Triple

T14584248
Position Surface form Disambiguated ID Type / Status
Subject Oelwein, Iowa E342271 entity
Predicate hasFireDepartment P464 FINISHED
Object Oelwein Fire Department
The Oelwein Fire Department is the municipal fire and emergency response agency serving the community of Oelwein, Iowa.
 E1110199 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: Oelwein Fire Department | Statement: [Oelwein, Iowa, hasFireDepartment, Oelwein Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oelwein Fire Department
Context triple: [Oelwein, Iowa, hasFireDepartment, Oelwein Fire Department]
  • A. Wedowee Fire Department
    The Wedowee Fire Department is the local firefighting and emergency response agency serving the town of Wedowee, Alabama.
  • B. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • C. 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.
  • D. Fairborn Fire Department
    The Fairborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Fairborn, Ohio.
  • E. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • 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: Oelwein Fire Department
Triple: [Oelwein, Iowa, hasFireDepartment, Oelwein Fire Department]
Generated description
The Oelwein Fire Department is the municipal fire and emergency response agency serving the community of Oelwein, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oelwein Fire Department
Target entity description: The Oelwein Fire Department is the municipal fire and emergency response agency serving the community of Oelwein, Iowa.
  • A. Wedowee Fire Department
    The Wedowee Fire Department is the local firefighting and emergency response agency serving the town of Wedowee, Alabama.
  • B. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • C. 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.
  • D. Fairborn Fire Department
    The Fairborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Fairborn, Ohio.
  • E. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4209b988190ad2a7b2dead8ffed completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda9167b888190abb8f301b0c7c55b completed May 8, 2026, 9:12 a.m.
NEDg Description generation batch_69fdb2b564748190a2545f9056bc3811 completed May 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69fdb41cf50081909b2b3e813ce86618 completed May 8, 2026, 9:59 a.m.
Created at: April 10, 2026, 1:24 a.m.