Environment and Lifestyle Epidemiology
E411445
Environment and Lifestyle Epidemiology is a research program that investigates how environmental exposures and lifestyle factors influence the risk and development of cancer in human populations.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Environment and Lifestyle Epidemiology canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T4075681 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Environment and Lifestyle Epidemiology Context triple: [International Agency for Research on Cancer, hasResearchProgram, Environment and Lifestyle Epidemiology]
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A.
Department of Epidemiology, Biostatistics and Occupational Health
The Department of Epidemiology, Biostatistics and Occupational Health is an academic unit at McGill University specializing in research and graduate education on population health, statistical methods, and workplace health risks.
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B.
Environmental Health Sciences Core Centers
Environmental Health Sciences Core Centers are specialized research hubs that support multidisciplinary studies on how environmental factors affect human health, providing shared resources, expertise, and infrastructure to investigators.
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C.
Epidemiology Section
The Epidemiology Section is a professional member group within the American Public Health Association that focuses on advancing epidemiologic research, practice, and policy to improve public health.
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D.
Cancer Epidemiology, Biomarkers & Prevention
Cancer Epidemiology, Biomarkers & Prevention is a peer-reviewed scientific journal focusing on research into the causes, prevention, and early detection of cancer through epidemiologic and biomarker studies.
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E.
Division of International Epidemiology and Population Studies
The Division of International Epidemiology and Population Studies is a research unit focused on global patterns, causes, and control of diseases and population health dynamics.
- 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: Environment and Lifestyle Epidemiology Target entity description: Environment and Lifestyle Epidemiology is a research program that investigates how environmental exposures and lifestyle factors influence the risk and development of cancer in human populations.
-
A.
Department of Epidemiology, Biostatistics and Occupational Health
The Department of Epidemiology, Biostatistics and Occupational Health is an academic unit at McGill University specializing in research and graduate education on population health, statistical methods, and workplace health risks.
-
B.
Environmental Health Sciences Core Centers
Environmental Health Sciences Core Centers are specialized research hubs that support multidisciplinary studies on how environmental factors affect human health, providing shared resources, expertise, and infrastructure to investigators.
-
C.
Epidemiology Section
The Epidemiology Section is a professional member group within the American Public Health Association that focuses on advancing epidemiologic research, practice, and policy to improve public health.
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D.
Cancer Epidemiology, Biomarkers & Prevention
Cancer Epidemiology, Biomarkers & Prevention is a peer-reviewed scientific journal focusing on research into the causes, prevention, and early detection of cancer through epidemiologic and biomarker studies.
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E.
Division of International Epidemiology and Population Studies
The Division of International Epidemiology and Population Studies is a research unit focused on global patterns, causes, and control of diseases and population health dynamics.
- F. None of above. chosen
Statements (41)
| Predicate | Object |
|---|---|
| instanceOf |
cancer epidemiology program
ⓘ
epidemiology research program ⓘ research program ⓘ |
| aimsTo |
identify modifiable risk factors for cancer
ⓘ
inform cancer prevention strategies ⓘ understand how environmental exposures influence cancer risk ⓘ understand how lifestyle factors influence cancer risk ⓘ |
| contributesTo |
evidence-based cancer screening guidelines
ⓘ
public health policy on cancer prevention ⓘ risk assessment for environmental carcinogens ⓘ |
| fieldOfStudy |
cancer epidemiology
ⓘ
environmental epidemiology ⓘ lifestyle epidemiology ⓘ |
| focusesOn |
population-level patterns of cancer
ⓘ
risk factor distribution in populations ⓘ |
| goal |
identify high-risk groups for targeted interventions
ⓘ
reduce cancer incidence through prevention ⓘ |
| investigates |
air pollution in relation to cancer
ⓘ
alcohol consumption in relation to cancer ⓘ diet and nutrition in relation to cancer ⓘ environmental chemicals in relation to cancer ⓘ gene–environment interactions in cancer ⓘ occupational exposures in relation to cancer ⓘ physical activity in relation to cancer ⓘ radiation exposure in relation to cancer ⓘ tobacco use in relation to cancer ⓘ |
| relatedTo |
molecular epidemiology
ⓘ
occupational health ⓘ public health ⓘ toxicology ⓘ |
| studies |
cancer development
ⓘ
cancer risk ⓘ environmental exposures ⓘ human populations ⓘ lifestyle factors ⓘ |
| usesMethod |
case-control studies
ⓘ
cohort studies ⓘ cross-sectional studies ⓘ exposure assessment ⓘ observational studies ⓘ statistical modeling ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Environment and Lifestyle Epidemiology Description of subject: Environment and Lifestyle Epidemiology is a research program that investigates how environmental exposures and lifestyle factors influence the risk and development of cancer in human populations.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.
International Agency for Research on Cancer
→
hasResearchProgram
→
Environment and Lifestyle Epidemiology
ⓘ