Evidence map›Paper›PMID 42475566›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Continuity in geometric intuition between humans and monkeys.

Jialin Li, Isabelle Boni, Logan R Sandwick, Emily M Sanford, Caroline M DeLong, Li Wenjie, Margaret M Henderson, Steven T Piantadosi, Jessica F Cantlon

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Jialin Li *Department of Psychology, Carnegie Mellon University, Pittsburgh, PA 15213.ORCID 0009-0007-4439-440X
Isabelle Boni *Department of Psychology, University of California, Berkeley, CA 94720.ORCID 0000-0002-9041-5482
Logan R SandwickDepartment of Psychology, Carnegie Mellon University, Pittsburgh, PA 15213.ORCID 0009-0001-6477-9477
Emily M SanfordDepartment of Psychology, University of California, Berkeley, CA 94720.
Caroline M DeLongDepartment of Psychology, Rochester Institute of Technology, Rochester, NY 14623.ORCID 0000-0001-8728-9975
Li WenjieDepartment of Psychology, Carnegie Mellon University, Pittsburgh, PA 15213.
Margaret M HendersonDepartment of Psychology, Carnegie Mellon University, Pittsburgh, PA 15213.ORCID 0000-0001-9375-6680
Steven T PiantadosiDepartment of Psychology, University of California, Berkeley, CA 94720.ORCID 0000-0001-5499-4168
Jessica F CantlonDepartment of Psychology, Carnegie Mellon University, Pittsburgh, PA 15213.ORCID 0000-0003-0207-5615

Funding

Origins and Logic of Counting AlgorithmsR01HD085996 · NICHD · UNIVERSITY OF ROCHESTER · PI CANTLON, JESSICA F · 2016 to 2020
$1.6M
Gender, Early Spatial Cognition, and the Neural Basis of Mathematics in ChildrenR01HD107715 · NICHD · CARNEGIE-MELLON UNIVERSITY · PI Jessica F Cantlon · 2022 to 2026
$1.3M
HHS | National Institutes of Health (NIH) NIH R01HD107715HHS | National Institutes of Health (NIH) NIH R01HD107840National Science Foundation (NSF) DRL2026416National Science Foundation (NSF) NSF2148343NICHD NIH HHS R01 HD085996NICHD NIH HHS R01 HD107715
6 · The paper itself

Abstract

Geometric intuition is regarded as a hallmark of human intelligence. Humans hold a unique advantage in recognizing geometric shapes with Euclidean features (e.g., parallelism, symmetry) and have more sophisticated geometric concepts than nonhuman primates. A popular explanation for this human distinctiveness is that humans rely on discrete, symbolic features to encode geometric shapes, while other primates depend only on continuous perceptual features. The current study challenges this view. We used a match-to-sample task to test whether monkeys share geometric representations with humans. We found that monkeys combined high-level perceptual representations with abstract symbolic representations like humans, suggesting a graded, quantitative continuity in geometric intuition across species rather than a categorical, qualitative divide. Importantly, monkeys showed stronger reliance on symbolic features when processing rotated geometric shapes than preschoolers did with unrotated shapes, indicating that what appears to be symbolic representation may largely emerge from rotation-invariant encoding. These results challenge the hypothesis of human uniqueness in geometric intuition and suggest that its origins in humans are rooted in abstractions shared with primates.

Indexed as

CognitionIntuitionAnimalsFemaleHumansMalecognitiondevelopmental cognitionmathematical cognitionspatial cognition

Identifiers

PMID42475566
PMCPMC13416681

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.