Triple

T16156019
Position Surface form Disambiguated ID Type / Status
Subject Flowood, Mississippi E392042 entity
Predicate hasEmergencyService P464 FINISHED
Object Flowood Fire Department
Flowood Fire Department is the municipal fire and emergency response agency serving the city of Flowood, Mississippi.
 E1198062 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: Flowood Fire Department | Statement: [Flowood, Mississippi, hasEmergencyService, Flowood Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flowood Fire Department
Context triple: [Flowood, Mississippi, hasEmergencyService, Flowood Fire Department]
  • A. Forest Park Fire Department
    The Forest Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the community of Forest Park.
  • B. 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.
  • C. 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.
  • D. Robertsdale Fire Department
    The Robertsdale Fire Department is the municipal fire and emergency response agency serving the city of Robertsdale, Alabama.
  • E. Wedowee Fire Department
    The Wedowee Fire Department is the local firefighting and emergency response agency serving the town of Wedowee, Alabama.
  • 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: Flowood Fire Department
Triple: [Flowood, Mississippi, hasEmergencyService, Flowood Fire Department]
Generated description
Flowood Fire Department is the municipal fire and emergency response agency serving the city of Flowood, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flowood Fire Department
Target entity description: Flowood Fire Department is the municipal fire and emergency response agency serving the city of Flowood, Mississippi.
  • A. Forest Park Fire Department
    The Forest Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the community of Forest Park.
  • B. 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.
  • C. 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.
  • D. Robertsdale Fire Department
    The Robertsdale Fire Department is the municipal fire and emergency response agency serving the city of Robertsdale, Alabama.
  • E. Wedowee Fire Department
    The Wedowee Fire Department is the local firefighting and emergency response agency serving the town of Wedowee, Alabama.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5aa57c8190a9d89dd57e30318f completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7ae46dc81908cba9152a6080c3a completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff86a556c819096bc008e1ca76e8c completed May 10, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fff926120081909f1042bf3a16ea10 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:01 a.m.