Triple

T16282674
Position Surface form Disambiguated ID Type / Status
Subject Richland, Mississippi E395305 entity
Predicate hasFireService P8978 FINISHED
Object Richland Fire Department
The Richland Fire Department is the municipal fire and emergency response agency serving the city of Richland, Mississippi.
 E1205692 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: Richland Fire Department | Statement: [Richland, Mississippi, hasFireService, Richland Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richland Fire Department
Context triple: [Richland, Mississippi, hasFireService, Richland Fire Department]
  • A. Richland Police Department
    The Richland Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city limits of Richland, Mississippi.
  • B. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • C. Douglas County Fire Department
    The Douglas County Fire Department is the primary emergency response agency providing fire suppression, rescue, and related services throughout Douglas County, Georgia.
  • D. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • E. Greenfield Fire Department
    The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
  • 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: Richland Fire Department
Triple: [Richland, Mississippi, hasFireService, Richland Fire Department]
Generated description
The Richland Fire Department is the municipal fire and emergency response agency serving the city of Richland, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richland Fire Department
Target entity description: The Richland Fire Department is the municipal fire and emergency response agency serving the city of Richland, Mississippi.
  • A. Richland Police Department
    The Richland Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city limits of Richland, Mississippi.
  • B. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • C. Douglas County Fire Department
    The Douglas County Fire Department is the primary emergency response agency providing fire suppression, rescue, and related services throughout Douglas County, Georgia.
  • D. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • E. Greenfield Fire Department
    The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24911f11881909c98ddf829f077e9 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f93240881909d0beaddc92f0ad5 completed May 10, 2026, 6:02 a.m.
NEDg Description generation batch_6a0021459c4081908e4c1d2e0bc8a5be completed May 10, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0022247e908190842ca6186b4e9c4c completed May 10, 2026, 6:13 a.m.
Created at: April 10, 2026, 5:05 a.m.