Triple

T16815790
Position Surface form Disambiguated ID Type / Status
Subject Warren County, Kentucky E408743 entity
Predicate hasEmergencyService P464 FINISHED
Object Warren County Emergency Management
Warren County Emergency Management is the local government agency responsible for coordinating disaster preparedness, response, and recovery efforts in Warren County, Kentucky.
 E1234646 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: Warren County Emergency Management | Statement: [Warren County, Kentucky, hasEmergencyService, Warren County Emergency Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warren County Emergency Management
Context triple: [Warren County, Kentucky, hasEmergencyService, Warren County Emergency Management]
  • A. Warren County government
    Warren County government is the local administrative authority responsible for governing Warren County, Iowa, including managing public services, ordinances, and county facilities.
  • B. Warren County Board of Commissioners
    The Warren County Board of Commissioners is the primary elected governing body responsible for setting policy, overseeing county services, and managing the budget for Warren County, Ohio.
  • C. Warren County Board of Commissioners
    The Warren County Board of Commissioners is the elected legislative and administrative body responsible for setting policy, overseeing county services, and managing the budget for Warren County, North Carolina.
  • D. Warren County Board of Supervisors
    The Warren County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing administration for Warren County, Virginia.
  • E. Clay County Emergency Management
    Clay County Emergency Management is the county-level agency in Clay County, Florida responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters.
  • 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: Warren County Emergency Management
Triple: [Warren County, Kentucky, hasEmergencyService, Warren County Emergency Management]
Generated description
Warren County Emergency Management is the local government agency responsible for coordinating disaster preparedness, response, and recovery efforts in Warren County, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warren County Emergency Management
Target entity description: Warren County Emergency Management is the local government agency responsible for coordinating disaster preparedness, response, and recovery efforts in Warren County, Kentucky.
  • A. Warren County government
    Warren County government is the local administrative authority responsible for governing Warren County, Iowa, including managing public services, ordinances, and county facilities.
  • B. Warren County Board of Commissioners
    The Warren County Board of Commissioners is the primary elected governing body responsible for setting policy, overseeing county services, and managing the budget for Warren County, Ohio.
  • C. Warren County Board of Commissioners
    The Warren County Board of Commissioners is the elected legislative and administrative body responsible for setting policy, overseeing county services, and managing the budget for Warren County, North Carolina.
  • D. Warren County Board of Supervisors
    The Warren County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing administration for Warren County, Virginia.
  • E. Clay County Emergency Management
    Clay County Emergency Management is the county-level agency in Clay County, Florida responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e1de908190aa3508770fb865cf completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2946ddc81908b1e7c662dc943ff completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b3aafac08190b3e0181780f45392 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b46ab0608190bc59abb99842e6d4 completed May 10, 2026, 4:38 p.m.
Created at: April 10, 2026, 5:23 a.m.