Triple
T8221000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheriff of Maricopa County |
E192058
|
entity |
| Predicate | isHeadOf |
P2537
|
FINISHED |
| Object |
Maricopa County Sheriff’s Office
The Maricopa County Sheriff’s Office is the primary law enforcement agency responsible for policing, jail operations, and related public safety services in Maricopa County, Arizona.
|
E719159
|
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: Maricopa County Sheriff’s Office | Statement: [Sheriff of Maricopa County, isHeadOf, Maricopa County Sheriff’s Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa County Sheriff’s Office Context triple: [Sheriff of Maricopa County, isHeadOf, Maricopa County Sheriff’s Office]
-
A.
Cochise County Sheriff's Office
The Cochise County Sheriff's Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations throughout Cochise County, Arizona.
-
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.
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.
-
D.
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.
-
E.
Arizona Department of Public Safety
The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout 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: Maricopa County Sheriff’s Office Triple: [Sheriff of Maricopa County, isHeadOf, Maricopa County Sheriff’s Office]
Generated description
The Maricopa County Sheriff’s Office is the primary law enforcement agency responsible for policing, jail operations, and related public safety services in Maricopa County, Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maricopa County Sheriff’s Office Target entity description: The Maricopa County Sheriff’s Office is the primary law enforcement agency responsible for policing, jail operations, and related public safety services in Maricopa County, Arizona.
-
A.
Cochise County Sheriff's Office
The Cochise County Sheriff's Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations throughout Cochise County, Arizona.
-
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.
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.
-
D.
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.
-
E.
Arizona Department of Public Safety
The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.
- 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_69ca82c9a8ac81908b011c38698456e4 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb77c782a8819086019ab6bac05749 |
completed | March 31, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccee01ed9c819086bfc35e89f7bad8 |
completed | April 1, 2026, 10:05 a.m. |
| NEDg | Description generation | batch_69ccf1bc720081908c4eabf58336318a |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05eaba1c81908510a20b1ca93821 |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:45 p.m.