Triple
T12172644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakhurst, California |
E290006
|
entity |
| Predicate | hasLawEnforcement |
P13246
|
FINISHED |
| Object |
Madera County Sheriff’s Office
The Madera County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety throughout Madera County, California, including the community of Oakhurst.
|
E967252
|
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: Madera County Sheriff’s Office | Statement: [Oakhurst, California, hasLawEnforcement, Madera County Sheriff’s Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madera County Sheriff’s Office Context triple: [Oakhurst, California, hasLawEnforcement, Madera County Sheriff’s Office]
-
A.
Stanislaus County Sheriff’s Office
The Stanislaus County Sheriff’s Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations in Stanislaus County, California.
-
B.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, court security, and related public safety services in Madison County, Kentucky.
-
C.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary law enforcement agency responsible for policing, corrections, and public safety services in Madison County, Alabama.
-
D.
Morgan County Sheriff’s Office
The Morgan County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, jail operations, and public safety services in Morgan County, Indiana.
-
E.
Marion County Sheriff’s Office
The Marion County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Marion 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: Madera County Sheriff’s Office Triple: [Oakhurst, California, hasLawEnforcement, Madera County Sheriff’s Office]
Generated description
The Madera County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety throughout Madera County, California, including the community of Oakhurst.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madera County Sheriff’s Office Target entity description: The Madera County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety throughout Madera County, California, including the community of Oakhurst.
-
A.
Stanislaus County Sheriff’s Office
The Stanislaus County Sheriff’s Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations in Stanislaus County, California.
-
B.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, court security, and related public safety services in Madison County, Kentucky.
-
C.
Madison County Sheriff’s Office
The Madison County Sheriff’s Office is the primary law enforcement agency responsible for policing, corrections, and public safety services in Madison County, Alabama.
-
D.
Morgan County Sheriff’s Office
The Morgan County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, jail operations, and public safety services in Morgan County, Indiana.
-
E.
Marion County Sheriff’s Office
The Marion County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Marion 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915dab42881908e2580c631d4d1cf |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6a6de3081908e5e0030c081d5a4 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f603b639208190a284fcd7e88e9d54 |
completed | May 2, 2026, 2:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60491eaec8190a16472fd37740ea0 |
completed | May 2, 2026, 2:05 p.m. |
Created at: April 8, 2026, 9:50 p.m.