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glossary/core_ontology_concepts.tex

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@@ -184,11 +184,16 @@ \subsection*{Core Ontology Concepts}
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without embedding it as a foundational fact.
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See also \emph{Embedding}, \emph{Reification}.
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\item[Substrate]
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The foundational layer of an ontology,
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consisting of entities, identity conditions, and persistence criteria.
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A neutral substrate excludes causal and normative primitives,
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serving as a stable base for divergent interpretive layers.
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Also called \emph{substrate layer} or \emph{foundational layer}.
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\item[Substrate]
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The foundational layer of an ontology that functions as a shared
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representational base across interpretive frameworks.
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Formally, the \emph{substrate ontology} is the ontology whose
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foundational layer provides entities together with identity
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and persistence conditions.
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For brevity, this paper refers to that ontology simply as the
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\emph{substrate}.
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A neutral substrate excludes causal and normative primitives,
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serving as a stable base for divergent interpretive layers.
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Also called \emph{substrate layer} or \emph{foundational layer}.
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\end{description}

glossary/neutrality_interpretation.tex

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@@ -24,15 +24,15 @@ \subsection*{Neutrality and Interpretation}
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and framework-level conclusions, which may vary.
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\item[Compatibility]
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The property of an ontology and an interpretive framework
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The property of a substrate ontology and an interpretive framework
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such that their combination does not entail contradiction.
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Formally: $\mathcal{S} \cup \mathcal{F} \not\vdash \bot$.
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\item[Consistency ($\not\vdash \bot$)]
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The property of a set of statements such that no contradiction
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can be derived from its assertions.
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The notation $\mathcal{S} \not\vdash \bot$ indicates
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that an ontology $\mathcal{S}$ is consistent;
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that a substrate ontology $\mathcal{S}$ is consistent;
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$\mathcal{S} \vdash \bot$ indicates that $\mathcal{S}$ is inconsistent
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(i.e., both $p$ and $\neg p$ can be derived for some proposition $p$).
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se100_the_ontological_neutrality_theorem.tex

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\bigskip
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\noindent\textbf{Preview of Main Result.}
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\emph{Let $\mathcal{S}$ be an ontology intended to function
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\emph{Let $\mathcal{S}$ be a substrate ontology intended to function
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as a neutral substrate across diverse interpretive frameworks.
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Then $\mathcal{S}$ satisfies the requirements of neutrality
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if and only if its foundational Level of Abstraction
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accountability;
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neutrality constraints;
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extension stability;
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causal and normative commitment
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interpretive non-commitment;
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pre-causal;
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pre-normative
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}
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\input{sections/01_intro}

sections/01_intro.tex

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@@ -92,10 +92,17 @@ \subsection*{Design Problems in Shared Representation}
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Under this conception of neutrality, the substrate must remain
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usable across divergent legal, political, and analytic frameworks
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without requiring revision of the substrate itself.
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In this paper, a \emph{substrate ontology} is an ontology that serves
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as the shared representational base across interpretive frameworks.
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Its foundational layer provides the entities and relations over which
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interpretive frameworks reason and derive conclusions.
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For brevity, this ontology may be referred to as the \emph{substrate}.
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This requires a careful selection of the
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Level of Abstraction (LoA)~\citep{floridi2008levels}
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at which the substrate operates.
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Following Floridi, we argue that an LoA is
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Following Floridi, an LoA is
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defined by the set of observables it makes available;
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for a substrate to remain neutral,
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it must operate at an LoA that excludes
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\emph{conclusions}: causal attributions, responsibility
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assignments, or normative evaluations that are not
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asserted by the substrate itself.
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A \emph{neutral substrate} constrains which propositions may
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be asserted as commitments so that multiple frameworks may
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derive incompatible conclusions from the same substrate
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Under persistent disagreement, extensions to the substrate may
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introduce incompatible causal accounts or normative attributions,
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and those extensions are not required to converge.
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We treat substrate revision as an impermissible
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Substrate revision is treated as an impermissible
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mechanism for resolving interpretive conflict: the substrate
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must remain stable across extensions whose conclusions are
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mutually inconsistent.

sections/02_related.tex

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@@ -118,7 +118,7 @@ \subsection{Legal Ontologies: LKIF and Related Approaches}
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When legal interpretations diverge,
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as they routinely do across jurisdictions, over time,
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or under political contestation,
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the substrate itself must be revised
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the substrate ontology itself must be revised
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to accommodate disagreement.
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The result established here
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While Floridi uses these concepts
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to analyze the nature of data and knowledge, this paper applies
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them specifically to the problem of ontological neutrality.
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We argue that neutrality is a function of
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Under this view, neutrality is a function of
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operating at a foundational LoO
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with a deliberately restricted LoA.
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This paper extends Floridi's work by proving
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that certain classes of observables, causal and normative,
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that certain classes of observables, namely causal and normative,
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necessarily introduce interpretive entropy that
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renders an LoA unstable with respect to extensions.
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sections/03_requirements.tex

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@@ -77,7 +77,7 @@ \subsection{Interpretive Non-Commitment}
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The first requirement,
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under this definition of neutrality,
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is interpretive non-commitment.
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An ontology satisfies this requirement
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A substrate ontology satisfies this requirement
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if it does not assert any proposition
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whose truth value can vary across admissible interpretive frameworks.
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\begin{definition}[Interpretive Non-Commitment]
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\label{def:interpretive-non-commitment}
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An ontology $\mathcal{S}$ satisfies \emph{interpretive non-commitment}
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A substrate ontology $\mathcal{S}$ satisfies \emph{interpretive non-commitment}
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if it does not assert any framework-variant proposition:
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there is no proposition $p$ such that $\mathcal{S} \vdash p$
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and $p$ is framework-variant with respect to $\mathbb{F}$.
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under this definition,
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must therefore refrain from
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settling such questions at the ontological level.
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If an ontology asserts that a particular action was
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If a substrate ontology asserts that a particular action was
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obligatory, forbidden, or permitted,
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it necessarily privileges one normative framework over others.
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Similarly, if it asserts that one event caused another,
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Rather, causal conclusions depend on explanatory frameworks
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(e.g., statistical, mechanistic, or legal standards of causation)
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that may legitimately differ across admissible frameworks.
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In both cases, the ontology ceases to be neutral with respect to interpretation.
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In both cases, the substrate ontology ceases to be neutral with respect to interpretation.
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Interpretive non-commitment does not require the ontology
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Interpretive non-commitment does not require the substrate ontology
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to ignore normative or causal discourse altogether.
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Rather, it requires that the substrate operate
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at a Level of Abstraction (LoA)~\citep{floridi2008levels,floridi2011philosophy}
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The second requirement,
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given the neutrality role defined above,
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is extension stability.
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An ontology satisfies this requirement if it remains consistent
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A substrate ontology satisfies this requirement if it remains consistent
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when extended by incompatible interpretive frameworks.
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\begin{definition}[Extension Stability]
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\label{def:extension-stability}
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An ontology $\mathcal{S}$ satisfies \emph{extension stability}
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A substrate ontology $\mathcal{S}$ satisfies \emph{extension stability}
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if for all admissible frameworks $\mathcal{F} \in \mathbb{F}$,
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$\mathcal{S} \cup \mathcal{F} \not\vdash \bot$.
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\end{definition}
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the introduction of a new interpretive framework
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requires retracting or revising ontological assertions.
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Consider a substrate $\mathcal{S}$ used by two interpretive frameworks,
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Consider a substrate ontology $\mathcal{S}$ used by two interpretive frameworks,
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$\mathcal{F}_1$ and $\mathcal{F}_2$, that contradict each other
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($\mathcal{F}_1 \cup \mathcal{F}_2 \vdash \bot$).
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For $\mathcal{S}$ to remain stable, it must be separately consistent
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It is important to emphasize that neutrality,
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as defined here, is not global.
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A neutral ontology is not neutral with respect to
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A neutral substrate is not neutral with respect to
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existence, identity, or classification.
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It must take substantive positions on what kinds of entities exist,
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how they are distinguished, and what criteria govern their persistence.
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These requirements establish that neutrality is
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not a lack of content, but a categorical constraint:
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to remain stable under pluralistic interpretation,
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a foundational ontology satisfies both requirements if and only if it is
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a substrate ontology satisfies both requirements if and only if it is
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strictly pre-causal and pre-normative.
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The next section establishes the central result:
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a substrate satisfies both neutrality requirements
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if and only if its foundational layer excludes
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causal and normative commitments.
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The next section establishes the central result,
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identifying the structural constraints a substrate ontology
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must satisfy to function as a neutral substrate
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across divergent interpretive frameworks.

sections/04_formal_dev.tex

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\section{Formal Development of the Ontological Neutrality Theorem}
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\label{sec:formal-dev}
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Because interpretive frameworks derive conclusions
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while ontologies assert commitments,
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embedding framework-contestable propositions as substrate commitments
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produces incompatibility with some admissible framework.
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The following argument formalizes this constraint.
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This section establishes a necessary and sufficient condition
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on substrate design: the neutrality requirements
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defined in Section~\ref{sec:requirements}
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are satisfied if and only if causal and normative commitments
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are excluded from the substrate layer.
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Section~\ref{sec:requirements} defined the two neutrality
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requirements governing a substrate ontology:
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interpretive non-commitment and extension stability.
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This section establishes the relationship between those requirements
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and the structure of the substrate layer.
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Specifically, it proves that a substrate satisfies the neutrality
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requirements if and only if causal and normative commitments are excluded
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from the substrate.
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The argument is structural and logical rather than empirical:
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it follows from the interaction
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between interpretive disagreement and substrate-level ontological assertion.
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it follows from the interaction between interpretive disagreement
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and substrate-level commitments.
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All necessity and sufficiency claims in this section
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are relative to those requirements.
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are relative to the definitions introduced in
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Section~\ref{sec:requirements}.
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\subsection{Neutrality as Compatibility Across Admissible Frameworks}
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By definition, a neutral ontological substrate must remain compatible
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By definition, a neutral substrate must remain compatible
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with multiple admissible interpretive frameworks,
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even when those frameworks disagree.
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Compatibility here is understood in a strong sense:
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across all admissible interpretive frameworks.
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If the substrate asserts a proposition whose truth
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depends on a particular causal or normative interpretation,
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then there exist admissible frameworks that derive the negation of that proposition.
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then there exist admissible frameworks that derive
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both that proposition and its negation.
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Because neutrality requires the substrate to remain logically
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consistent when extended by every admissible framework,
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asserting such a proposition at the substrate layer
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A neutral substrate may contain vocabulary for representing
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causal or normative claims, provided those claims are represented as
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interpretive assertions rather than asserted as substrate-layer facts.
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What neutrality excludes is the elevation of a particular
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causal or normative conclusion to a foundational commitment of the ontology,
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since such conclusions may be rejected by other admissible frameworks.
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What neutrality excludes is asserting a causal or normative
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proposition as a substrate-level commitment,
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since such propositions may be rejected by some admissible framework.
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\subsection{Framework-Contestability and Substrate Incompatibility}
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\label{subsec:general-lemma}
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\begin{lemma}[Framework-Contestability Lemma]
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\label{lem:contestability}
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Let $\mathcal{S}$ be an ontology satisfying the neutrality requirements,
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Let $\mathcal{S}$ be a substrate ontology satisfying the neutrality requirements,
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and let $p$ be a proposition whose truth conditions depend on
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the conclusions of an interpretive framework rather than on
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framework-invariant referential structure.
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It is therefore a routine and expected feature of accountability systems
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that admissible frameworks disagree about normative conclusions.
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By Lemma~\ref{lem:contestability}, asserting any such conclusion
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By Lemma~\ref{lem:contestability}, asserting any such proposition
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as a substrate-layer commitment privileges one normative framework over others.
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Any framework that denies the asserted commitment becomes
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incompatible with the substrate,
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as it cannot be layered atop it without contradiction or revision.
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This incompatibility is not a matter of missing context or insufficient detail;
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it arises from the ontological act of asserting a contested normative
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commitment as a foundational fact.
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As a result, no ontology that asserts normative commitments
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commitment as a foundational fact of the substrate.
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As a result, no substrate that asserts normative commitments
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at the foundational layer can satisfy interpretive non-commitment,
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and when alternative normative interpretations arise,
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as they inevitably do,
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Causal attributions are framework-dependent
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in the sense of Lemma~\ref{lem:contestability}.
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Claims such as \textit{event A caused event B}
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Claims such as \textit{ $e_1$ caused $e_2$}
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depend on background assumptions about causal mechanisms,
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variable selection, counterfactual reasoning, and model scope.
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Distinct causal frameworks may be equally admissible
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while disagreeing about specific causal relationships.
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By Lemma~\ref{lem:contestability}, asserting any causal relation
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as a substrate-layer commitment necessarily commits the ontology
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as a substrate-layer commitment necessarily commits the substrate
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to one causal model among many.
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Frameworks that reject that model cannot be layered onto
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the substrate without conflict.
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Importantly, this argument does not rely on the presence
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of an active dispute over a specific event.
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Causal attribution cannot be asserted as a substrate-layer commitment
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Causal attribution cannot be asserted
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as a substrate-layer commitment
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without committing to a particular counterfactual or mechanistic logic:
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as soon as an ontology asserts $A \to B$ as a causal commitment,
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it excludes any framework that treats $A$ and $B$ as merely correlated
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or as having a common cause $Z$.
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as soon as a substrate asserts $\mathsf{Caused}(e_1,e_2)$,
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it excludes any framework that treats $e_1$ and $e_2$ as merely correlated
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or as effects of a common cause $z$.
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To be clear, \textit{pre-causal does not mean acausal}.
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The substrate does not deny that causation exists
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This is precisely the externalization the theorem requires.
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Reification preserves interpretive non-commitment
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only if the ontology refrains from simultaneously
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only if the substrate refrains from simultaneously
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asserting the reified content as a substrate-layer truth.
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If causal or normative relations are both asserted
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as substrate-layer facts and reified as claims,
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\begin{theorem}[Ontological Neutrality Theorem]
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\label{thm:neutrality}
307-
Let $\mathcal{S}$ be an ontology intended to function
308+
Let $\mathcal{S}$ be a substrate ontology intended to function
308309
as a neutral substrate across diverse interpretive frameworks,
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and let $\mathbb{F}$ be the set of admissible interpretive frameworks.
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Then $\mathcal{S}$ satisfies the requirements of neutrality

sections/99_appendixG.tex

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\addcontentsline{toc}{section}{Appendix A. Glossary of Terms}
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This appendix defines key terms used throughout the paper,
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organized into three groups.
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organized into three conceptual groups:
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core ontology concepts,
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neutrality and interpretation,
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and causal and normative concepts.
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\input{glossary/core_ontology_concepts}
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\input{glossary/neutrality_interpretation}

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