Triple

T23010139

Position	Surface form	Disambiguated ID	Type / Status
Subject	Toronto Fire Services	`E572882`	entity
Predicate	regulatoryFramework	`P1051`	FINISHED
Object	Ontario Fire Code The Ontario Fire Code is a provincial regulation that sets out minimum fire safety standards for buildings and premises across Ontario, guiding fire prevention, protection systems, and emergency preparedness.	`E1566758`	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: Ontario Fire Code | Statement: [Toronto Fire Services, regulatoryFramework, Ontario Fire Code]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ontario Fire Code
Context triple: [Toronto Fire Services, regulatoryFramework, Ontario Fire Code]

A. Massachusetts State Fire Code
The Massachusetts State Fire Code is a comprehensive set of regulations governing fire prevention, protection systems, and life safety standards in buildings and facilities throughout the Commonwealth of Massachusetts.
B. Ontario Regulation 687/21
Ontario Regulation 687/21 is a provincial regulation under Ontario’s Conservation Authorities Act that sets out detailed rules governing the roles, operations, and programs of conservation authorities in the province.
C. Ontario Regulation 686/21
Ontario Regulation 686/21 is a provincial regulation under Ontario’s Conservation Authorities Act that sets out detailed rules and requirements governing the roles, operations, and programs of conservation authorities in the province.
D. 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.
E. 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.
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: Ontario Fire Code
Triple: [Toronto Fire Services, regulatoryFramework, Ontario Fire Code]

Generated description

The Ontario Fire Code is a provincial regulation that sets out minimum fire safety standards for buildings and premises across Ontario, guiding fire prevention, protection systems, and emergency preparedness.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ontario Fire Code
Target entity description: The Ontario Fire Code is a provincial regulation that sets out minimum fire safety standards for buildings and premises across Ontario, guiding fire prevention, protection systems, and emergency preparedness.

A. Massachusetts State Fire Code
The Massachusetts State Fire Code is a comprehensive set of regulations governing fire prevention, protection systems, and life safety standards in buildings and facilities throughout the Commonwealth of Massachusetts.
B. Ontario Regulation 687/21
Ontario Regulation 687/21 is a provincial regulation under Ontario’s Conservation Authorities Act that sets out detailed rules governing the roles, operations, and programs of conservation authorities in the province.
C. Ontario Regulation 686/21
Ontario Regulation 686/21 is a provincial regulation under Ontario’s Conservation Authorities Act that sets out detailed rules and requirements governing the roles, operations, and programs of conservation authorities in the province.
D. 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.
E. 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.
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_69e245b764cc8190a51be76f1d9611e1`	completed	April 17, 2026, 2:37 p.m.
NER	Named-entity recognition	`batch_69f18359f5548190b15a139eb09e30a0`	completed	April 29, 2026, 4:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0bf2a4a994819080e3aec3bc83d30f`	completed	May 19, 2026, 5:18 a.m.
NEDg	Description generation	`batch_6a0bfa853e448190ad7525deb3d181a7`	completed	May 19, 2026, 5:52 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0bfd3776008190a7f17a0107fb4e58`	completed	May 19, 2026, 6:03 a.m.

Created at: April 17, 2026, 3:51 p.m.