Triple

T10151294
Position Surface form Disambiguated ID Type / Status
Subject St. Leonard, Maryland E232646 entity
Predicate hasPrimaryFireRescueService P62810 FINISHED
Object St. Leonard Volunteer Fire Department
The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
E843103 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: St. Leonard Volunteer Fire Department | Statement: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: St. Leonard Volunteer Fire Department
Context triple: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
  • A. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • B. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • C. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • D. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • E. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • 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: St. Leonard Volunteer Fire Department
Triple: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
Generated description
The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: St. Leonard Volunteer Fire Department
Target entity description: The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
  • A. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • B. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • C. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • D. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • E. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPrimaryFireRescueService
Context triple: [St. Leonard, Maryland, hasPrimaryFireRescueService, St. Leonard Volunteer Fire Department]
  • A. hasFireAndRescueServiceCategory
    Indicates the specific fire and rescue service classification or category assigned to an entity, such as a building, facility, or site.
  • B. hasFireServicesFrom chosen
    Indicates that one entity receives fire protection or firefighting services from another entity.
  • C. hasFireServiceCollege
    Indicates that an entity is associated with, or has jurisdiction over, a specific fire service training or educational college.
  • D. hasFireStation
    Indicates that a location or area contains or is served by a fire station.
  • E. fireRescue
    Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
  • F. None of above.

Provenance (6 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec0584a48190b65daa8370555c27 completed April 2, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e640d1e0819094d30556ccb958b0 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e750ceb08190bcb2d1b4c248b30d completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7c486ec819085ad0019ab12de2a completed April 5, 2026, 10:52 p.m.
PD Predicate disambiguation batch_69cd4ba4f5d88190ba68e63be10b08c7 completed April 1, 2026, 4:45 p.m.
Created at: March 30, 2026, 9:08 p.m.