Triple

T18469762
Position Surface form Disambiguated ID Type / Status
Subject City of Taylor E451264 entity
Predicate appliesLaw P125 FINISHED
Object City of Taylor Code of Ordinances
The City of Taylor 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 Taylor.
E1327029 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 Taylor Code of Ordinances | Statement: [City of Taylor, appliesLaw, City of Taylor Code of Ordinances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Taylor Code of Ordinances
Context triple: [City of Taylor, appliesLaw, City of Taylor Code of Ordinances]
  • A. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • B. Toronto Municipal Code
    The Toronto Municipal Code is the comprehensive collection of by-laws and regulations governing municipal affairs and services in the City of Toronto.
  • C. City of Highland Village municipal code
    The City of Highland Village municipal code is the body of local laws and regulations governing conduct, public safety, land use, and municipal operations within Highland Village, Texas.
  • D. 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.
  • E. Seattle Municipal Code
    The Seattle Municipal Code is the comprehensive collection of local laws and ordinances governing the City of Seattle’s operations, public conduct, land use, and regulatory frameworks.
  • 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 Taylor Code of Ordinances
Triple: [City of Taylor, appliesLaw, City of Taylor Code of Ordinances]
Generated description
The City of Taylor 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 Taylor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Taylor Code of Ordinances
Target entity description: The City of Taylor 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 Taylor.
  • A. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • B. Toronto Municipal Code
    The Toronto Municipal Code is the comprehensive collection of by-laws and regulations governing municipal affairs and services in the City of Toronto.
  • C. City of Highland Village municipal code
    The City of Highland Village municipal code is the body of local laws and regulations governing conduct, public safety, land use, and municipal operations within Highland Village, Texas.
  • D. 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.
  • E. Seattle Municipal Code
    The Seattle Municipal Code is the comprehensive collection of local laws and ordinances governing the City of Seattle’s operations, public conduct, land use, and regulatory frameworks.
  • 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.