J. Rogers, SE Ohio,
The Four-Layer Linguistic Architecture
Layer 1: The Semantic Substrate (𝒮ₛ)
- Pure relational meaning: entities connected by semantic relations
- Dimensionless conceptual relationships:
agent ↔ action ↔ patient - Temporal flow as inherent substrate structure
Layer 2: The Grammatical Axes (𝒢)
Decomposition of semantic coherence into distinct grammatical categories:
- Temporal Axis: Tense/aspect categories (past, present, future, perfect, progressive)
- Agentive Axis: Subject-object role assignments
- Relational Axis: Verb categories (transitive, intransitive, modal)
- Determiner Axis: Definiteness/specificity markers
Layer 3: Language Coordinate Charts (ℒ)
Specific language systems (English, French, Mandarin, etc.) with:
- Morphisms as translation/conversion maps between languages
- Each language as a "gauge choice" for grammatical projection
Layer 4: The Utterance World (𝒰)
Concrete sentences with specific word choices, syntax, and morphology
Formal Structure: π : 𝒰 → 𝒢
𝒢: Category of grammatical relationship types
- Objects: Semantic relation categories (Agent-Action, Action-Patient, etc.)
- Morphisms: Grammatical transformations (voice changes, tense shifts)
𝒰: Category of actual utterances
- Objects: Concrete sentences in specific languages
- Morphisms: Paraphrases, translations, syntactic transformations
π: Fibration functor π : 𝒰 → 𝒢 mapping each utterance to its grammatical structure
Grammatical Law as Cartesian Lifting
Given a morphism φ : X → Y in 𝒢 (e.g., Active → Passive voice transformation), a grammatical rule is a Cartesian lifting:
ũ ----φ̃----> ṽ
| |
π↓ π↓
u ----φ----> v
Where:
- φ: Conceptual grammatical transformation
- φ̃: Specific syntactic realization in chosen language
- Constants encode language-specific connection data
Grammatical Constants as Connection Coefficients
Articles (the, a, le, la): Definiteness scaling factors
Prepositions (of, to, de, à): Relational connection coefficients
Inflections (-ed, -s, -tion): Temporal and aspectual Jacobians
Word Order (SVO, SOV, VSO): Basis orientation matrices
These are cocycle data ensuring coherent meaning across:
- Tense system transitions
- Case system changes
- Aspect marking variations
The Linguistic Planck Units
Semantic Planck Units
- Semantic Planck Time (t₀): Minimal temporal distinction
- Semantic Planck Agency (a₀): Minimal subject-object distinction
- Semantic Planck Action (v₀): Minimal relational complexity
Derived Semantic Quantities
- Semantic Energy: Complexity of relational structure
- Semantic Momentum: Temporal flow of meaning
- Semantic Force: Strength of subject-object interaction
Sample Derivations
Passive Voice Transformation
- Postulate: Passive/Active ∼ (Patient/Agent) × (Action⁻¹/Action)
- Planck Form: P/P₀ ∼ (patient/a₀) × (a₀/agent) × (v₀/action)
- Coordinate Projection: "X was V-ed by Y" = PASSIVE(Y Vs X)
Tense Scaling
- Postulate: Past/Present ∼ (Action-Time/t₀)
- Planck Form: Past/Present ∼ (t-completion/t₀)
- Coordinate Projection: V-ed = PAST(V) with morphological scaling
Definiteness Projection
- Postulate: Definite/Indefinite ∼ (Specificity/s₀)
- Planck Form: "the"/"a" ∼ (specific-reference/s₀)
- Coordinate Projection: "the X" vs "a X" with article scaling
Translation as Coordinate Transformation
Translation between languages L₁ → L₂ involves:
- Semantic Extraction: Project utterance back to substrate
- Grammatical Recomposition: Apply target language coordinate system
- Morphological Scaling: Apply L₂ connection coefficients
Example: English → French
- Substrate:
agent[cat] →[consume-past] patient[mouse] - English coords: "The cat ate the mouse"
- French coords: "Le chat a mangé la souris"
- Connection coefficients: the/le, ate/a mangé, mouse/souris
Universal Grammar as Fibration Structure
Chomskyan Universal Grammar emerges as the categorical structure π : 𝒰 → 𝒢 itself:
- Universality: All languages use the same fibration structure
- Variation: Different coordinate choices and connection coefficients
- Acquisition: Learning the language-specific Jacobian transformations
Computational Linguistics Application
Parsing as Inverse Lifting
Parsing = finding the grammatical morphism φ that lifts to observed utterance φ̃
Generation as Forward Lifting
Generation = given semantic relation φ, compute lifted expression φ̃ in target coordinates
Machine Translation as Coordinate Transport
Translation = coherent transport of lifted morphisms across language charts
Semantic Calculus: Deriving Grammatical Rules
Just as physical laws derive from dimensional analysis, grammatical rules derive from semantic dimensional analysis:
Subject-Verb Agreement
- Substrate: Agent-Action unity
- Dimensional: [Agent-Number] × [Action-Number] = [Unity]
- Coordinate: "cats run" (plural agreement) vs "cat runs" (singular)
Aspect Formation
- Substrate: Action-completion relationship
- Dimensional: [Action-State] × [Time-Flow] = [Aspect]
- Coordinate: "has eaten" (perfect aspect) vs "is eating" (progressive)
Implications
Grammar as Measurement Theory
Grammatical rules are measurement protocols for semantic relationships
Linguistic Constants as Arbitrary Choices
Articles, inflections, word order are coordinate artifacts, not semantic necessities
Meaning as Coordinate-Invariant
True semantic content is invariant under grammatical coordinate transformations
Language Learning as Basis Discovery
Acquiring language = learning the coordinate transformations from semantic substrate to grammatical expression
Adjective Ordering as Semantic Coordinate Constraints
The Universal Ordering Constraint
One of the most striking validations of this framework is the universal adjective ordering found across all languages:
Opinion → Size → Age → Shape → Color → Origin → Material → Purpose
Example: "Beautiful small old round red Chinese wooden cooking bowl"
Mathematical Explanation: Non-Commutative Semantic Jacobians
The adjective ordering reflects dependency constraints in the semantic coordinate system. Each adjective category represents a different semantic dimension with natural ordering requirements based on conceptual dependencies:
Core Identity ← Material ← Origin ← Color ← Shape ← Age ← Size ← Opinion
Why Violations Create Semantic Breakdown
When we violate this order ("red beautiful small bowl"), we attempt incompatible coordinate transformations. The semantic Jacobian transformations do not commute - you cannot project opinion through color coordinates without first establishing the size and age dimensions.
This is equivalent to dimensional analysis errors in physics: writing "temperature × mass = energy × time" violates dimensional consistency because the coordinate transformations are applied in the wrong order.
Fibration Structure of Adjective Composition
The adjective ordering emerges from the categorical lifting requirements:
- Substrate Level: Entity with undifferentiated property bundle
- Coordinate Decomposition: Properties projected through semantic axes in dependency order
- Grammatical Expression: Linear sequence respecting coordinate constraints
Formal Constraint Mechanism
Let A₁, A₂, ..., Aₙ be adjectives with semantic coordinates (s₁, s₂, ..., sₙ). The grammatical lifting is valid if and only if:
s₁ ≥ s₂ ≥ ... ≥ sₙ (where ≥ represents semantic dependency ordering)
Violations create coordinate singularities - points where the semantic-to-grammatical transformation becomes undefined.
Cross-Linguistic Validation
This constraint appears universally because:
- All languages use the same underlying semantic fibration structure
- The dependency ordering is coordinate-invariant
- Different languages may use different connection coefficients but must respect the same coordinate constraints
Computational Implications
NLP systems struggle with adjective ordering until they discover the underlying semantic dependency structure. Success requires learning not just word associations but the categorical constraints governing semantic coordinate transformations.
The Meta-Pattern Confirmation
Adjective ordering provides definitive evidence that grammatical rules are semantic coordinate constraints rather than arbitrary linguistic conventions. The universality and intuitive violation responses confirm that grammar emerges from the mathematical structure of semantic space projection.
Conclusion
This framework reveals grammar as a coordinate system for semantic space. What linguists call "grammatical rules" are actually connection coefficients ensuring coherent projection of meaning relationships through chosen linguistic coordinates.
The apparent complexity of grammar dissolves into simple semantic proportionalities once we understand the coordinate transformations involved. Just as physics constants are measurement artifacts, grammatical particles are linguistic artifacts of our choice of semantic coordinates.
The universal adjective ordering constraint provides compelling validation of this framework, demonstrating that seemingly arbitrary grammatical rules actually reflect the mathematical structure of semantic coordinate space.
No comments:
Post a Comment