Triple

T17056728
Position Surface form Disambiguated ID Type / Status
Subject Pleasant Hill, Iowa E413839 entity
Predicate hasPublicService P6352 FINISHED
Object Pleasant Hill Fire Department
Pleasant Hill Fire Department is the municipal fire and emergency response agency serving the community of Pleasant Hill, Iowa.
 E1248965 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: Pleasant Hill Fire Department | Statement: [Pleasant Hill, Iowa, hasPublicService, Pleasant Hill Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pleasant Hill Fire Department
Context triple: [Pleasant Hill, Iowa, hasPublicService, Pleasant Hill Fire Department]
  • A. Pleasantville Fire Department
    Pleasantville Fire Department is the municipal fire and emergency response agency serving the community of Pleasantville, New Jersey.
  • B. Pleasant Hill Police Department
    The Pleasant Hill Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Pleasant Hill, Iowa.
  • C. Pleasant Valley Fire Department
    Pleasant Valley Fire Department is the municipal fire and emergency services agency responsible for protecting the community of Pleasant Valley, Missouri.
  • D. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • E. 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.
  • 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: Pleasant Hill Fire Department
Triple: [Pleasant Hill, Iowa, hasPublicService, Pleasant Hill Fire Department]
Generated description
Pleasant Hill Fire Department is the municipal fire and emergency response agency serving the community of Pleasant Hill, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pleasant Hill Fire Department
Target entity description: Pleasant Hill Fire Department is the municipal fire and emergency response agency serving the community of Pleasant Hill, Iowa.
  • A. Pleasantville Fire Department
    Pleasantville Fire Department is the municipal fire and emergency response agency serving the community of Pleasantville, New Jersey.
  • B. Pleasant Hill Police Department
    The Pleasant Hill Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Pleasant Hill, Iowa.
  • C. Pleasant Valley Fire Department
    Pleasant Valley Fire Department is the municipal fire and emergency services agency responsible for protecting the community of Pleasant Valley, Missouri.
  • D. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • E. 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.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3db7a96288190bd985f79c3f55623 completed April 18, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ed7f6fc81908d27a6581fcfa265 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012f6e3ba4819081aa185f5e968370 completed May 11, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a012fe91b7c8190a420bdd22f487f29 completed May 11, 2026, 1:24 a.m.
Created at: April 10, 2026, 5:34 a.m.