Triple

T4541323
Position Surface form Disambiguated ID Type / Status
Subject Live Oak City Council E107535 entity
Predicate appliesLaw P125 FINISHED
Object City of Live Oak Code of Ordinances
The City of Live Oak Code of Ordinances is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within the City of Live Oak.
E451245 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 Code of Ordinances | Statement: [Live Oak City Council, appliesLaw, City of Live Oak Code of Ordinances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Live Oak Code of Ordinances
Context triple: [Live Oak City Council, appliesLaw, City of Live Oak Code of Ordinances]
  • A. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • B. Live Oak City Council
    Live Oak City Council is the municipal governing body responsible for creating local laws, setting policies, and overseeing city administration in Live Oak, Florida.
  • C. 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.
  • D. Houston City Charter
    The Houston City Charter is the foundational legal document that establishes the structure, powers, and governance framework of the municipal government of Houston, Texas.
  • E. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • 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 Code of Ordinances
Triple: [Live Oak City Council, appliesLaw, City of Live Oak Code of Ordinances]
Generated description
The City of Live Oak Code of Ordinances is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within the City of Live Oak.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Live Oak Code of Ordinances
Target entity description: The City of Live Oak Code of Ordinances is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within the City of Live Oak.
  • A. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • B. Live Oak City Council
    Live Oak City Council is the municipal governing body responsible for creating local laws, setting policies, and overseeing city administration in Live Oak, Florida.
  • C. 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.
  • D. Houston City Charter
    The Houston City Charter is the foundational legal document that establishes the structure, powers, and governance framework of the municipal government of Houston, Texas.
  • E. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • 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_69bd43f922788190b7edfa294e39b178 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57d219d88190a67ada845323d7fb completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb926f2608190bdc6379e81358c38 completed March 20, 2026, 9:16 p.m.
NEDg Description generation batch_69bdbe0b6aa88190b6e99e4be1b27935 completed March 20, 2026, 9:37 p.m.
NED2 Entity disambiguation (via description) batch_69bdbe5eda748190b6d83d5f2c73cff5 completed March 20, 2026, 9:38 p.m.
Created at: March 20, 2026, 1:04 p.m.