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Document DS4 experiment and partial results - #8

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Document DS4 experiment and partial results#8
sudoantonio wants to merge 1 commit into
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agent/document-ds4-results

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@sudoantonio

@sudoantonio sudoantonio commented Aug 7, 2026

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What changed

  • documents DeepSeek V4 Flash as the model used throughout the AI-assisted stages of the thesis;
  • identifies Salvatore Sanfilippo's DS4 / DwarfStar as the local inference runtime;
  • uses the attached graph as the repository's main image;
  • describes the structure and results of the G1 graph using the versioned artifacts;
  • explicitly states that the experiment is partial;
  • distinguishes the 45-question extraction draft from the future simplified D2 questionnaire for organisations.

Documented results

  • G1 graph: 171 nodes, 170 edges, one root, and 68 terminal nodes;
  • 219 valid signatures and 143 distinct signatures;
  • 99 calls with a unique signature;
  • 120 calls distributed across 44 duplicate-signature groups;
  • terminal distribution: 79 FIN, 50 APP, 40 ACC, 36 MAN, and 14 MIX.

Declared limitation

The D2_soggetti_giuridici questionnaire, intended to reduce the base questionnaire
to a targeted set of questions about participating organisations, has not yet been
stabilised or applied to real organisational profiles. Matching and ranking are
therefore not presented as empirical results.

Verification

  • 89 tests passed;
  • Python compilation completed successfully;
  • metrics recalculated from the repository's JSON artifacts;
  • graph image recovered unchanged from the thesis Keynote presentation.

@sudoantonio sudoantonio closed this Aug 7, 2026
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