Triple

T3814822
Position Surface form Disambiguated ID Type / Status
Subject Daytona Beach City Commission E84225 entity
Predicate appliesLegalSystem P605 FINISHED
Object Daytona Beach municipal code
The Daytona Beach municipal code is the body of local laws and regulations governing city operations, public conduct, land use, and services within Daytona Beach, Florida.
E391785 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: Daytona Beach municipal code | Statement: [Daytona Beach City Commission, appliesLegalSystem, Daytona Beach municipal code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daytona Beach municipal code
Context triple: [Daytona Beach City Commission, appliesLegalSystem, Daytona Beach municipal code]
  • A. Daytona Beach City Commission
    The Daytona Beach City Commission is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing the governance of Daytona Beach, Florida.
  • B. Daytona Beach Police Department
    The Daytona Beach Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Daytona Beach, Florida.
  • C. Key West municipal code
    The Key West municipal code is the body of local laws and regulations governing the city of Key West, Florida, including its ordinances, administrative rules, and enforcement provisions.
  • D. Atlantic Beach City Commission
    The Atlantic Beach City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Atlantic Beach, Florida.
  • E. Daytona Beach Shores
    Daytona Beach Shores is a small coastal city in Volusia County, Florida, known for its beachfront resorts and location along the Atlantic shoreline near Daytona Beach.
  • 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: Daytona Beach municipal code
Triple: [Daytona Beach City Commission, appliesLegalSystem, Daytona Beach municipal code]
Generated description
The Daytona Beach municipal code is the body of local laws and regulations governing city operations, public conduct, land use, and services within Daytona Beach, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daytona Beach municipal code
Target entity description: The Daytona Beach municipal code is the body of local laws and regulations governing city operations, public conduct, land use, and services within Daytona Beach, Florida.
  • A. Daytona Beach City Commission
    The Daytona Beach City Commission is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing the governance of Daytona Beach, Florida.
  • B. Daytona Beach Police Department
    The Daytona Beach Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Daytona Beach, Florida.
  • C. Key West municipal code
    The Key West municipal code is the body of local laws and regulations governing the city of Key West, Florida, including its ordinances, administrative rules, and enforcement provisions.
  • D. Atlantic Beach City Commission
    The Atlantic Beach City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Atlantic Beach, Florida.
  • E. Daytona Beach Shores
    Daytona Beach Shores is a small coastal city in Volusia County, Florida, known for its beachfront resorts and location along the Atlantic shoreline near Daytona Beach.
  • 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_69aed931f5908190be2c07af66d4df25 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee8de9e948190bf461e55ad00eddb completed March 9, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb3ddc1481909fd4a8befb8ece17 completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fbd93b1481909f89d807ef870aa7 completed March 14, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4ffc51bc08190aef4548a351b5604 completed March 14, 2026, 6:27 a.m.
Created at: March 9, 2026, 3:17 p.m.