Triple

T22156115
Position Surface form Disambiguated ID Type / Status
Subject Shaler Township, Pennsylvania E547541 entity
Predicate followsBuildingCode P29233 FINISHED
Object Pennsylvania Uniform Construction Code NE NERFINISHED

How this triple was built (3 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: Pennsylvania Uniform Construction Code | Statement: [Shaler Township, Pennsylvania, followsBuildingCode, Pennsylvania Uniform Construction Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Uniform Construction Code
Context triple: [Shaler Township, Pennsylvania, followsBuildingCode, Pennsylvania Uniform Construction Code]
  • A. New Jersey Uniform Construction Code enforcement
    New Jersey Uniform Construction Code enforcement is the statewide regulatory system that ensures building construction and safety standards are consistently applied and upheld across New Jersey.
  • B. New York State Energy Conservation Construction Code
    The New York State Energy Conservation Construction Code is a statewide building energy code that sets minimum efficiency and performance standards for the design, construction, and renovation of buildings in New York to reduce energy consumption and associated costs.
  • C. 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.
  • D. New York State Uniform Fire Prevention and Building Code
    The New York State Uniform Fire Prevention and Building Code is a statewide set of construction and safety standards designed to protect public health, safety, and welfare by regulating building design, materials, and fire protection measures across New York.
  • E. International Building Code
    The International Building Code is a model building code developed by the International Code Council that provides standardized, comprehensive regulations for the design and construction of buildings to ensure public health, safety, and welfare.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Uniform Construction Code
Target entity description: The Pennsylvania Uniform Construction Code is the statewide building code that sets minimum standards for construction, safety, and accessibility for buildings throughout Pennsylvania.
  • A. New Jersey Uniform Construction Code enforcement
    New Jersey Uniform Construction Code enforcement is the statewide regulatory system that ensures building construction and safety standards are consistently applied and upheld across New Jersey.
  • B. New York State Energy Conservation Construction Code
    The New York State Energy Conservation Construction Code is a statewide building energy code that sets minimum efficiency and performance standards for the design, construction, and renovation of buildings in New York to reduce energy consumption and associated costs.
  • C. 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.
  • D. New York State Uniform Fire Prevention and Building Code
    The New York State Uniform Fire Prevention and Building Code is a statewide set of construction and safety standards designed to protect public health, safety, and welfare by regulating building design, materials, and fire protection measures across New York.
  • E. International Building Code
    The International Building Code is a model building code developed by the International Code Council that provides standardized, comprehensive regulations for the design and construction of buildings to ensure public health, safety, and welfare.
  • F. None of above. chosen

Provenance (2 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12a29eb848190b0531ce7e45b1003 completed April 28, 2026, 9:44 p.m.
Created at: April 16, 2026, 8:33 p.m.