Triple

T21505835
Position Surface form Disambiguated ID Type / Status
Subject Le Mars city government E530594 entity
Predicate oversees P46 FINISHED
Object Le Mars Fire-Rescue Department — NE NERFINISHED

How this triple was built (2 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: Le Mars Fire-Rescue Department | Statement: [Le Mars city government, oversees, Le Mars Fire-Rescue Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Le Mars Fire-Rescue Department
Context triple: [Le Mars city government, oversees, Le Mars Fire-Rescue Department]
  • A. Le Mars Fire-Rescue Department chosen
    The Le Mars Fire-Rescue Department is the municipal agency responsible for fire protection, emergency medical response, and rescue services in Le Mars, Iowa.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Le Mars Police Department
    The Le Mars Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services in the city of Le Mars, Iowa.
  • D. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • E. Malakoff Fire Department
    The Malakoff Fire Department is a local fire and emergency response agency serving the community of Malakoff, Texas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c45c81f08190a6b8bbb70a45aae7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea7cb5588190a4473bbfe3f49cbb completed April 23, 2026, 9:46 a.m.
Created at: April 16, 2026, 6:24 p.m.