Triple

T20381447
Position Surface form Disambiguated ID Type / Status
Subject Quincy City Council E497837 entity
Predicate legalBasis P125 FINISHED
Object Quincy municipal code
The Quincy municipal code is the body of local laws and regulations that governs municipal operations, public conduct, and policymaking within the city of Quincy.
E1428244 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: Quincy municipal code | Statement: [Quincy City Council, legalBasis, Quincy municipal code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quincy municipal code
Context triple: [Quincy City Council, legalBasis, Quincy municipal code]
  • A. 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.
  • B. Quincy City Council
    Quincy City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Quincy, Washington.
  • C. Quincy City Council
    The Quincy City Council is the municipal legislative body responsible for creating local laws, policies, and budgets for the city of Quincy, Massachusetts.
  • D. Quincy City Council
    Quincy City Council is the elected legislative body responsible for making local laws, setting policies, and overseeing municipal governance in Quincy, Illinois.
  • E. City of Albany municipal code
    The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
  • 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: Quincy municipal code
Triple: [Quincy City Council, legalBasis, Quincy municipal code]
Generated description
The Quincy municipal code is the body of local laws and regulations that governs municipal operations, public conduct, and policymaking within the city of Quincy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quincy municipal code
Target entity description: The Quincy municipal code is the body of local laws and regulations that governs municipal operations, public conduct, and policymaking within the city of Quincy.
  • A. 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.
  • B. Quincy City Council
    Quincy City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Quincy, Washington.
  • C. Quincy City Council
    The Quincy City Council is the municipal legislative body responsible for creating local laws, policies, and budgets for the city of Quincy, Massachusetts.
  • D. Quincy City Council
    Quincy City Council is the elected legislative body responsible for making local laws, setting policies, and overseeing municipal governance in Quincy, Illinois.
  • E. City of Albany municipal code
    The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
  • 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_69e0b4a5b7908190a972e4e7e698ae94 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e678b0ee708190bdbe4aab28a61525 completed April 20, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087614b27c8190b5507fc1f2ef2891 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a08778ad444819094ab2194a97091bd completed May 16, 2026, 1:56 p.m.
NED2 Entity disambiguation (via description) batch_6a08786c55cc81909d7195602f483d13 completed May 16, 2026, 2 p.m.
Created at: April 16, 2026, 11:27 a.m.