Triple

T443111
Position Surface form Disambiguated ID Type / Status
Subject Apex, North Carolina E10155 entity
Predicate hasPoliceDepartment P13246 FINISHED
Object Apex Police Department
The Apex Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the town of Apex, North Carolina.
E55587 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: Apex Police Department | Statement: [Apex, North Carolina, hasPoliceDepartment, Apex Police Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apex Police Department
Context triple: [Apex, North Carolina, hasPoliceDepartment, Apex Police Department]
  • A. Dallas Police Department
    The Dallas Police Department is the primary law enforcement agency responsible for policing the city of Dallas, Texas, and investigating crimes within its jurisdiction.
  • B. Los Angeles Police Department
    The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
  • C. MCSO
    MCSO is the primary law enforcement agency responsible for providing policing, corrections, and public safety services in Multnomah County, Oregon.
  • D. Los Angeles County Sheriff's Department
    The Los Angeles County Sheriff's Department is the primary law enforcement agency serving Los Angeles County, California, responsible for policing unincorporated areas, operating county jails, and providing contract services to numerous cities.
  • E. Portland Police Bureau
    The Portland Police Bureau is the municipal law enforcement agency responsible for policing the city of Portland, Oregon.
  • 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: Apex Police Department
Triple: [Apex, North Carolina, hasPoliceDepartment, Apex Police Department]
Generated description
The Apex Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the town of Apex, North Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apex Police Department
Target entity description: The Apex Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the town of Apex, North Carolina.
  • A. Dallas Police Department
    The Dallas Police Department is the primary law enforcement agency responsible for policing the city of Dallas, Texas, and investigating crimes within its jurisdiction.
  • B. Los Angeles Police Department
    The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
  • C. MCSO
    MCSO is the primary law enforcement agency responsible for providing policing, corrections, and public safety services in Multnomah County, Oregon.
  • D. Los Angeles County Sheriff's Department
    The Los Angeles County Sheriff's Department is the primary law enforcement agency serving Los Angeles County, California, responsible for policing unincorporated areas, operating county jails, and providing contract services to numerous cities.
  • E. Portland Police Bureau
    The Portland Police Bureau is the municipal law enforcement agency responsible for policing the city of Portland, Oregon.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPoliceDepartment
Context triple: [Apex, North Carolina, hasPoliceDepartment, Apex Police Department]
  • A. policePrecinct
    Indicates that a specified location, building, or area functions as or is designated as a police precinct.
  • B. hasCityHall
    Indicates that a location or administrative area possesses or is served by a specific city hall building or institution.
  • C. hasMunicipalGovernment
    Indicates that an entity is administered or governed by a municipal-level governmental authority.
  • D. hasCityCouncil
    Indicates that an entity is governed or administered by a specific city council.
  • E. hasMayor
    Indicates that one entity serves as the mayor of another entity, typically a city, town, or municipality.
  • F. None of above. chosen

Provenance (7 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef43e8f88190a5d368add11a38c0 completed Feb. 28, 2026, 1:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69a43e73555481909fc972eed3337945 completed March 1, 2026, 1:26 p.m.
NEDg Description generation batch_69a43ef8ac148190a077d00090f5c9f0 completed March 1, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69a43f55507c8190b922f21d2b59e82d completed March 1, 2026, 1:29 p.m.
PD Predicate disambiguation batch_69a2edde2b9c8190bd20b582eb4c5065 completed Feb. 28, 2026, 1:30 p.m.
PDg Predicate description generation batch_69a2eeb9e6b0819093863959a6e5730a completed Feb. 28, 2026, 1:33 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.