuca, and diverse desert and mountain landscapes.
-
E.
Salt River Police Department
The Salt River Police Department is the law enforcement agency responsible for public safety and policing services within the Salt River Pima-Maricopa Indian Community in Arizona.
- 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: Yuma County Sheriff’s Office Triple: [Cocopah Indian Tribe of Arizona, hasLawEnforcementAgreementsWith, Yuma County Sheriff’s Office]
Generated description
The Yuma County Sheriff’s Office is the primary law enforcement agency responsible for public safety, policing, and detention services in Yuma County, Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yuma County Sheriff’s Office Target entity description: The Yuma County Sheriff’s Office is the primary law enforcement agency responsible for public safety, policing, and detention services in Yuma County, Arizona.
-
A.
Yuma County, Arizona
Yuma County, Arizona is a southwestern Arizona county along the Colorado River known for its desert climate, extensive agricultural production, and border location adjacent to California and Mexico.
-
B.
Gila River Police Department
The Gila River Police Department is the law enforcement agency responsible for public safety and policing services within the Gila River Indian Community in Arizona.
-
C.
Fort McDowell Tribal Police Department
The Fort McDowell Tribal Police Department is the law enforcement agency responsible for public safety and policing services within the Fort McDowell Yavapai Nation in Arizona.
-
D.
Cochise County, Arizona
Cochise County, Arizona is a large, sparsely populated county in southeastern Arizona known for its historic Wild West towns, military presence at Fort Huachuca, and diverse desert and mountain landscapes.
-
E.
Salt River Police Department
The Salt River Police Department is the law enforcement agency responsible for public safety and policing services within the Salt River Pima-Maricopa Indian Community in Arizona.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLawEnforcementAgreementsWith Context triple: [Cocopah Indian Tribe of Arizona, hasLawEnforcementAgreementsWith, Yuma County Sheriff’s Office]
-
A.
enforcementAgency
chosen
Indicates that one entity serves as the authority responsible for enforcing laws, rules, or regulations related to another entity.
-
B.
hasPoliceDepartment
Indicates that an entity possesses, is served by, or is administratively associated with a police department.
-
C.
lawEnforcementStatus
Indicates the relationship between an entity and its current standing or condition with respect to law enforcement, such as being under investigation, wanted, detained, or cleared.
-
D.
hasPoliceStationsIn
Indicates that one entity possesses, manages, or contains one or more police stations located within the area or jurisdiction of another entity.
-
E.
hasMunicipalPartnershipWith
Indicates a formal cooperative or collaborative relationship established between two municipalities, typically involving shared projects, services, or governance initiatives.
- F. None of above.
Provenance (6 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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aef1515c688190a38332aedeed8a76 |
completed | March 9, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb3a69908190ba8e7ac37c8ca0f8 |
completed | March 14, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69b4fbf52fc88190a54ba5b374b2cdad |
completed | March 14, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fc6847e88190b6590aa2e56c8903 |
completed | March 14, 2026, 6:12 a.m. |
| PD | Predicate disambiguation | batch_69aee7482d708190a3ec74745b102a4c |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:16 p.m.