Triple

T11698384
Position Surface form Disambiguated ID Type / Status
Subject Apex Town Council E278054 entity
Predicate appliesLaw P125 FINISHED
Object Code of Ordinances of the Town of Apex
The Code of Ordinances of the Town of Apex is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within Apex, North Carolina.
E939686 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: Code of Ordinances of the Town of Apex | Statement: [Apex Town Council, appliesLaw, Code of Ordinances of the Town of Apex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Code of Ordinances of the Town of Apex
Context triple: [Apex Town Council, appliesLaw, Code of Ordinances of the Town of Apex]
  • A. Alexandria City Code
    The Alexandria City Code is the comprehensive collection of local laws and ordinances governing the City of Alexandria, Virginia.
  • B. Grandview municipal code
    The Grandview municipal code is the body of local laws and regulations governing the city of Grandview and guiding the operations and enforcement actions of its public agencies.
  • C. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • D. 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.
  • E. Arlington County Code
    The Arlington County Code is the body of local laws and ordinances governing Arlington County, Virginia, including the authority and procedures of its departments and agencies.
  • 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: Code of Ordinances of the Town of Apex
Triple: [Apex Town Council, appliesLaw, Code of Ordinances of the Town of Apex]
Generated description
The Code of Ordinances of the Town of Apex is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within Apex, North Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Code of Ordinances of the Town of Apex
Target entity description: The Code of Ordinances of the Town of Apex is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within Apex, North Carolina.
  • A. Alexandria City Code
    The Alexandria City Code is the comprehensive collection of local laws and ordinances governing the City of Alexandria, Virginia.
  • B. Grandview municipal code
    The Grandview municipal code is the body of local laws and regulations governing the city of Grandview and guiding the operations and enforcement actions of its public agencies.
  • C. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • D. 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.
  • E. Arlington County Code
    The Arlington County Code is the body of local laws and ordinances governing Arlington County, Virginia, including the authority and procedures of its departments and agencies.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a47df68c81908a91919a69b4880d completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef147e2e10819085eaed83fd955b6b completed April 27, 2026, 7:47 a.m.
NEDg Description generation batch_69ef3553a1748190b554463bcea8bd1d completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef51fe3824819099f440426d3e6888 completed April 27, 2026, 12:09 p.m.
Created at: April 8, 2026, 9:40 p.m.