Triple

T4187764
Position Surface form Disambiguated ID Type / Status
Subject Government of Detroit E88353 entity
Predicate uses P98 FINISHED
Object Detroit City Code
The Detroit City Code is the comprehensive collection of local laws and ordinances that govern municipal operations, public conduct, and regulatory standards within the city of Detroit.
 E419590 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: Detroit City Code | Statement: [Government of Detroit, uses, Detroit City Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Detroit City Code
Context triple: [Government of Detroit, uses, Detroit City Code]
  • A. Detroit City Charter
    The Detroit City Charter is the foundational governing document that outlines the structure, powers, and responsibilities of Detroit’s municipal government and its elected officials.
  • B. Chicago municipal code
    The Chicago Municipal Code is the comprehensive collection of laws and ordinances governing the City of Chicago’s government operations, public conduct, and regulatory frameworks.
  • C. Detroit City Council
    The Detroit City Council is the city's elected legislative body responsible for passing local laws, approving budgets, and overseeing municipal governance in Detroit, Michigan.
  • D. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • E. Illinois Municipal Code
    The Illinois Municipal Code is a body of state law that governs the powers, organization, and operations of municipalities within Illinois.
  • 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: Detroit City Code
Triple: [Government of Detroit, uses, Detroit City Code]
Generated description
The Detroit City Code is the comprehensive collection of local laws and ordinances that govern municipal operations, public conduct, and regulatory standards within the city of Detroit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Detroit City Code
Target entity description: The Detroit City Code is the comprehensive collection of local laws and ordinances that govern municipal operations, public conduct, and regulatory standards within the city of Detroit.
  • A. Detroit City Charter
    The Detroit City Charter is the foundational governing document that outlines the structure, powers, and responsibilities of Detroit’s municipal government and its elected officials.
  • B. Chicago municipal code
    The Chicago Municipal Code is the comprehensive collection of laws and ordinances governing the City of Chicago’s government operations, public conduct, and regulatory frameworks.
  • C. Detroit City Council
    The Detroit City Council is the city's elected legislative body responsible for passing local laws, approving budgets, and overseeing municipal governance in Detroit, Michigan.
  • D. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • E. Illinois Municipal Code
    The Illinois Municipal Code is a body of state law that governs the powers, organization, and operations of municipalities within Illinois.
  • 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0325a82c8190849d8a828e2c7b44 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a034f6481909a3126d8832f7821 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58abc256c8190ad37c8d213b8f11e completed March 14, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69b58b41916c81909eb2e5ab482a5fe1 completed March 14, 2026, 4:22 p.m.
Created at: March 9, 2026, 3:45 p.m.