Triple

T21393904
Position Surface form Disambiguated ID Type / Status
Subject Wauconda, Illinois E527729 entity
Predicate hasFireProtectionDistrict P8978 FINISHED
Object Wauconda Fire District
Wauconda Fire District is a local emergency services agency that provides fire protection, rescue, and emergency medical response to Wauconda, Illinois and surrounding communities.
E1482245 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: Wauconda Fire District | Statement: [Wauconda, Illinois, hasFireProtectionDistrict, Wauconda Fire District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wauconda Fire District
Context triple: [Wauconda, Illinois, hasFireProtectionDistrict, Wauconda Fire District]
  • A. Peotone Fire Protection District
    Peotone Fire Protection District is the local fire and emergency medical services agency responsible for protecting the community of Peotone, Illinois and its surrounding area.
  • B. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • C. Menomonee Falls Fire Department
    The Menomonee Falls Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the community of Menomonee Falls, Wisconsin.
  • D. Prairie Band Potawatomi Nation Fire Department
    The Prairie Band Potawatomi Nation Fire Department is the tribal fire and emergency services agency that provides fire protection, rescue, and related emergency response for the Prairie Band Potawatomi Nation community and its lands.
  • E. Delta Township Fire Department
    The Delta Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response within Delta Township, Michigan.
  • 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: Wauconda Fire District
Triple: [Wauconda, Illinois, hasFireProtectionDistrict, Wauconda Fire District]
Generated description
Wauconda Fire District is a local emergency services agency that provides fire protection, rescue, and emergency medical response to Wauconda, Illinois and surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wauconda Fire District
Target entity description: Wauconda Fire District is a local emergency services agency that provides fire protection, rescue, and emergency medical response to Wauconda, Illinois and surrounding communities.
  • A. Peotone Fire Protection District
    Peotone Fire Protection District is the local fire and emergency medical services agency responsible for protecting the community of Peotone, Illinois and its surrounding area.
  • B. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • C. Menomonee Falls Fire Department
    The Menomonee Falls Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the community of Menomonee Falls, Wisconsin.
  • D. Prairie Band Potawatomi Nation Fire Department
    The Prairie Band Potawatomi Nation Fire Department is the tribal fire and emergency services agency that provides fire protection, rescue, and related emergency response for the Prairie Band Potawatomi Nation community and its lands.
  • E. Delta Township Fire Department
    The Delta Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response within Delta Township, Michigan.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFireProtectionDistrict
Context triple: [Wauconda, Illinois, hasFireProtectionDistrict, Wauconda Fire District]
  • A. hasFireServicesFrom
    Indicates that one entity receives fire protection or firefighting services from another entity.
  • B. fireJurisdiction chosen
    Indicates that one entity has official authority and responsibility over fire protection, prevention, or response activities within the area or domain of another entity.
  • C. hasFireRescueService
    Indicates that an entity is served by, or responsible for providing, a fire and rescue service.
  • D. hasFireStation
    Indicates that a location or area contains or is served by a fire station.
  • E. hasFireAndRescueServiceCategory
    Indicates the specific fire and rescue service classification or category assigned to an entity, such as a building, facility, or site.
  • 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee62cd30f08190aba90afed6116a2a completed April 26, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb4a9390819093f0ce34f96420ce completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea3994481908b7a782fd384603a completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bfa27d848190bb77d632359a11b3 completed May 17, 2026, 1:16 p.m.
PD Predicate disambiguation batch_69e6162bbfc88190a3e75859941b2638 completed April 20, 2026, 12:03 p.m.
Created at: April 16, 2026, 5:13 p.m.