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SKC Reconstruction

Compression is useful only if the required semantic state can be recovered under the defined reconstruction contract.

Canonical State
Semantic Core
Reconstruction Rules
Reconstructed State
Validation

The reconstruction stage asks:

Can the reduced representation reproduce the semantic structure that the contract requires us to preserve?

This is stronger than asking whether a generated summary sounds similar to the source.

Where SKC marks a reconstruction path deterministic, the same:

  • semantic core
  • reconstruction rules
  • schema
  • version
  • referential inputs

should produce equivalent reconstructed state.

Reconstruction fidelity measures preservation between the reference semantic state and the reconstructed state.

A compression result with poor reconstruction fidelity is not considered a successful semantic reduction merely because it is small.

Reconstruction should be considered invalid when required semantic structure is:

  • missing
  • contradicted
  • ambiguously regenerated
  • structurally altered beyond allowed equivalence
  • dependent on hidden external state
reference = canonical(source)
core = compress(reference)
restored = reconstruct(core)
validate(reference, restored)

The validation result should be explicit rather than inferred from visual similarity.

Continue with Graph Equivalence →.