Triple

T6002917
Position Surface form Disambiguated ID Type / Status
Subject Town of Zionsville E133638 entity
Predicate hasSubdivision P747 FINISHED
Object Zionsville Fire Department
The Zionsville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Zionsville, Indiana.
 E562542 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: Zionsville Fire Department | Statement: [Town of Zionsville, hasSubdivision, Zionsville Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zionsville Fire Department
Context triple: [Town of Zionsville, hasSubdivision, Zionsville Fire Department]
  • A. Nicholasville Fire Department
    The Nicholasville Fire Department is the municipal fire and emergency response agency serving the city of Nicholasville, Kentucky.
  • B. Denison Fire Department
    The Denison Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the community of Denison.
  • C. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • D. Lexington Fire Department
    The Lexington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Lexington, Massachusetts.
  • E. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • 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: Zionsville Fire Department
Triple: [Town of Zionsville, hasSubdivision, Zionsville Fire Department]
Generated description
The Zionsville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Zionsville, Indiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zionsville Fire Department
Target entity description: The Zionsville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety support to the community of Zionsville, Indiana.
  • A. Nicholasville Fire Department
    The Nicholasville Fire Department is the municipal fire and emergency response agency serving the city of Nicholasville, Kentucky.
  • B. Denison Fire Department
    The Denison Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the community of Denison.
  • C. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • D. Lexington Fire Department
    The Lexington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Lexington, Massachusetts.
  • E. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • 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_69c00872444c8190bfaf1739dcec765c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04ee9cb0c8190a3361c36ac3944af completed March 22, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10888e58c8190a9454de046b27faf completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c10b5816548190b73f19e12cdf8e03 completed March 23, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69c10c39fb848190a557278d3cd23560 completed March 23, 2026, 9:47 a.m.
Created at: March 22, 2026, 4:06 p.m.