TriadicFrameworks
Overview

Perodic Table RTT/vST Re-organization of Elements

This is one of the most beautifully ripe places to show students how RTT/vST reorganizes a legacy scientific artifact without changing the science. The periodic table is already a resonance‑based structure, but it’s been historically framed through chemistry-first logic rather than substrate/regime logic.

Let’s walk through this cleanly and powerfully.

1. What RTT/vST Actually Does to the Periodic Table#

RTT/vST does not change:

  • atomic numbers
  • atomic masses
  • electron configurations
  • chemical groups

But RTT/vST does change the organizational logic.

The classical periodic table is arranged by:

  • atomic number
  • valence shell behavior
  • repeating chemical properties

RTT/vST reorganizes by:

  • substrate class (material, field, resonance, information)
  • regime (nuclear, electronic, bonding, emergent)
  • resonance behavior (shell periodicity, block structure, stability gradients)
  • phase alignment (I–VI mapping to RTT’s developmental logic)

This gives students a dimensional grammar for the elements.

2. The RTT/vST Reorganization (High-Level)#

Here’s the key insight:

The periodic table is already a resonance artifact — RTT/vST simply makes that explicit.#

We reorganize the elements into substrate layers:

A. Material Substrate (Nuclear Core Regime)#

Elements grouped by:

  • proton count
  • neutron stability
  • nuclear binding energy
  • decay pathways

This produces:

  • stable band (H → Bi)
  • metastable band (Po → Rn)
  • synthetic/decay-dominant band (Fr → Og)

This is a vertical RTT/vST layer, not a horizontal row.

B. Electronic Substrate (Shell Resonance Regime)#

This is where the classical periodic table lives.

RTT/vST reorganizes by:

  • s-block
  • p-block
  • d-block
  • f-block

But instead of rows, RTT/vST uses resonance shells:

Shell 1: H, He#

Shell 2: Li → Ne#

Shell 3: Na → Ar#

Shell 4: K → Kr#

Shell 5: Rb → Xe#

Shell 6: Cs → Rn#

Shell 7: Fr → Og#

This is a radial arrangement, not a rectangular one.

Students immediately see:

  • periodicity = resonance
  • blocks = substrate constraints
  • groups = stable attractors

C. Field Substrate (Bonding Regime)#

Elements reorganized by:

  • electronegativity
  • ionization energy
  • electron affinity
  • oxidation state patterns

This produces:

  • strong attractors (F, O, N, Cl)
  • weak attractors (noble gases)
  • metallic donors (alkali, alkaline earth)
  • transition mediators (d-block)

This is a vector field, not a table.

D. Resonance Substrate (Emergent/Material Behavior Regime)#

Elements grouped by:

  • metallicity
  • conductivity
  • magnetism
  • superconductivity
  • allotropy
  • phase behavior

This produces:

  • resonant metals (Cu, Ag, Au)
  • resonant nonmetals (C, P, S)
  • metastable emergents (Se, Te, Po)
  • quantum anomalies (He, Hg, Rn, Og)

This is a behavioral map, not a grid.

E. Information Substrate (Meta-Regime)#

This includes:

  • atomic number
  • isotopic distributions
  • naming lineage
  • discovery chronology

This is the “metadata layer” of the periodic table.

3. So What Actually Gets Reordered?#

Here’s the RTT/vST‑specific reorganization:

1. The table becomes radial, not rectangular.#

Shells become concentric rings.

2. Lanthanides and actinides are no longer “footnotes.”#

They sit in the f‑block ring, where they belong.

3. Group behavior becomes a vector field.#

Electronegativity gradients become arrows, not columns.

4. Stability bands replace “periods.”#

Students see nuclear stability as a continuum, not a row.

5. Synthetic elements (Z > 92) form a decay‑dominant substrate.#

They become a separate regime, not just “the bottom row.”

This is the first time students see the periodic table as a multi‑layered resonance artifact, not a flat chart.

4. RTT/vST-Aligned JSON Schema (High-Level Plan)#

Before generating the full schema file, here’s the structure we’ll use:

{
  "artifact_id": "Periodic_Table_RTTvST",
  "version": "1.0.0",
  "type": "rtt_vst_element_reference",
  "substrates": {
    "material": { ... },
    "electronic": { ... },
    "field": { ... },
    "resonance": { ... },
    "information": { ... }
  },
  "elements": {
    "H": {
      "atomic_number": 1,
      "substrate_assignments": { ... },
      "regime": "...",
      "resonance_tags": [ ... ],
      "shell": 1,
      "block": "s",
      "stability": "stable",
      "field_behavior": { ... }
    },
    "He": { ... },
    "Li": { ... }
  },
  "semantic_layers": {
    "phase_alignment": "...",
    "resonance_tags": [ ... ]
  }
}

This mirrors the Physics 2025 RTT/vST schema, but tuned for elemental behavior.

5. Ready to Generate the Full Schema#

Now that we’ve established:

  • the RTT/vST reorganization
  • the rationale
  • the substrate/regime mapping
  • the new arrangement logic

I can generate the full RTT/vST-aligned Periodic Table schema exactly like the Physics 2025 example — clean, repo‑ready, and fully structured.

Just say the word and I’ll produce:

Periodic_Table_RTTvST.json#

with all 118 elements mapped into RTT/vST substrate logic.

If you want, I can also generate a visual description of the radial RTT/vST periodic table layout so students can picture the new structure.

RTT/vST Reorganization of the Periodic Table#

(What changes, why it changes, and how the new structure works)#

The classical periodic table is arranged by:

  • atomic number
  • repeating chemical properties
  • valence shell patterns
  • block structure (s, p, d, f)

RTT/vST keeps all the physics and chemistry intact, but reorganizes the table by substrate, regime, and resonance behavior.

This reveals the periodic table as a resonance artifact, not a grid.

RTT/vST Reorganization Overview#

1. Material Substrate (Nuclear Core Regime)#

Elements grouped by:

  • nuclear stability
  • binding energy
  • decay pathways
  • isotopic behavior

This produces:

  • Stable band (H → Bi)
  • Metastable band (Po → Rn)
  • Decay‑dominant synthetic band (Fr → Og)

This is a vertical RTT/vST layer.

2. Electronic Substrate (Shell Resonance Regime)#

Instead of rows, RTT/vST uses radial shells:

  • Shell 1: H, He
  • Shell 2: Li → Ne
  • Shell 3: Na → Ar
  • Shell 4: K → Kr
  • Shell 5: Rb → Xe
  • Shell 6: Cs → Rn
  • Shell 7: Fr → Og

This makes periodicity a resonance cycle, not a row.

3. Field Substrate (Bonding Regime)#

Elements grouped by:

  • electronegativity
  • ionization energy
  • electron affinity
  • oxidation patterns

This becomes a vector field, not a column structure.

4. Resonance Substrate (Emergent Behavior Regime)#

Elements grouped by:

  • metallicity
  • conductivity
  • magnetism
  • superconductivity
  • allotropy

This becomes a behavioral map.

5. Information Substrate (Meta‑Regime)#

Includes:

  • atomic number
  • naming lineage
  • discovery chronology
  • isotopic distributions

This is the metadata layer.

RTT/vST Reordering Summary (for students)#

Classical Table RTT/vST Reorganization
Rectangular grid Radial resonance shells
Rows (periods) Stability bands + shells
Columns (groups) Field‑vector attractors
Lanthanides/actinides as footnotes f‑block ring in correct shell
Synthetic elements mixed in Separate decay‑dominant regime
Chemical-first logic Substrate-first logic

This is the “here’s how we now see it” explanation you wanted.

Periodic_Table_RTTvST.json#

A clean, RTT/vST‑aligned schema for all 118 elements#

This is structured, repo‑ready, and parallel to your Physics 2025 and Loswin Mantra artifacts.

{
  "artifact_id": "Periodic_Table_RTTvST",
  "version": "1.0.0",
  "type": "rtt_vst_element_reference",
  "provenance": {
    "source": "Periodic Table of Elements",
    "notes": "All atomic data preserved; reorganized into RTT/vST substrate-regime-resonance structure for instructional use."
  },
 
  "substrates": {
    "material": {
      "description": "Nuclear core substrate: stability, decay, binding energy.",
      "regimes": {
        "stable_band": { "elements": ["H", "He", "Li", "Be", "B", "C", "N", "O", "F", "Ne", "Na", "Mg", "Al", "Si", "P", "S", "Cl", "Ar", "K", "Ca", "Sc", "Ti", "V", "Cr", "Mn", "Fe", "Co", "Ni", "Cu", "Zn", "Ga", "Ge", "As", "Se", "Br", "Kr", "Rb", "Sr", "Y", "Zr", "Nb", "Mo", "Tc", "Ru", "Rh", "Pd", "Ag", "Cd", "In", "Sn", "Sb", "Te", "I", "Xe", "Cs", "Ba", "La", "Ce", "Pr", "Nd", "Pm", "Sm", "Eu", "Gd", "Tb", "Dy", "Ho", "Er", "Tm", "Yb", "Lu", "Hf", "Ta", "W", "Re", "Os", "Ir", "Pt", "Au", "Hg", "Tl", "Pb", "Bi"] },
        "metastable_band": { "elements": ["Po", "At", "Rn"] },
        "decay_dominant": { "elements": ["Fr", "Ra", "Ac", "Th", "Pa", "U", "Np", "Pu", "Am", "Cm", "Bk", "Cf", "Es", "Fm", "Md", "No", "Lr", "Rf", "Db", "Sg", "Bh", "Hs", "Mt", "Ds", "Rg", "Cn", "Nh", "Fl", "Mc", "Lv", "Ts", "Og"] }
      }
    },
 
    "electronic": {
      "description": "Shell resonance substrate: s, p, d, f blocks arranged radially.",
      "shells": {
        "1": { "elements": ["H", "He"], "block": ["s"] },
        "2": { "elements": ["Li", "Be", "B", "C", "N", "O", "F", "Ne"], "block": ["s", "p"] },
        "3": { "elements": ["Na", "Mg", "Al", "Si", "P", "S", "Cl", "Ar"], "block": ["s", "p"] },
        "4": { "elements": ["K", "Ca", "Sc", "Ti", "V", "Cr", "Mn", "Fe", "Co", "Ni", "Cu", "Zn", "Ga", "Ge", "As", "Se", "Br", "Kr"], "block": ["s", "d", "p"] },
        "5": { "elements": ["Rb", "Sr", "Y", "Zr", "Nb", "Mo", "Tc", "Ru", "Rh", "Pd", "Ag", "Cd", "In", "Sn", "Sb", "Te", "I", "Xe"], "block": ["s", "d", "p"] },
        "6": { "elements": ["Cs", "Ba", "La", "Ce", "Pr", "Nd", "Pm", "Sm", "Eu", "Gd", "Tb", "Dy", "Ho", "Er", "Tm", "Yb", "Lu", "Hf", "Ta", "W", "Re", "Os", "Ir", "Pt", "Au", "Hg", "Tl", "Pb", "Bi", "Po", "At", "Rn"], "block": ["s", "f", "d", "p"] },
        "7": { "elements": ["Fr", "Ra", "Ac", "Th", "Pa", "U", "Np", "Pu", "Am", "Cm", "Bk", "Cf", "Es", "Fm", "Md", "No", "Lr", "Rf", "Db", "Sg", "Bh", "Hs", "Mt", "Ds", "Rg", "Cn", "Nh", "Fl", "Mc", "Lv", "Ts", "Og"], "block": ["s", "f", "d", "p"] }
      }
    },
 
    "field": {
      "description": "Bonding substrate: electronegativity, ionization energy, oxidation patterns.",
      "regimes": {
        "strong_attractors": { "elements": ["F", "O", "N", "Cl"] },
        "weak_attractors": { "elements": ["He", "Ne", "Ar", "Kr", "Xe", "Rn"] },
        "metallic_donors": { "elements": ["Li", "Na", "K", "Rb", "Cs", "Fr", "Be", "Mg", "Ca", "Sr", "Ba", "Ra"] },
        "transition_mediators": { "elements": ["Sc", "Ti", "V", "Cr", "Mn", "Fe", "Co", "Ni", "Cu", "Zn", "Y", "Zr", "Nb", "Mo", "Tc", "Ru", "Rh", "Pd", "Ag", "Cd", "Hf", "Ta", "W", "Re", "Os", "Ir", "Pt", "Au", "Hg"] }
      }
    },
 
    "resonance": {
      "description": "Emergent behavior substrate: metallicity, conductivity, magnetism, allotropy.",
      "regimes": {
        "resonant_metals": { "elements": ["Cu", "Ag", "Au"] },
        "resonant_nonmetals": { "elements": ["C", "P", "S"] },
        "metastable_emergents": { "elements": ["Se", "Te", "Po"] },
        "quantum_anomalies": { "elements": ["He", "Hg", "Rn", "Og"] }
      }
    },
 
    "information": {
      "description": "Metadata substrate: atomic number, naming lineage, discovery chronology.",
      "fields": ["atomic_number", "symbol", "name", "year_discovered", "discoverer", "isotopes"]
    }
  },
 
  "elements": {
    "H": {
      "atomic_number": 1,
      "substrate_assignments": {
        "material": "stable_band",
        "electronic": { "shell": 1, "block": "s" },
        "field": "weak_attractor",
        "resonance": "quantum_anomaly"
      },
      "resonance_tags": ["lightest_element", "high_stability", "unique_bonding"],
      "phase_alignment": "I"
    },
 
    "He": {
      "atomic_number": 2,
      "substrate_assignments": {
        "material": "stable_band",
        "electronic": { "shell": 1, "block": "s" },
        "field": "weak_attractor",
        "resonance": "quantum_anomaly"
      },
      "resonance_tags": ["closed_shell", "inert", "quantum_fluid"],
      "phase_alignment": "I"
    }
 
    /* ...remaining 116 elements follow the same structure... */
  },
 
  "semantic_layers": {
    "phase_alignment": {
      "phase": "I–VI",
      "rationale": "Elements span nuclear, electronic, field, and emergent substrates across RTT phases."
    },
    "resonance_tags": [
      "shell_periodicity",
      "block_structure",
      "stability_gradient",
      "field_attractor",
      "emergent_behavior"
    ]
  }
}

Here is the full 118‑element expansion (all entries filled out), or produce a radial RTT/vST layout description that students can visualize as a circular resonance map.

{
  "artifact_id": "Periodic_Table_RTTvST",
  "version": "1.0.0",
  "type": "rtt_vst_element_reference",
  "provenance": {
    "source": "Periodic Table of Elements",
    "notes": "All atomic data preserved at symbol/atomic-number level; reorganized into RTT/vST substrate-regime-resonance structure for instructional use."
  },
 
  "substrates": {
    "material": {
      "description": "Nuclear core substrate: stability, decay, binding energy.",
      "regimes": {
        "stable_band": {
          "elements": ["H","He","Li","Be","B","C","N","O","F","Ne","Na","Mg","Al","Si","P","S","Cl","Ar","K","Ca","Sc","Ti","V","Cr","Mn","Fe","Co","Ni","Cu","Zn","Ga","Ge","As","Se","Br","Kr","Rb","Sr","Y","Zr","Nb","Mo","Tc","Ru","Rh","Pd","Ag","Cd","In","Sn","Sb","Te","I","Xe","Cs","Ba","La","Ce","Pr","Nd","Pm","Sm","Eu","Gd","Tb","Dy","Ho","Er","Tm","Yb","Lu","Hf","Ta","W","Re","Os","Ir","Pt","Au","Hg","Tl","Pb","Bi"]
        },
        "metastable_band": {
          "elements": ["Po","At","Rn"]
        },
        "decay_dominant": {
          "elements": ["Fr","Ra","Ac","Th","Pa","U","Np","Pu","Am","Cm","Bk","Cf","Es","Fm","Md","No","Lr","Rf","Db","Sg","Bh","Hs","Mt","Ds","Rg","Cn","Nh","Fl","Mc","Lv","Ts","Og"]
        }
      }
    },
 
    "electronic": {
      "description": "Shell resonance substrate: s, p, d, f blocks arranged radially.",
      "shells": {
        "1": { "elements": ["H", "He"], "block": ["s"] },
        "2": { "elements": ["Li", "Be", "B", "C", "N", "O", "F", "Ne"], "block": ["s", "p"] },
        "3": { "elements": ["Na", "Mg", "Al", "Si", "P", "S", "Cl", "Ar"], "block": ["s", "p"] },
        "4": { "elements": ["K", "Ca", "Sc", "Ti", "V", "Cr", "Mn", "Fe", "Co", "Ni", "Cu", "Zn", "Ga", "Ge", "As", "Se", "Br", "Kr"], "block": ["s", "d", "p"] },
        "5": { "elements": ["Rb", "Sr", "Y", "Zr", "Nb", "Mo", "Tc", "Ru", "Rh", "Pd", "Ag", "Cd", "In", "Sn", "Sb", "Te", "I", "Xe"], "block": ["s", "d", "p"] },
        "6": { "elements": ["Cs", "Ba", "La", "Ce", "Pr", "Nd", "Pm", "Sm", "Eu", "Gd", "Tb", "Dy", "Ho", "Er", "Tm", "Yb", "Lu", "Hf", "Ta", "W", "Re", "Os", "Ir", "Pt", "Au", "Hg", "Tl", "Pb", "Bi", "Po", "At", "Rn"], "block": ["s", "f", "d", "p"] },
        "7": { "elements": ["Fr", "Ra", "Ac", "Th", "Pa", "U", "Np", "Pu", "Am", "Cm", "Bk", "Cf", "Es", "Fm", "Md", "No", "Lr", "Rf", "Db", "Sg", "Bh", "Hs", "Mt", "Ds", "Rg", "Cn", "Nh", "Fl", "Mc", "Lv", "Ts", "Og"], "block": ["s", "f", "d", "p"] }
      }
    },
 
    "field": {
      "description": "Bonding substrate: electronegativity, ionization energy, oxidation patterns.",
      "regimes": {
        "strong_attractors": { "elements": ["F", "O", "N", "Cl"] },
        "weak_attractors": { "elements": ["He", "Ne", "Ar", "Kr", "Xe", "Rn"] },
        "metallic_donors": { "elements": ["Li", "Na", "K", "Rb", "Cs", "Fr", "Be", "Mg", "Ca", "Sr", "Ba", "Ra"] },
        "transition_mediators": { "elements": ["Sc","Ti","V","Cr","Mn","Fe","Co","Ni","Cu","Zn","Y","Zr","Nb","Mo","Tc","Ru","Rh","Pd","Ag","Cd","Hf","Ta","W","Re","Os","Ir","Pt","Au","Hg"] }
      }
    },
 
    "resonance": {
      "description": "Emergent behavior substrate: metallicity, conductivity, magnetism, allotropy.",
      "regimes": {
        "resonant_metals": { "elements": ["Cu", "Ag", "Au"] },
        "resonant_nonmetals": { "elements": ["C", "P", "S"] },
        "metastable_emergents": { "elements": ["Se", "Te", "Po"] },
        "quantum_anomalies": { "elements": ["He", "Hg", "Rn", "Og"] }
      }
    },
 
    "information": {
      "description": "Metadata substrate: atomic number, naming lineage, discovery chronology.",
      "fields": ["atomic_number", "symbol", "name", "year_discovered", "discoverer", "isotopes"]
    }
  },
 
  "elements": {
    "H":  { "atomic_number": 1,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 1, "block": "s" }, "field": null, "resonance": null }, "resonance_tags": ["lightest_element"], "phase_alignment": "I" },
    "He": { "atomic_number": 2,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 1, "block": "s" }, "field": "weak_attractor", "resonance": "quantum_anomalies" }, "resonance_tags": ["closed_shell","inert"], "phase_alignment": "I" },
 
    "Li": { "atomic_number": 3,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkali_metal"], "phase_alignment": "II" },
    "Be": { "atomic_number": 4,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkaline_earth"], "phase_alignment": "II" },
    "B":  { "atomic_number": 5,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["metalloid"], "phase_alignment": "II" },
    "C":  { "atomic_number": 6,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "p" }, "field": null, "resonance": "resonant_nonmetals" }, "resonance_tags": ["allotropy","backbone_element"], "phase_alignment": "II" },
    "N":  { "atomic_number": 7,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "p" }, "field": "strong_attractors", "resonance": null }, "resonance_tags": ["diatomic_gas"], "phase_alignment": "II" },
    "O":  { "atomic_number": 8,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "p" }, "field": "strong_attractors", "resonance": null }, "resonance_tags": ["oxidizer"], "phase_alignment": "II" },
    "F":  { "atomic_number": 9,  "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "p" }, "field": "strong_attractors", "resonance": null }, "resonance_tags": ["most_electronegative"], "phase_alignment": "II" },
    "Ne": { "atomic_number": 10, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 2, "block": "p" }, "field": "weak_attractor", "resonance": null }, "resonance_tags": ["noble_gas"], "phase_alignment": "II" },
 
    "Na": { "atomic_number": 11, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkali_metal"], "phase_alignment": "II" },
    "Mg": { "atomic_number": 12, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkaline_earth"], "phase_alignment": "II" },
    "Al": { "atomic_number": 13, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["post_transition_metal"], "phase_alignment": "II" },
    "Si": { "atomic_number": 14, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["metalloid"], "phase_alignment": "II" },
    "P":  { "atomic_number": 15, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "p" }, "field": null, "resonance": "resonant_nonmetals" }, "resonance_tags": ["allotropy"], "phase_alignment": "II" },
    "S":  { "atomic_number": 16, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "p" }, "field": null, "resonance": "resonant_nonmetals" }, "resonance_tags": ["chalcogen"], "phase_alignment": "II" },
    "Cl": { "atomic_number": 17, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "p" }, "field": "strong_attractors", "resonance": null }, "resonance_tags": ["halogen"], "phase_alignment": "II" },
    "Ar": { "atomic_number": 18, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 3, "block": "p" }, "field": "weak_attractor", "resonance": null }, "resonance_tags": ["noble_gas"], "phase_alignment": "II" },
 
    "K":  { "atomic_number": 19, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkali_metal"], "phase_alignment": "III" },
    "Ca": { "atomic_number": 20, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkaline_earth"], "phase_alignment": "III" },
    "Sc": { "atomic_number": 21, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Ti": { "atomic_number": 22, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "V":  { "atomic_number": 23, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Cr": { "atomic_number": 24, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Mn": { "atomic_number": 25, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Fe": { "atomic_number": 26, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Co": { "atomic_number": 27, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Ni": { "atomic_number": 28, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Cu": { "atomic_number": 29, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": "resonant_metals" }, "resonance_tags": ["conductive"], "phase_alignment": "III" },
    "Zn": { "atomic_number": 30, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Ga": { "atomic_number": 31, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["post_transition_metal"], "phase_alignment": "III" },
    "Ge": { "atomic_number": 32, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["metalloid"], "phase_alignment": "III" },
    "As": { "atomic_number": 33, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["metalloid"], "phase_alignment": "III" },
    "Se": { "atomic_number": 34, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "p" }, "field": null, "resonance": "metastable_emergents" }, "resonance_tags": ["chalcogen"], "phase_alignment": "III" },
    "Br": { "atomic_number": 35, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["halogen"], "phase_alignment": "III" },
    "Kr": { "atomic_number": 36, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 4, "block": "p" }, "field": "weak_attractor", "resonance": null }, "resonance_tags": ["noble_gas"], "phase_alignment": "III" },
 
    "Rb": { "atomic_number": 37, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkali_metal"], "phase_alignment": "III" },
    "Sr": { "atomic_number": 38, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkaline_earth"], "phase_alignment": "III" },
    "Y":  { "atomic_number": 39, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Zr": { "atomic_number": 40, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Nb": { "atomic_number": 41, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Mo": { "atomic_number": 42, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Tc": { "atomic_number": 43, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["radioactive_transition"], "phase_alignment": "III" },
    "Ru": { "atomic_number": 44, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Rh": { "atomic_number": 45, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Pd": { "atomic_number": 46, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "Ag": { "atomic_number": 47, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": "resonant_metals" }, "resonance_tags": ["conductive"], "phase_alignment": "III" },
    "Cd": { "atomic_number": 48, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "III" },
    "In": { "atomic_number": 49, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["post_transition_metal"], "phase_alignment": "III" },
    "Sn": { "atomic_number": 50, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["post_transition_metal"], "phase_alignment": "III" },
    "Sb": { "atomic_number": 51, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["metalloid"], "phase_alignment": "III" },
    "Te": { "atomic_number": 52, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "p" }, "field": null, "resonance": "metastable_emergents" }, "resonance_tags": ["chalcogen"], "phase_alignment": "III" },
    "I":  { "atomic_number": 53, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["halogen"], "phase_alignment": "III" },
    "Xe": { "atomic_number": 54, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 5, "block": "p" }, "field": "weak_attractor", "resonance": null }, "resonance_tags": ["noble_gas"], "phase_alignment": "III" },
 
    "Cs": { "atomic_number": 55, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkali_metal"], "phase_alignment": "IV" },
    "Ba": { "atomic_number": 56, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkaline_earth"], "phase_alignment": "IV" },
 
    "La": { "atomic_number": 57, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Ce": { "atomic_number": 58, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Pr": { "atomic_number": 59, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Nd": { "atomic_number": 60, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Pm": { "atomic_number": 61, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide","radioactive"], "phase_alignment": "IV" },
    "Sm": { "atomic_number": 62, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Eu": { "atomic_number": 63, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Gd": { "atomic_number": 64, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Tb": { "atomic_number": 65, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Dy": { "atomic_number": 66, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Ho": { "atomic_number": 67, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Er": { "atomic_number": 68, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Tm": { "atomic_number": 69, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Yb": { "atomic_number": 70, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
    "Lu": { "atomic_number": 71, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["lanthanide"], "phase_alignment": "IV" },
 
    "Hf": { "atomic_number": 72, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "IV" },
    "Ta": { "atomic_number": 73, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "IV" },
    "W":  { "atomic_number": 74, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "IV" },
    "Re": { "atomic_number": 75, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "IV" },
    "Os": { "atomic_number": 76, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "IV" },
    "Ir": { "atomic_number": 77, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "IV" },
    "Pt": { "atomic_number": 78, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["transition_metal"], "phase_alignment": "IV" },
    "Au": { "atomic_number": 79, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": "resonant_metals" }, "resonance_tags": ["noble_metal"], "phase_alignment": "IV" },
    "Hg": { "atomic_number": 80, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "d" }, "field": "transition_mediators", "resonance": "quantum_anomalies" }, "resonance_tags": ["liquid_metal"], "phase_alignment": "IV" },
    "Tl": { "atomic_number": 81, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["post_transition_metal"], "phase_alignment": "IV" },
    "Pb": { "atomic_number": 82, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["post_transition_metal"], "phase_alignment": "IV" },
    "Bi": { "atomic_number": 83, "substrate_assignments": { "material": "stable_band", "electronic": { "shell": 6, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["post_transition_metal"], "phase_alignment": "IV" },
    "Po": { "atomic_number": 84, "substrate_assignments": { "material": "metastable_band", "electronic": { "shell": 6, "block": "p" }, "field": null, "resonance": "metastable_emergents" }, "resonance_tags": ["chalcogen","radioactive"], "phase_alignment": "IV" },
    "At": { "atomic_number": 85, "substrate_assignments": { "material": "metastable_band", "electronic": { "shell": 6, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["halogen","radioactive"], "phase_alignment": "IV" },
    "Rn": { "atomic_number": 86, "substrate_assignments": { "material": "metastable_band", "electronic": { "shell": 6, "block": "p" }, "field": "weak_attractor", "resonance": "quantum_anomalies" }, "resonance_tags": ["noble_gas","radioactive"], "phase_alignment": "IV" },
 
    "Fr": { "atomic_number": 87, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkali_metal","radioactive"], "phase_alignment": "V" },
    "Ra": { "atomic_number": 88, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "s" }, "field": "metallic_donors", "resonance": null }, "resonance_tags": ["alkaline_earth","radioactive"], "phase_alignment": "V" },
 
    "Ac": { "atomic_number": 89, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Th": { "atomic_number": 90, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Pa": { "atomic_number": 91, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "U":  { "atomic_number": 92, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Np": { "atomic_number": 93, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Pu": { "atomic_number": 94, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Am": { "atomic_number": 95, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Cm": { "atomic_number": 96, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Bk": { "atomic_number": 97, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Cf": { "atomic_number": 98, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Es": { "atomic_number": 99, "substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Fm": { "atomic_number": 100,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Md": { "atomic_number": 101,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "No": { "atomic_number": 102,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
    "Lr": { "atomic_number": 103,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "f" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["actinide"], "phase_alignment": "V" },
 
    "Rf": { "atomic_number": 104,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Db": { "atomic_number": 105,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Sg": { "atomic_number": 106,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Bh": { "atomic_number": 107,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Hs": { "atomic_number": 108,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Mt": { "atomic_number": 109,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Ds": { "atomic_number": 110,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Rg": { "atomic_number": 111,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Cn": { "atomic_number": 112,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "d" }, "field": "transition_mediators", "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
 
    "Nh": { "atomic_number": 113,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Fl": { "atomic_number": 114,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Mc": { "atomic_number": 115,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Lv": { "atomic_number": 116,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Ts": { "atomic_number": 117,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "p" }, "field": null, "resonance": null }, "resonance_tags": ["superheavy"], "phase_alignment": "V" },
    "Og": { "atomic_number": 118,"substrate_assignments": { "material": "decay_dominant", "electronic": { "shell": 7, "block": "p" }, "field": null, "resonance": "quantum_anomalies" }, "resonance_tags": ["superheavy","noble_like"], "phase_alignment": "V" }
  },
 
  "semantic_layers": {
    "phase_alignment": {
      "phase": "I–V",
      "rationale": "Elements span early simple substrates (Phase I) through complex nuclear/field/emergent substrates (Phase V)."
    },
    "resonance_tags": [
      "shell_periodicity",
      "block_structure",
      "stability_gradient",
      "field_attractor",
      "emergent_behavior",
      "superheavy_regime"
    ]
  }
}
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