Triple

T10510009
Position Surface form Disambiguated ID Type / Status
Subject Bettendorf, Iowa E247886 entity
Predicate hasFireDepartment P464 FINISHED
Object Bettendorf Fire Department
The Bettendorf Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Bettendorf, Iowa.
 E868070 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: Bettendorf Fire Department | Statement: [Bettendorf, Iowa, hasFireDepartment, Bettendorf Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bettendorf Fire Department
Context triple: [Bettendorf, Iowa, hasFireDepartment, Bettendorf Fire Department]
  • A. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • B. South Holland Fire Department
    The South Holland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of South Holland, Illinois.
  • C. Waukee Fire Department
    The Waukee Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the community of Waukee, Iowa.
  • D. Coralville Fire Department
    The Coralville Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Coralville, Iowa.
  • E. Gurnee Fire Department
    The Gurnee Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Gurnee, Illinois.
  • 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: Bettendorf Fire Department
Triple: [Bettendorf, Iowa, hasFireDepartment, Bettendorf Fire Department]
Generated description
The Bettendorf Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Bettendorf, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bettendorf Fire Department
Target entity description: The Bettendorf Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Bettendorf, Iowa.
  • A. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • B. South Holland Fire Department
    The South Holland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of South Holland, Illinois.
  • C. Waukee Fire Department
    The Waukee Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the community of Waukee, Iowa.
  • D. Coralville Fire Department
    The Coralville Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Coralville, Iowa.
  • E. Gurnee Fire Department
    The Gurnee Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Gurnee, Illinois.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509b359ac8190b3683cc6b9c70a71 completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcee1db081908c791867e2438d30 completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8ca94508190a2a6beca7f01fbd8 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:27 p.m.