Triple

T6461995
Position Surface form Disambiguated ID Type / Status
Subject Vivek Goel E142142 entity
Predicate employer P7 FINISHED
Object Public Health Ontario
Public Health Ontario is a provincial agency that provides scientific and technical advice, research, and laboratory services to support public health and health system decision-making in Ontario, Canada.
E594310 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: Public Health Ontario | Statement: [Vivek Goel, employer, Public Health Ontario]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Health Ontario
Context triple: [Vivek Goel, employer, Public Health Ontario]
  • A. Ontario Health
    Ontario Health is a provincial agency in Ontario, Canada responsible for overseeing and coordinating the delivery of publicly funded health care services across the province.
  • B. Ministry of Health (Ontario)
    The Ministry of Health (Ontario) is the provincial government ministry responsible for overseeing Ontario’s health care system, including hospitals, public health, and health policy.
  • C. Toronto Public Health
    Toronto Public Health is the municipal public health agency responsible for protecting and promoting the health of residents in the city of Toronto, Canada.
  • D. Public Health Agency of Canada
    The Public Health Agency of Canada is the federal organization responsible for promoting and protecting public health in Canada, including leading research and responses to infectious disease threats.
  • E. Ontario Health Protection and Promotion Act
    The Ontario Health Protection and Promotion Act is a provincial law that establishes the framework, powers, and responsibilities for public health authorities and services in Ontario, Canada.
  • 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: Public Health Ontario
Triple: [Vivek Goel, employer, Public Health Ontario]
Generated description
Public Health Ontario is a provincial agency that provides scientific and technical advice, research, and laboratory services to support public health and health system decision-making in Ontario, Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Health Ontario
Target entity description: Public Health Ontario is a provincial agency that provides scientific and technical advice, research, and laboratory services to support public health and health system decision-making in Ontario, Canada.
  • A. Ontario Health
    Ontario Health is a provincial agency in Ontario, Canada responsible for overseeing and coordinating the delivery of publicly funded health care services across the province.
  • B. Ministry of Health (Ontario)
    The Ministry of Health (Ontario) is the provincial government ministry responsible for overseeing Ontario’s health care system, including hospitals, public health, and health policy.
  • C. Toronto Public Health
    Toronto Public Health is the municipal public health agency responsible for protecting and promoting the health of residents in the city of Toronto, Canada.
  • D. Public Health Agency of Canada
    The Public Health Agency of Canada is the federal organization responsible for promoting and protecting public health in Canada, including leading research and responses to infectious disease threats.
  • E. Ontario Health Protection and Promotion Act
    The Ontario Health Protection and Promotion Act is a provincial law that establishes the framework, powers, and responsibilities for public health authorities and services in Ontario, Canada.
  • 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_69c008d2f91c8190a8178767a35e08fc completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069f683248190a58beb60f009eafb completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64be4e6888190a685f447e9950163 completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64e4413f481908561a86bc9a9b0b2 completed March 27, 2026, 9:30 a.m.
NED2 Entity disambiguation (via description) batch_69c64ec0d40881908fda2e994f0f6ed5 completed March 27, 2026, 9:32 a.m.
Created at: March 22, 2026, 4:49 p.m.