Triple

T17656250
Position Surface form Disambiguated ID Type / Status
Subject City of Wamego E429631 entity
Predicate operates P24 FINISHED
Object Wamego Fire Department
The Wamego Fire Department is the municipal fire and emergency response agency serving the community of Wamego, Kansas.
 E1281736 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: Wamego Fire Department | Statement: [City of Wamego, operates, Wamego Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wamego Fire Department
Context triple: [City of Wamego, operates, Wamego Fire Department]
  • A. Cocopah Fire Department
    The Cocopah Fire Department is the emergency services agency responsible for fire protection and related public safety services within the Cocopah Indian Tribe community in Arizona.
  • B. Gila River Fire Department
    The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
  • C. Fort McDowell Fire Department
    The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
  • 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. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • 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: Wamego Fire Department
Triple: [City of Wamego, operates, Wamego Fire Department]
Generated description
The Wamego Fire Department is the municipal fire and emergency response agency serving the community of Wamego, Kansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wamego Fire Department
Target entity description: The Wamego Fire Department is the municipal fire and emergency response agency serving the community of Wamego, Kansas.
  • A. Cocopah Fire Department
    The Cocopah Fire Department is the emergency services agency responsible for fire protection and related public safety services within the Cocopah Indian Tribe community in Arizona.
  • B. Gila River Fire Department
    The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
  • C. Fort McDowell Fire Department
    The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
  • 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. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46e40e344819086a49c69f8f2956b completed April 19, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02231e338081908c54ac295290b417 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a0225108620819080c7ee956177767c completed May 11, 2026, 6:50 p.m.
NED2 Entity disambiguation (via description) batch_6a0225ae3ec08190ba86f9aff74c653f completed May 11, 2026, 6:53 p.m.
Created at: April 10, 2026, 6:06 a.m.