Triple

T16157367
Position Surface form Disambiguated ID Type / Status
Subject National Fire Protection Association E392079 entity
Predicate developsStandard P73 FINISHED
Object NFPA 5000 Building Construction and Safety Code
NFPA 5000 Building Construction and Safety Code is a comprehensive model building code that establishes minimum design, construction, and life safety requirements to protect people and property from building-related hazards.
E1197317 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: NFPA 5000 Building Construction and Safety Code | Statement: [National Fire Protection Association, developsStandard, NFPA 5000 Building Construction and Safety Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NFPA 5000 Building Construction and Safety Code
Context triple: [National Fire Protection Association, developsStandard, NFPA 5000 Building Construction and Safety Code]
  • A. 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.
  • B. State Fire Prevention and Building Code Council
    The State Fire Prevention and Building Code Council is a New York State body responsible for developing and updating statewide fire prevention and building construction codes to ensure public safety.
  • C. 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.
  • 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. International Existing Building Code
    The International Existing Building Code is a model building code that provides standardized regulations and guidelines for the repair, alteration, addition, and change of occupancy of existing buildings.
  • 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: NFPA 5000 Building Construction and Safety Code
Triple: [National Fire Protection Association, developsStandard, NFPA 5000 Building Construction and Safety Code]
Generated description
NFPA 5000 Building Construction and Safety Code is a comprehensive model building code that establishes minimum design, construction, and life safety requirements to protect people and property from building-related hazards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NFPA 5000 Building Construction and Safety Code
Target entity description: NFPA 5000 Building Construction and Safety Code is a comprehensive model building code that establishes minimum design, construction, and life safety requirements to protect people and property from building-related hazards.
  • A. 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.
  • B. State Fire Prevention and Building Code Council
    The State Fire Prevention and Building Code Council is a New York State body responsible for developing and updating statewide fire prevention and building construction codes to ensure public safety.
  • C. 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.
  • 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. International Existing Building Code
    The International Existing Building Code is a model building code that provides standardized regulations and guidelines for the repair, alteration, addition, and change of occupancy of existing buildings.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5b57a48190b6fe21f1c63e1ba3 completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7b05a588190a44d1c922195a87b completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff87caefc8190836d690dfb2523f9 completed May 10, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fff98b3d7c8190bb284321d17f58e2 completed May 10, 2026, 3:20 a.m.
Created at: April 10, 2026, 5:01 a.m.