Triple

T14927948
Position Surface form Disambiguated ID Type / Status
Subject City of Austell, Georgia (part) E372179 entity
Predicate emergencyServicesProvidedBy P1294 FINISHED
Object City of Austell Police Department
The City of Austell Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within Austell, Georgia.
E1127314 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: City of Austell Police Department | Statement: [City of Austell, Georgia (part), emergencyServicesProvidedBy, City of Austell Police Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Austell Police Department
Context triple: [City of Austell, Georgia (part), emergencyServicesProvidedBy, City of Austell Police Department]
  • A. Austell, Georgia
    Austell, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential communities and proximity to regional attractions like Six Flags Over Georgia.
  • B. Sterlington Police Department
    The Sterlington Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Sterlington, Louisiana.
  • C. Red Oak Police Department
    The Red Oak Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city limits of Red Oak, Texas.
  • D. Kennesaw Police Department
    The Kennesaw Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within the city of Kennesaw, Georgia.
  • E. Piedmont Police Department
    The Piedmont Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Piedmont.
  • 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: City of Austell Police Department
Triple: [City of Austell, Georgia (part), emergencyServicesProvidedBy, City of Austell Police Department]
Generated description
The City of Austell Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within Austell, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Austell Police Department
Target entity description: The City of Austell Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within Austell, Georgia.
  • A. Austell, Georgia
    Austell, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential communities and proximity to regional attractions like Six Flags Over Georgia.
  • B. Sterlington Police Department
    The Sterlington Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Sterlington, Louisiana.
  • C. Red Oak Police Department
    The Red Oak Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city limits of Red Oak, Texas.
  • D. Kennesaw Police Department
    The Kennesaw Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within the city of Kennesaw, Georgia.
  • E. Piedmont Police Department
    The Piedmont Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Piedmont.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded634e67881909daec9eaef188d09 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72c4f9c481909642efccb29f71d4 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe744b9c048190ae2a64da53d8ffac completed May 8, 2026, 11:39 p.m.
NED2 Entity disambiguation (via description) batch_69fe74d510808190a2379a2380fc327e completed May 8, 2026, 11:42 p.m.
Created at: April 10, 2026, 2:35 a.m.