Triple

T8046029
Position Surface form Disambiguated ID Type / Status
Subject Village of Clarendon Hills E187552 entity
Predicate hasPublicSafetyAgency P13246 FINISHED
Object Clarendon Hills Fire Department
The Clarendon Hills Fire Department is the municipal fire and emergency response agency serving the community of Clarendon Hills, Illinois.
 E706386 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: Clarendon Hills Fire Department | Statement: [Village of Clarendon Hills, hasPublicSafetyAgency, Clarendon Hills Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clarendon Hills Fire Department
Context triple: [Village of Clarendon Hills, hasPublicSafetyAgency, Clarendon Hills Fire Department]
  • A. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • B. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • C. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • D. Park Ridge Fire Department
    The Park Ridge Fire Department is the municipal fire and emergency response agency serving the community of Park Ridge, New Jersey.
  • E. Westmont Fire Department
    The Westmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Westmont.
  • 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: Clarendon Hills Fire Department
Triple: [Village of Clarendon Hills, hasPublicSafetyAgency, Clarendon Hills Fire Department]
Generated description
The Clarendon Hills Fire Department is the municipal fire and emergency response agency serving the community of Clarendon Hills, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Clarendon Hills Fire Department
Target entity description: The Clarendon Hills Fire Department is the municipal fire and emergency response agency serving the community of Clarendon Hills, Illinois.
  • A. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • B. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • C. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • D. Park Ridge Fire Department
    The Park Ridge Fire Department is the municipal fire and emergency response agency serving the community of Park Ridge, New Jersey.
  • E. Westmont Fire Department
    The Westmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Westmont.
  • 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_69ca82b00cb48190b59a300f70e97bd7 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f4d9ddc8190a7dcf85ed47ee6c3 completed March 31, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5711d2bc8190911f2cade7596be5 completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58edb31881909b6efd2fbbc2480e completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5ccee5648190a8ebdf8029eded98 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:24 p.m.