Triple

T9078826
Position Surface form Disambiguated ID Type / Status
Subject Rantoul, Illinois E217559 entity
Predicate hasFireDepartment P464 FINISHED
Object Rantoul Fire Department
The Rantoul Fire Department is the municipal fire and emergency response agency serving the village of Rantoul, Illinois.
 E777975 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: Rantoul Fire Department | Statement: [Rantoul, Illinois, hasFireDepartment, Rantoul Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rantoul Fire Department
Context triple: [Rantoul, Illinois, hasFireDepartment, Rantoul Fire Department]
  • A. Redford Township Fire Department
    The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
  • B. Papillion Fire Department
    The Papillion Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Papillion, Nebraska.
  • 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. Calumet City Fire Department
    The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
  • E. 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.
  • 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: Rantoul Fire Department
Triple: [Rantoul, Illinois, hasFireDepartment, Rantoul Fire Department]
Generated description
The Rantoul Fire Department is the municipal fire and emergency response agency serving the village of Rantoul, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rantoul Fire Department
Target entity description: The Rantoul Fire Department is the municipal fire and emergency response agency serving the village of Rantoul, Illinois.
  • A. Redford Township Fire Department
    The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
  • B. Papillion Fire Department
    The Papillion Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Papillion, Nebraska.
  • 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. Calumet City Fire Department
    The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
  • E. 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.
  • 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_69ca83d6c14c8190bc056d927f00a2a2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc95c93ee48190842623b57e50f4cf completed April 1, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69d017baebb881908cfecd3438a17166 completed April 3, 2026, 7:40 p.m.
NEDg Description generation batch_69d0197673b48190a951d684d44823c1 completed April 3, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69d01a700ce48190868d445bde2462dc completed April 3, 2026, 7:52 p.m.
Created at: March 30, 2026, 7:12 p.m.