Triple

T2822455
Position Surface form Disambiguated ID Type / Status
Subject Chicago Department of Buildings E54840 entity
Predicate enforces P760 FINISHED
Object Chicago Mechanical Code
The Chicago Mechanical Code is the city’s official set of technical regulations governing the design, installation, and maintenance of mechanical systems such as heating, ventilation, and air conditioning in buildings.
 E34665 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: Chicago Mechanical Code | Statement: [Chicago Department of Buildings, enforces, Chicago Mechanical Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chicago Mechanical Code
Context triple: [Chicago Department of Buildings, enforces, Chicago Mechanical Code]
  • A. 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.
  • B. Illinois Municipal Code
    The Illinois Municipal Code is a body of state law that governs the powers, organization, and operations of municipalities within Illinois.
  • C. Chicago Department of Buildings
    The Chicago Department of Buildings is the city agency responsible for enforcing building codes, overseeing construction safety, and regulating building permits and inspections in Chicago.
  • D. Massachusetts State Building Code
    The Massachusetts State Building Code is a statewide set of regulations that governs the design, construction, alteration, and maintenance of buildings in Massachusetts to ensure safety, accessibility, and energy efficiency.
  • E. 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.
  • 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: Chicago Mechanical Code
Triple: [Chicago Department of Buildings, enforces, Chicago Mechanical Code]
Generated description
The Chicago Mechanical Code is the city’s official set of technical regulations governing the design, installation, and maintenance of mechanical systems such as heating, ventilation, and air conditioning in buildings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chicago Mechanical Code
Target entity description: The Chicago Mechanical Code is the city’s official set of technical regulations governing the design, installation, and maintenance of mechanical systems such as heating, ventilation, and air conditioning in buildings.
  • A. Chicago municipal code chosen
    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.
  • B. Illinois Municipal Code
    The Illinois Municipal Code is a body of state law that governs the powers, organization, and operations of municipalities within Illinois.
  • C. Chicago Department of Buildings
    The Chicago Department of Buildings is the city agency responsible for enforcing building codes, overseeing construction safety, and regulating building permits and inspections in Chicago.
  • D. Massachusetts State Building Code
    The Massachusetts State Building Code is a statewide set of regulations that governs the design, construction, alteration, and maintenance of buildings in Massachusetts to ensure safety, accessibility, and energy efficiency.
  • E. 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.
  • F. None of above.

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_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde71fdc08190b18660261fe24adf completed March 7, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8b751308190a7c6a670a245d97f completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afe9679c8c8190bde4584320918f0e completed March 10, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69b00ed5eaf88190826c45cc1d7d0ed6 completed March 10, 2026, 12:30 p.m.
Created at: March 6, 2026, 9:59 p.m.