Matthew effect
E846491
The Matthew effect is a sociological concept describing how individuals or groups who already possess advantages tend to accumulate more benefits over time, while those with fewer resources fall further behind.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Matthew effect canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T10183134 — 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: Matthew effect Context triple: [Robert K. Merton, coinedTerm, Matthew effect]
-
A.
Rubin–Ford effect
The Rubin–Ford effect is an observed large-scale motion of galaxies relative to the cosmic microwave background that provided early evidence for peculiar velocities and inhomogeneities in the universe’s expansion.
-
B.
Lusser's law
Lusser's law is a reliability engineering principle that states the overall reliability of a system is the product of the reliabilities of its individual components, highlighting how system reliability decreases as more components are added in series.
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C.
Pareto principle
The Pareto principle is an economic and management concept stating that roughly 80% of effects come from 20% of causes, often used to prioritize efforts and resources.
-
D.
Aitken’s Law
Aitken’s Law is a phonological rule in Scots and Scottish English that governs when vowels are pronounced long or short depending on their phonetic and morphological environment.
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E.
Law of the Maximum
The Law of the Maximum was a French Revolutionary price-control measure that fixed maximum prices on essential goods to curb inflation and protect the urban poor.
- 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: Matthew effect Target entity description: The Matthew effect is a sociological concept describing how individuals or groups who already possess advantages tend to accumulate more benefits over time, while those with fewer resources fall further behind.
-
A.
Rubin–Ford effect
The Rubin–Ford effect is an observed large-scale motion of galaxies relative to the cosmic microwave background that provided early evidence for peculiar velocities and inhomogeneities in the universe’s expansion.
-
B.
Lusser's law
Lusser's law is a reliability engineering principle that states the overall reliability of a system is the product of the reliabilities of its individual components, highlighting how system reliability decreases as more components are added in series.
-
C.
Pareto principle
The Pareto principle is an economic and management concept stating that roughly 80% of effects come from 20% of causes, often used to prioritize efforts and resources.
-
D.
Aitken’s Law
Aitken’s Law is a phonological rule in Scots and Scottish English that governs when vowels are pronounced long or short depending on their phonetic and morphological environment.
-
E.
Law of the Maximum
The Law of the Maximum was a French Revolutionary price-control measure that fixed maximum prices on essential goods to curb inflation and protect the urban poor.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
cumulative advantage process
ⓘ
social phenomenon ⓘ sociological concept ⓘ |
| appliesInContext |
citation patterns
ⓘ
distribution of research funding ⓘ educational achievement ⓘ labor markets ⓘ scientific recognition ⓘ social status attainment ⓘ wealth accumulation ⓘ |
| appliesTo |
countries
ⓘ
groups ⓘ individuals ⓘ institutions ⓘ organizations ⓘ |
| basedOn |
path dependence
ⓘ
positive feedback mechanisms ⓘ self-reinforcing processes ⓘ |
| characterizedBy |
cumulative advantage
ⓘ
cumulative disadvantage ⓘ increasing inequality over time ⓘ poor-get-poorer dynamics ⓘ rich-get-richer dynamics ⓘ |
| describes |
process where initial advantages lead to further gains
ⓘ
process where initial disadvantages lead to further losses ⓘ |
| explains |
persistence of social inequality
ⓘ
skewed distributions of rewards ⓘ why early success leads to disproportionate later success ⓘ |
| fieldOfUse |
bibliometrics
ⓘ
economics ⓘ education ⓘ science studies ⓘ social stratification research ⓘ sociology ⓘ |
| hasAlternativeName |
Matthew effect of accumulated advantage
NERFINISHED
ⓘ
cumulative advantage ⓘ |
| hasImplication |
early advantages can have long-term consequences
ⓘ
policy interventions may need to counter cumulative processes ⓘ small initial differences can lead to large outcome gaps ⓘ |
| hasOrigin | biblical Gospel of Matthew NERFINISHED ⓘ |
| nameRefersTo | verse Matthew 25:29 ⓘ |
| popularizedBy | Robert K. Merton NERFINISHED ⓘ |
| popularizedIn | 1968 ⓘ |
| popularizedInWork | "The Matthew Effect in Science" NERFINISHED ⓘ |
| relatedTo |
Pareto principle
NERFINISHED
ⓘ
network effects ⓘ path dependence in social systems ⓘ preferential attachment ⓘ winner-take-all markets ⓘ |
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: Matthew effect Description of subject: The Matthew effect is a sociological concept describing how individuals or groups who already possess advantages tend to accumulate more benefits over time, while those with fewer resources fall further behind.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.