Triple

T18469099
Position Surface form Disambiguated ID Type / Status
Subject City of Live Oak Code of Ordinances E451245 entity
Predicate enforcedBy P1115 FINISHED
Object City of Live Oak police department
The City of Live Oak Police Department is the local law enforcement agency responsible for maintaining public safety and upholding municipal and state laws within the City of Live Oak.
E1326992 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 Live Oak police department | Statement: [City of Live Oak Code of Ordinances, enforcedBy, City of Live Oak police department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Live Oak police department
Context triple: [City of Live Oak Code of Ordinances, enforcedBy, City of Live Oak police department]
  • A. 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.
  • B. Tallahassee Police Department
    The Tallahassee Police Department is the municipal law enforcement agency responsible for public safety and policing in the city of Tallahassee, Florida.
  • C. Rowlett Police Department
    The Rowlett Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Rowlett, Texas.
  • D. Oakwood Public Safety Department
    Oakwood Public Safety Department is the municipal agency in Oakwood, Montgomery County, Ohio that provides integrated police, fire, and emergency medical services to the community.
  • E. Ocala Police Department
    The Ocala Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Ocala, Florida.
  • 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 Live Oak police department
Triple: [City of Live Oak Code of Ordinances, enforcedBy, City of Live Oak police department]
Generated description
The City of Live Oak Police Department is the local law enforcement agency responsible for maintaining public safety and upholding municipal and state laws within the City of Live Oak.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Live Oak police department
Target entity description: The City of Live Oak Police Department is the local law enforcement agency responsible for maintaining public safety and upholding municipal and state laws within the City of Live Oak.
  • A. 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.
  • B. Tallahassee Police Department
    The Tallahassee Police Department is the municipal law enforcement agency responsible for public safety and policing in the city of Tallahassee, Florida.
  • C. Rowlett Police Department
    The Rowlett Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Rowlett, Texas.
  • D. Oakwood Public Safety Department
    Oakwood Public Safety Department is the municipal agency in Oakwood, Montgomery County, Ohio that provides integrated police, fire, and emergency medical services to the community.
  • E. Ocala Police Department
    The Ocala Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Ocala, Florida.
  • 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5305e349c8190925166bc3dddb320 completed April 19, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f26ef7881908b594437995d7cbc completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a044369a6e08190b022d5a85dc8abde completed May 13, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_6a044bebd01081909b03b9dbb44f0b30 completed May 13, 2026, 10:01 a.m.
Created at: April 10, 2026, 11:34 a.m.