[
  {
    "section": "s1",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "1. A token is an engineering unit"
  },
  {
    "section": "s2",
    "kind": "source_based_review",
    "sources": [
      "dl3-a06-1",
      "dl3-a06-2",
      "dl3-a06-3",
      "dl3-a06-4",
      "dl3-a06-5",
      "dl3-a06-6"
    ],
    "claim": "2. What the selected source records contribute"
  },
  {
    "section": "s3",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "3. Encoding and decoding are different maps"
  },
  {
    "section": "s4",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "4. An exact segmentation example"
  },
  {
    "section": "s5",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "5. Marginalization can be computationally difficult"
  },
  {
    "section": "s6",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "6. Perplexity depends on the denominator"
  },
  {
    "section": "s7",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "7. Normalization changes the sample space"
  },
  {
    "section": "s8",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "8. Multilingual efficiency requires a distribution"
  },
  {
    "section": "s9",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "9. Context budgets are representation-dependent"
  },
  {
    "section": "s10",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "10. Training budgets need multiple denominators"
  },
  {
    "section": "s11",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "11. Special tokens can carry hidden assumptions"
  },
  {
    "section": "s12",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "12. Robustness is task-specific"
  },
  {
    "section": "s13",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "13. A reproducible comparison protocol"
  },
  {
    "section": "s14",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "14. What the executable controls establish"
  },
  {
    "section": "s15",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "15. Reading a tokenizer claim critically"
  },
  {
    "section": "s16",
    "kind": "author_analysis_or_verification_proposal",
    "sources": [],
    "claim": "16. Open questions and limits"
  }
]