Triple

T12419010
Position Surface form Disambiguated ID Type / Status
Subject DeSoto, Texas E296714 entity
Predicate hasEmergencyServices P464 FINISHED
Object DeSoto Fire Rescue
DeSoto Fire Rescue is the municipal fire and emergency medical services department serving the city of DeSoto, Texas.
 E980369 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: DeSoto Fire Rescue | Statement: [DeSoto, Texas, hasEmergencyServices, DeSoto Fire Rescue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DeSoto Fire Rescue
Context triple: [DeSoto, Texas, hasEmergencyServices, DeSoto Fire Rescue]
  • A. Sherman Fire-Rescue
    Sherman Fire-Rescue is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Sherman, Texas.
  • 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. South County Fire
    South County Fire is a regional fire and emergency medical services agency serving Lynnwood and surrounding communities in south Snohomish County, Washington.
  • D. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • E. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • 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: DeSoto Fire Rescue
Triple: [DeSoto, Texas, hasEmergencyServices, DeSoto Fire Rescue]
Generated description
DeSoto Fire Rescue is the municipal fire and emergency medical services department serving the city of DeSoto, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DeSoto Fire Rescue
Target entity description: DeSoto Fire Rescue is the municipal fire and emergency medical services department serving the city of DeSoto, Texas.
  • A. Sherman Fire-Rescue
    Sherman Fire-Rescue is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Sherman, Texas.
  • 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. South County Fire
    South County Fire is a regional fire and emergency medical services agency serving Lynnwood and surrounding communities in south Snohomish County, Washington.
  • D. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • E. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6efd748190a5d9396a343e41e1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f634933b9881909fd592ede7c3e49c completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356c21908190b34d1324da8f8052 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f63693f5c881909a9683a0c6a68739 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.