Triple

T10536599
Position Surface form Disambiguated ID Type / Status
Subject Mauldin, South Carolina E248578 entity
Predicate hasFireDepartment P464 FINISHED
Object Mauldin Fire Department
The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
 E868731 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: Mauldin Fire Department | Statement: [Mauldin, South Carolina, hasFireDepartment, Mauldin Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mauldin Fire Department
Context triple: [Mauldin, South Carolina, hasFireDepartment, Mauldin Fire Department]
  • A. 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.
  • B. Smithfield Fire Department
    The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
  • C. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • D. Old Town Fire Department
    Old Town Fire Department is the municipal fire and emergency response agency serving the community of Old Town, Maine.
  • E. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • 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: Mauldin Fire Department
Triple: [Mauldin, South Carolina, hasFireDepartment, Mauldin Fire Department]
Generated description
The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mauldin Fire Department
Target entity description: The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
  • A. 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.
  • B. Smithfield Fire Department
    The Smithfield Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Smithfield, Rhode Island.
  • C. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • D. Old Town Fire Department
    Old Town Fire Department is the municipal fire and emergency response agency serving the community of Old Town, Maine.
  • E. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50a554fb4819081e9618bab051dc6 completed April 7, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e507b408190ae3538d02536ef4c completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d91233a5d081908a8c9f6a3177f40e completed April 10, 2026, 3:07 p.m.
NED2 Entity disambiguation (via description) batch_69d912d18d2081909a6ebce1af1fb96a completed April 10, 2026, 3:10 p.m.
Created at: April 6, 2026, 12:31 p.m.