Documentation

Linglib.Phenomena.Generics.Data

Same prevalence, different truth judgments.

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    Classic asymmetry: "lays eggs" vs "is female"

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      "Has a liver" vs "has brown eyes"

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        True generic despite very low prevalence.

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          "Mosquitos carry malaria" - classic rare property generic

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            "Sharks attack swimmers"

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            • Phenomena.Generics.sharksAttack = { sentence := "Sharks attack swimmers", prevalence := 1 / 1000, judgment := 8 / 10, explanation := "Dangerous property", source := "Leslie 2008" }
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              "Ticks carry Lyme disease"

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              • Phenomena.Generics.ticksLyme = { sentence := "Ticks carry Lyme disease", prevalence := 1 / 50, judgment := 85 / 100, explanation := "Dangerous property", source := "Tessler & Goodman 2019" }
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                "Peacocks have colorful tails" - only males

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                  Dangerous/distinctive properties require less prevalence for generic acceptance.

                  • neutralSentence : String
                  • neutralPrevalenceNeeded :
                  • strikingSentence : String
                  • strikingPrevalenceNeeded :
                  • source : String
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                    Comparison: "carry malaria" needs less prevalence than "have wings"

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                      Subtypes of principled connections (@cite{prasada-dillingham-2006}).

                      Principled connections link a kind to a property via an explanatory relation — one can say why members have the property. The three subtypes differ in their tolerance for exceptions:

                      • formal: definitional/analytic ("Triangles have three sides"). Zero exceptions tolerated.
                      • constitutive: proper physical makeup ("Dogs have four legs"). Few exceptions tolerated (birth defects, injury).
                      • causal: causal mechanism ("Mosquitos carry malaria"). Many exceptions tolerated — the mechanism exists even if rarely manifested.
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                          Kind–property connection type (@cite{prasada-dillingham-2006}).

                          Principled connections support "bare" generics at any prevalence because the explanatory relation licenses the generalization. Statistical connections require high prevalence — there is no explanatory "why", just observed frequency.

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                              Connection type datum.

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                                "Triangles have three sides" — formal/definitional connection.

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                                  "Dogs have a heart" — constitutive connection.

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                                    "Mosquitos carry malaria" — causal connection.

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                                      "Dogs have brown fur" — statistical connection.

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                                        Habitual sentence datum.

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                                          "John smokes" requires regular behavior

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                                            "John smokes" false for one-time event

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                                              "John drinks" (alcohol) vs "John drinks" (any liquid)

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                                                Causal generic datum.

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                                                  "Smoking causes cancer"

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                                                    "Birth control pills cause blood clots"

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                                                    • Phenomena.Generics.pillsClots = { sentence := "Birth control pills cause blood clots", causalPower := 1 / 1000, judgment := 6 / 10, source := "Tessler & Goodman 2019" }
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                                                      Generics vs explicit quantifiers.

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                                                        "Tigers are striped" vs "All tigers are striped"

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                                                          "Ducks lay eggs" vs "All ducks lay eggs"

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                                                          • Phenomena.Generics.ducksLay = { generic := "Ducks lay eggs", quantified := "All ducks lay eggs", genericJudgment := 9 / 10, quantifiedJudgment := 3 / 10, source := "Leslie 2008" }
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                                                            Child generic acceptance with minimal evidence.

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