Triple

T12141861
Position Surface form Disambiguated ID Type / Status
Subject Sumter County, Florida E289202 entity
Predicate lawEnforcement P1429 FINISHED
Object Sumter County Sheriff’s Office
The Sumter County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Sumter County, Florida.
E966218 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: Sumter County Sheriff’s Office | Statement: [Sumter County, Florida, lawEnforcement, Sumter County Sheriff’s Office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sumter County Sheriff’s Office
Context triple: [Sumter County, Florida, lawEnforcement, Sumter County Sheriff’s Office]
  • A. Sumter County government
    Sumter County government is the local administrative authority responsible for providing public services, enforcing regulations, and managing county affairs in Sumter County, Georgia.
  • B. Suwannee County Sheriff’s Office
    The Suwannee County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Suwannee County, Florida.
  • C. Lee County Sheriff’s Office
    The Lee County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Lee County, Florida.
  • D. Walton County Sheriff’s Office
    The Walton County Sheriff’s Office is the primary law enforcement agency responsible for policing, public safety, and jail operations in Walton County, Florida.
  • E. Escambia County Sheriff’s Office
    The Escambia County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Escambia 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: Sumter County Sheriff’s Office
Triple: [Sumter County, Florida, lawEnforcement, Sumter County Sheriff’s Office]
Generated description
The Sumter County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Sumter County, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sumter County Sheriff’s Office
Target entity description: The Sumter County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Sumter County, Florida.
  • A. Sumter County government
    Sumter County government is the local administrative authority responsible for providing public services, enforcing regulations, and managing county affairs in Sumter County, Georgia.
  • B. Suwannee County Sheriff’s Office
    The Suwannee County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Suwannee County, Florida.
  • C. Lee County Sheriff’s Office
    The Lee County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Lee County, Florida.
  • D. Walton County Sheriff’s Office
    The Walton County Sheriff’s Office is the primary law enforcement agency responsible for policing, public safety, and jail operations in Walton County, Florida.
  • E. Escambia County Sheriff’s Office
    The Escambia County Sheriff’s Office is the primary law enforcement agency responsible for public safety, crime prevention, and jail operations in Escambia 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915a9838081909622cc14df2a2582 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f692ee048190ab42c92296fd28fb completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.