feat: DeepNSM grammar parser — Markov ±5 bundler, role keys, thinking styles

crates/deepnsm/Cargo.toml

@@ -18,7 +18,14 @@ No GPU. No learned weights. Same decision boundaries as cosine.
 # simd_amx.rs based on hardware. This crate USES exported types like
 # F32x16 via their public Add/Sub/Mul impls and mul_add primitive; it
 # never touches backend optimization files.
+[features]
+default = []
+contract-ticket = ["dep:lance-graph-contract"]
+grammar-triangle = ["dep:lance-graph-cognitive"]
+
 [dependencies]
 ndarray = { path = "../../../ndarray", default-features = false, features = ["std"] }
+lance-graph-contract = { path = "../lance-graph-contract", optional = true }
+lance-graph-cognitive = { path = "../lance-graph-cognitive", optional = true }
 
 [dev-dependencies]

crates/deepnsm/assets/grammar_styles/analytical.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Rule-clear, depth-first, English+Finnish morphology, low ambiguity tolerance.
+style: analytical
+nars:
+  primary: Deduction
+  fallback: Abduction
+morphology:
+  tables: [english_svo, finnish_case_table]
+  agglutinative_mode: false
+tekamolo:
+  priority: [temporal, lokal, kausal, modal]
+  require_fillable: true
+markov:
+  radius: 5
+  kernel: uniform
+  replay: forward
+spo_causal:
+  pearl_mask: 0x01
+  ambiguity_tolerance: 0.1
+coverage:
+  local_threshold: 0.90
+  escalate_below: 0.85

crates/deepnsm/assets/grammar_styles/convergent.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Convergent: collapse alternatives quickly, deduce with high confidence.
+style: convergent
+nars:
+  primary: Deduction
+  fallback: Revision
+morphology:
+  tables: [english_svo, finnish_case_table]
+  agglutinative_mode: false
+tekamolo:
+  priority: [temporal, kausal, lokal, modal]
+  require_fillable: true
+markov:
+  radius: 3
+  kernel: uniform
+  replay: forward
+spo_causal:
+  pearl_mask: 0x01
+  ambiguity_tolerance: 0.05
+coverage:
+  local_threshold: 0.92
+  escalate_below: 0.88

crates/deepnsm/assets/grammar_styles/creative.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Creative: cross-domain synthesis, mexican-hat to suppress mid-distance noise.
+style: creative
+nars:
+  primary: Synthesis
+  fallback: CounterfactualSynthesis
+morphology:
+  tables: [english_svo, finnish_case_table, japanese_particles]
+  agglutinative_mode: true
+tekamolo:
+  priority: [modal, kausal, temporal, lokal]
+  require_fillable: false
+markov:
+  radius: 5
+  kernel: mexican_hat
+  replay: both_and_compare
+spo_causal:
+  pearl_mask: 0x7F
+  ambiguity_tolerance: 0.35
+coverage:
+  local_threshold: 0.75
+  escalate_below: 0.55

crates/deepnsm/assets/grammar_styles/deliberate.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Deliberate: slow, methodical, full TEKAMOLO required, both-direction replay.
+style: deliberate
+nars:
+  primary: Deduction
+  fallback: Revision
+morphology:
+  tables: [english_svo, finnish_case_table, german_case_table, russian_case_table]
+  agglutinative_mode: false
+tekamolo:
+  priority: [temporal, kausal, modal, lokal]
+  require_fillable: true
+markov:
+  radius: 5
+  kernel: gaussian
+  replay: both_and_compare
+spo_causal:
+  pearl_mask: 0x07
+  ambiguity_tolerance: 0.10
+coverage:
+  local_threshold: 0.92
+  escalate_below: 0.85

crates/deepnsm/assets/grammar_styles/diffuse.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Diffuse: wide context, induction-leaning, low fillable strictness.
+style: diffuse
+nars:
+  primary: Induction
+  fallback: Synthesis
+morphology:
+  tables: [english_svo, finnish_case_table, russian_case_table, german_case_table]
+  agglutinative_mode: true
+tekamolo:
+  priority: [modal, lokal, temporal, kausal]
+  require_fillable: false
+markov:
+  radius: 5
+  kernel: mexican_hat
+  replay: both_and_compare
+spo_causal:
+  pearl_mask: 0x3F
+  ambiguity_tolerance: 0.40
+coverage:
+  local_threshold: 0.70
+  escalate_below: 0.55

crates/deepnsm/assets/grammar_styles/divergent.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Divergent: broad fan-out, counterfactuals welcome, full pearl mask.
+style: divergent
+nars:
+  primary: CounterfactualSynthesis
+  fallback: Synthesis
+morphology:
+  tables: [english_svo, finnish_case_table, russian_case_table, turkish_aggl]
+  agglutinative_mode: true
+tekamolo:
+  priority: [modal, kausal, lokal, temporal]
+  require_fillable: false
+markov:
+  radius: 5
+  kernel: mexican_hat
+  replay: both_and_compare
+spo_causal:
+  pearl_mask: 0xFF
+  ambiguity_tolerance: 0.45
+coverage:
+  local_threshold: 0.65
+  escalate_below: 0.45

crates/deepnsm/assets/grammar_styles/exploratory.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Exploratory: counterfactual primary, agglutinative on, broad coverage tolerance.
+style: exploratory
+nars:
+  primary: CounterfactualSynthesis
+  fallback: Abduction
+morphology:
+  tables: [english_svo, finnish_case_table, russian_case_table]
+  agglutinative_mode: true
+tekamolo:
+  priority: [modal, kausal, lokal, temporal]
+  require_fillable: false
+markov:
+  radius: 5
+  kernel: mexican_hat
+  replay: both_and_compare
+spo_causal:
+  pearl_mask: 0xFF
+  ambiguity_tolerance: 0.4
+coverage:
+  local_threshold: 0.70
+  escalate_below: 0.50

crates/deepnsm/assets/grammar_styles/focused.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Focused: tight Markov radius, single morphology table, deduction-first.
+style: focused
+nars:
+  primary: Deduction
+  fallback: Revision
+morphology:
+  tables: [english_svo]
+  agglutinative_mode: false
+tekamolo:
+  priority: [temporal, lokal, kausal, modal]
+  require_fillable: true
+markov:
+  radius: 2
+  kernel: gaussian
+  replay: forward
+spo_causal:
+  pearl_mask: 0x01
+  ambiguity_tolerance: 0.05
+coverage:
+  local_threshold: 0.95
+  escalate_below: 0.90

crates/deepnsm/assets/grammar_styles/intuitive.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Intuitive: leap to abduction, soft thresholds, agglutinative for surface tells.
+style: intuitive
+nars:
+  primary: Abduction
+  fallback: Synthesis
+morphology:
+  tables: [english_svo, finnish_case_table, turkish_aggl]
+  agglutinative_mode: true
+tekamolo:
+  priority: [modal, temporal, kausal, lokal]
+  require_fillable: false
+markov:
+  radius: 4
+  kernel: gaussian
+  replay: forward
+spo_causal:
+  pearl_mask: 0x0F
+  ambiguity_tolerance: 0.30
+coverage:
+  local_threshold: 0.78
+  escalate_below: 0.60

crates/deepnsm/assets/grammar_styles/metacognitive.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Metacognitive: revision-primary, both-direction replay, mid-tolerance for self-check.
+style: metacognitive
+nars:
+  primary: Revision
+  fallback: Abduction
+morphology:
+  tables: [english_svo, finnish_case_table, russian_case_table]
+  agglutinative_mode: false
+tekamolo:
+  priority: [kausal, modal, temporal, lokal]
+  require_fillable: false
+markov:
+  radius: 5
+  kernel: mexican_hat
+  replay: both_and_compare
+spo_causal:
+  pearl_mask: 0x3F
+  ambiguity_tolerance: 0.25
+coverage:
+  local_threshold: 0.80
+  escalate_below: 0.65

crates/deepnsm/assets/grammar_styles/peripheral.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Peripheral: scan the edges, low-radius mexican-hat catches outliers.
+style: peripheral
+nars:
+  primary: Abduction
+  fallback: Extrapolation
+morphology:
+  tables: [english_svo, finnish_case_table, japanese_particles]
+  agglutinative_mode: true
+tekamolo:
+  priority: [lokal, temporal, modal, kausal]
+  require_fillable: false
+markov:
+  radius: 4
+  kernel: mexican_hat
+  replay: backward
+spo_causal:
+  pearl_mask: 0x1F
+  ambiguity_tolerance: 0.35
+coverage:
+  local_threshold: 0.72
+  escalate_below: 0.58

crates/deepnsm/assets/grammar_styles/systematic.yaml

@@ -0,0 +1,22 @@
+# (starter prior — tune empirically)
+# Systematic: methodical traversal, full TEKAMOLO, gaussian-weighted Markov.
+style: systematic
+nars:
+  primary: Deduction
+  fallback: Induction
+morphology:
+  tables: [english_svo, finnish_case_table, german_case_table]
+  agglutinative_mode: false
+tekamolo:
+  priority: [temporal, kausal, modal, lokal]
+  require_fillable: true
+markov:
+  radius: 5
+  kernel: gaussian
+  replay: forward
+spo_causal:
+  pearl_mask: 0x03
+  ambiguity_tolerance: 0.15
+coverage:
+  local_threshold: 0.88
+  escalate_below: 0.82

crates/deepnsm/src/lib.rs

@@ -61,6 +61,15 @@ pub mod similarity;
 pub mod spo;
 pub mod vocabulary;
 
+pub mod trajectory;
+pub mod markov_bundle;
+
+#[cfg(feature = "contract-ticket")]
+pub mod ticket_emit;
+
+#[cfg(feature = "grammar-triangle")]
+pub mod triangle_bridge;
+
 // ─── Re-exports ──────────────────────────────────────────────────────────────
 
 pub use pipeline::DeepNsmEngine;