Creative Commons Attribution 4.0 International (CC-BY-4.0)

Copyright 2026 Novelis (Intentia research programme)

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                license, and indicate if changes were made.

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Full license text: https://creativecommons.org/licenses/by/4.0/legalcode

Suggested attribution:
   "mssense Evaluation Benchmark v1.1-eval, Novelis (Intentia research
    programme), 2026, https://doi.org/10.5281/zenodo.21105006, CC-BY-4.0,
    derived in part from WONDERBREAD (see Provenance)."

This LICENSE-DATA applies to all files under:
  - data/
  - reports/
  - docs/

Provenance — derived works from WONDERBREAD (v1.1-eval clarification):
  The 'mssense_public_creation_wonderbread_v1_full' sub-corpus is PREPARED
  internally but is NOT INCLUDED in the v1.1-eval JSONL released as
  data/mssense_eval_benchmark_v1_1.jsonl. Its merge into the official
  benchmark is deferred to v1.2 pending adjudication. Consequently, the
  WONDERBREAD upstream-attribution clause below is FORWARD-LOOKING — it
  takes effect only when the WONDERBREAD branch is merged.

  Forward-looking clause: when the WONDERBREAD-derived sub-corpus is
  merged, downstream users of the resulting samples will be asked to
  additionally cite WONDERBREAD in accordance with its own license terms.
  The transformation pipeline used (internal, not distributed) is restricted
  to extracting metadata, intent, action trace and SOP fields, normalized to
  the mssense canonical schema; videos and key-frame images are not
  republished in this benchmark.

  Internal-origin sub-corpora ('mssense_public_audit_internal_v1*',
  'mssense_public_validation_internal_v1*') are authored in-house within the
  Intentia research programme (Novelis) and are licensed solely under CC-BY-4.0.

V5.15.h augmentation notice:
  v1.1-eval includes 93 paraphrastic augmented samples derived from the
  original v1.0 THINKING (12) and DONE (5) seeds via a deterministic
  template-substitution script (seed 20260610). The
  augmentation does not introduce any new upstream provenance — augmented
  samples inherit the parent's provenance and additionally carry a
  lineage_parent_id field for direct cross-reference. The CC-BY-4.0 grant
  on the original seeds extends to the augmented variants.