Triple

T10536125
Position Surface form Disambiguated ID Type / Status
Subject Savannah City Council E248566 entity
Predicate hasAuthorityOver P544 FINISHED
Object Savannah municipal code
The Savannah municipal code is the body of local laws and regulations governing the city of Savannah, Georgia, covering areas such as public safety, zoning, business licensing, and community standards.
E868709 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: Savannah municipal code | Statement: [Savannah City Council, hasAuthorityOver, Savannah municipal code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Savannah municipal code
Context triple: [Savannah City Council, hasAuthorityOver, Savannah municipal code]
  • A. Birmingham municipal code
    The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
  • 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. Savannah City Council
    The Savannah City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of Savannah, Georgia.
  • D. Boston municipal code
    The Boston municipal code is the comprehensive set of local laws and regulations that govern public conduct, land use, business activity, and municipal operations within the City of Boston.
  • E. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • 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: Savannah municipal code
Triple: [Savannah City Council, hasAuthorityOver, Savannah municipal code]
Generated description
The Savannah municipal code is the body of local laws and regulations governing the city of Savannah, Georgia, covering areas such as public safety, zoning, business licensing, and community standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Savannah municipal code
Target entity description: The Savannah municipal code is the body of local laws and regulations governing the city of Savannah, Georgia, covering areas such as public safety, zoning, business licensing, and community standards.
  • A. Birmingham municipal code
    The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
  • 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. Savannah City Council
    The Savannah City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of Savannah, Georgia.
  • D. Boston municipal code
    The Boston municipal code is the comprehensive set of local laws and regulations that govern public conduct, land use, business activity, and municipal operations within the City of Boston.
  • E. Tiburon Municipal Code
    The Tiburon Municipal Code is the body of local laws and regulations governing the town of Tiburon, California.
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50a1b20d48190a51358ec1af80371 completed April 7, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e507b408190ae3538d02536ef4c completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d91233a5d081908a8c9f6a3177f40e completed April 10, 2026, 3:07 p.m.
NED2 Entity disambiguation (via description) batch_69d912d18d2081909a6ebce1af1fb96a completed April 10, 2026, 3:10 p.m.
Created at: April 6, 2026, 12:31 p.m.