=== gemini engine started ===
=== attempt 1 (in=7003 out=1747 finish=STOP) ===
```json
{
  "witnesses": ["SahidicBible", "sa 2006", "sa 2044", "sa 2047", "LXX"],
  "table": [
    [["2", "4", "6", "8"], ["2", "4", "6", "8"], ["2", "4", "6", "8"], ["2", "4", "6", "8"], ["2", "4", "6", "8"]],
    [[], [], ["10"], [], ["10"]],
    [["10", "12"], ["10", "12"], ["12", "14"], ["10", "12"], ["12", "14", "16"]],
    [["14", "16"], [], ["16", "18"], ["14", "16"], ["18"]],
    [["18"], ["14"], ["20"], ["18"], []],
    [["20"], ["16"], ["22"], ["20"], ["20", "22", "24"]],
    [["22"], ["18", "20"], ["24"], ["22"], ["26", "28"]],
    [[], ["22", "24", "26"], [], [], []],
    [["24"], [], ["26"], ["24"], ["30", "32"]],
    [["26", "28"], ["28"], ["28", "30"], ["26", "28"], ["34", "36", "38"]],
    [[], ["30", "32"], ["32", "34"], [], ["40"]],
    [["30", "32", "34", "36", "38"], ["34", "36", "38", "40", "42"], ["36", "38", "40", "42", "44"], ["30", "32", "34", "36", "38"], ["42", "44", "46", "48", "50", "52"]]
  ],
  "verify": {
    "SahidicBible": ["2", "4", "6", "8", "10", "12", "14", "16", "18", "20", "22", "24", "26", "28", "30", "32", "34", "36", "38"],
    "sa 2006": ["2", "4", "6", "8", "10", "12", "14", "16", "18", "20", "22", "24", "26", "28", "30", "32", "34", "36", "38", "40", "42"],
    "sa 2044": ["2", "4", "6", "8", "10", "12", "14", "16", "18", "20", "22", "24", "26", "28", "30", "32", "34", "36", "38", "40", "42", "44"],
    "sa 2047": ["2", "4", "6", "8", "10", "12", "14", "16", "18", "20", "22", "24", "26", "28", "30", "32", "34", "36", "38"],
    "LXX": ["2", "4", "6", "8", "10", "12", "14", "16", "18", "20", "22", "24", "26", "28", "30", "32", "34", "36", "38", "40", "42", "44", "46", "48", "50", "52"]
  },
  "regularization_suggestions": [
    {"source": "ⲛⲅϫⲟⲟⲥ", "target": "ⲛ︤ⲅ︥ϫⲟⲟⲥ", "class": "regularised", "reason": "orthographic variation in superlinear strokes"},
    {"source": "ⲛⲁⲧⲁⲓⲟ", "target": "ⲛⲁⲧⲁⲓ̈ⲟ", "class": "regularised", "reason": "presence/absence of diaeresis"},
    {"source": "ⲛⲁⲧⲁⲉⲓⲟ", "target": "ⲛⲁⲧⲁⲓ̈ⲟ", "class": "regularised", "reason": "spelling variant of the same word"},
    {"source": "ⲉⲩⲥⲧⲟⲓ", "target": "ⲉⲩⲥⲧⲟⲓ̈", "class": "regularised", "reason": "presence/absence of diaeresis"},
    {"source": "ⲉϩⲣⲁⲓ", "target": "ⲉϩⲣⲁⲓ̈", "class": "regularised", "reason": "presence/absence of diaeresis"},
    {"source": "ϩⲛ", "target": "ϩ︤ⲛ︥", "class": "regularised", "reason": "orthographic variation in superlinear strokes"}
  ],
  "ai_comments": "The alignment follows the Sahidic Bible as the base text. Cross-language alignment with the LXX was performed based on semantic equivalents: ϩⲱⲛ = Ἔντειλαι, ⲛ̄ⲛ̄ϣⲏⲣⲉ ⲙ̄ⲡⲓⲥⲣⲁⲏⲗ = υἱοῖς Ἰσραὴλ, ⲛⲁⲇⲱⲣⲟⲛ = Τὰ δῶρά μου, etc. Witness sa 2006 shows significant variation, including the omission of ⲉⲕϫⲱ ⲙ̄ⲙⲟⲥ and ⲛⲁⲕⲁⲣⲡⲟⲥ, and the addition of a repeated offering phrase (ⲉⲧⲉⲧⲛⲁⲧⲁⲗⲟⲟⲩ ⲛⲁⲓ̈ ⲉϩⲣⲁⲓ). Witnesses sa 2006, sa 2044, and the LXX include a phrase corresponding to διατηρήσετε (ⲉⲧⲉⲧⲛⲉϩⲁⲣⲉϩ ⲉⲣⲟⲟⲩ), which is absent in the PBT and sa 2047. The final ColumnGroup merges the concluding offering instructions and temporal markers (ϩⲛ ⲛⲁϣⲁ = ἐν ταῖς ἑορταῖς μου)."
}
```

+++ SUCCESS: 12 CGs, 5 witnesses +++

=== attempt 1 (in=7003 out=3439 finish=STOP) ===
```json
{
  "witnesses": [
    "SahidicBible",
    "sa 2006",
    "sa 2044",
    "sa 2047",
    "LXX"
  ],
  "table": [
    [
      ["2", "4"],
      ["2", "4"],
      ["2", "4"],
      ["2", "4"],
      ["2"]
    ],
    [
      ["6"],
      ["6"],
      ["6"],
      ["6"],
      ["4", "6"]
    ],
    [
      ["8"],
      ["8"],
      ["8"],
      ["8"],
      ["8"]
    ],
    [
      [],
      [],
      ["10"],
      [],
      ["10"]
    ],
    [
      ["10"],
      ["10"],
      ["12"],
      ["10"],
      ["12"]
    ],
    [
      ["12"],
      ["12"],
      ["14"],
      ["12"],
      ["14", "16"]
    ],
    [
      ["14", "16", "18"],
      ["14"],
      ["16", "18", "20"],
      ["14", "16", "18"],
      ["18"]
    ],
    [
      ["20"],
      ["16"],
      ["22"],
      ["20"],
      ["20", "22", "24"]
    ],
    [
      [],
      ["18"],
      [],
      [],
      []
    ],
    [
      ["22"],
      ["20"],
      ["24"],
      ["22"],
      ["26", "28"]
    ],
    [
      ["24"],
      [],
      ["26"],
      ["24"],
      ["30", "32"]
    ],
    [
      ["26"],
      [],
      ["28"],
      ["26"],
      ["34", "36"]
    ],
    [
      ["28"],
      [],
      ["30"],
      ["28"],
      ["38"]
    ],
    [
      [],
      ["22", "24", "26", "28"],
      [],
      [],
      []
    ],
    [
      [],
      ["30"],
      ["32"],
      [],
      ["40"]
    ],
    [
      [],
      ["32"],
      ["34"],
      [],
      []
    ],
    [
      ["30"],
      ["34"],
      ["36"],
      ["30"],
      ["42"]
    ],
    [
      ["32", "34", "36"],
      ["36", "38", "40"],
      ["38", "40", "42"],
      ["32", "34", "36"],
      ["44", "46"]
    ],
    [
      ["38"],
      ["42"],
      ["44"],
      ["38"],
      ["48", "50", "52"]
    ]
  ],
  "verify": {
    "SahidicBible": [
      "10",
      "12",
      "14",
      "16",
      "18",
      "2",
      "20",
      "22",
      "24",
      "26",
      "28",
      "30",
      "32",
      "34",
      "36",
      "38",
      "4",
      "6",
      "8"
    ],
    "sa 2006": [
      "10",
      "12",
      "14",
      "16",
      "18",
      "2",
      "20",
      "22",
      "24",
      "26",
      "28",
      "30",
      "32",
      "34",
      "36",
      "38",
      "4",
      "40",
      "42",
      "6",
      "8"
    ],
    "sa 2044": [
      "10",
      "12",
      "14",
      "16",
      "18",
      "2",
      "20",
      "22",
      "24",
      "26",
      "28",
      "30",
      "32",
      "34",
      "36",
      "38",
      "4",
      "40",
      "42",
      "44",
      "6",
      "8"
    ],
    "sa 2047": [
      "10",
      "12",
      "14",
      "16",
      "18",
      "2",
      "20",
      "22",
      "24",
      "26",
      "28",
      "30",
      "32",
      "34",
      "36",
      "38",
      "4",
      "6",
      "8"
    ],
    "LXX": [
      "10",
      "12",
      "14",
      "16",
      "18",
      "2",
      "20",
      "22",
      "24",
      "26",
      "28",
      "30",
      "32",
      "34",
      "36",
      "38",
      "4",
      "40",
      "42",
      "44",
      "46",
      "48",
      "50",
      "52",
      "6",
      "8"
    ]
  },
  "regularization_suggestions": [
    {
      "source": "ⲛⲉⲛϣⲏⲣⲉ",
      "target": "ⲛ̄ⲛ̄ϣⲏⲣⲉ",
      "class": "regularised",
      "reason": "spelling variant with filler vowel for syllabic n, or morphological variant"
    },
    {
      "source": "ⲛⲛϣⲏⲣⲉ",
      "target": "ⲛ̄ⲛ̄ϣⲏⲣⲉ",
      "class": "regularised",
      "reason": "omission of supralinear stroke"
    },
    {
      "source": "ⲛⲅϫⲟⲟⲥ",
      "target": "ⲛ︤ⲅ︥ϫⲟⲟⲥ",
      "class": "regularised",
      "reason": "omission of supralinear stroke"
    },
    {
      "source": "ⲛⲅ̄ϫⲟⲟⲥ",
      "target": "ⲛ︤ⲅ︥ϫⲟⲟⲥ",
      "class": "regularised",
      "reason": "variation in supralinear stroke placement"
    },
    {
      "source": "ⲛⲁⲧⲁⲉⲓⲟ",
      "target": "ⲛⲁⲧⲁⲓ̈ⲟ",
      "class": "regularised",
      "reason": "orthographic variant of ⲧⲁⲉⲓⲟ/ⲧⲁⲓⲟ"
    },
    {
      "source": "ⲛⲁⲧⲁⲓⲟ",
      "target": "ⲛⲁⲧⲁⲓ̈ⲟ",
      "class": "regularised",
      "reason": "omission of trema"
    },
    {
      "source": "ⲉⲩⲥⲧⲟⲓ",
      "target": "ⲉⲩⲥⲧⲟⲓ̈",
      "class": "regularised",
      "reason": "omission of trema"
    },
    {
      "source": "ⲛ︤ⲥ︥ϯⲛⲟⲩϥⲉ",
      "target": "ⲛ̄ⲥϯⲛⲟⲩϥⲉ",
      "class": "regularised",
      "reason": "variation in supralinear stroke placement"
    },
    {
      "source": "ⲉⲧⲉⲧⲛⲉⲧⲁⲗⲟⲟⲩ",
      "target": "ⲉⲧⲉⲧ︤ⲛ︥ⲉⲧⲁⲗⲟⲟⲩ",
      "class": "regularised",
      "reason": "omission of supralinear stroke"
    },
    {
      "source": "ⲉϩⲣⲁⲓ",
      "target": "ⲉϩⲣⲁⲓ̈",
      "class": "regularised",
      "reason": "omission of trema"
    },
    {
      "source": "ϩⲛ",
      "target": "ϩ︤ⲛ︥",
      "class": "regularised",
      "reason": "omission of supralinear stroke"
    }
  ],
  "ai_comments": "<b>Alignment of Sahidic witnesses and LXX for Numbers 28:2:</b><br><ul><li><b>LXX is aligned semantically:</b> Ἔντειλαι = ϩⲱⲛ ⲉⲧⲟⲟⲧⲟⲩ, τοῖς υἱοῖς = ⲛ̄ⲛ̄ϣⲏⲣⲉ, Ἰσραὴλ = ⲙ̄ⲡⲓⲥⲣⲁⲏⲗ, καὶ = ⲁⲩⲱ (sa 2044), ἐρεῖς = ⲛ︤ⲅ︥ϫⲟⲟⲥ, πρὸς αὐτοὺς = ⲛⲁⲩ, λέγων = ⲉⲕϫⲱ ⲙ̄ⲙⲟⲥ ϫⲉ, Τὰ δῶρά μου = ⲛⲁⲇⲱⲣⲟⲛ, δόματά μου = ⲛⲁⲧⲁⲓ̈ⲟ, καρπώματά μου = ⲛⲁⲕⲁⲣⲡⲟⲥ, εἰς ὀσμὴν = ⲉⲩⲥⲧⲟⲓ̈, εὐωδίας = ⲛ̄ⲥϯⲛⲟⲩϥⲉ, διατηρήσετε = ⲉⲧⲉⲧⲛⲉϩⲁⲣⲉϩ (sa 2006, sa 2044), προσφέρειν = ⲉⲧⲉⲧ︤ⲛ︥ⲉⲧⲁⲗⲟⲟⲩ / ⲉⲧⲁⲗⲟⲟⲩ, ἐμοὶ = ⲛⲁⲓ̈, ἐν = ϩ︤ⲛ︥, ταῖς ἑορταῖς μου = ⲛⲁϣⲁ.</li><li><b>sa 2006 restructuring:</b> sa 2006 omits ⲛⲁⲕⲁⲣⲡⲟⲥ ⲉⲩⲥⲧⲟⲓ̈ ⲛ̄ⲥϯⲛⲟⲩϥⲉ and inserts ⲉⲧⲉⲧⲛⲁⲧⲁⲗⲟⲟⲩ ⲛⲁⲓ ⲉϩⲣⲁⲓ ⲉⲩⲑⲩⲥⲓⲁ before the ⲉⲧⲉⲧⲛⲉϩⲁⲣⲉϩ clause. These are kept in their sequential order as insertions.</li><li><b>sa 2044 and sa 2006</b> include the ⲉⲧⲉⲧⲛⲉϩⲁⲣⲉϩ ⲉⲣⲟⲟⲩ clause, which aligns with LXX διατηρήσετε.</li><li><b>PBT and sa 2047</b> lack the ⲉⲧⲉⲧⲛⲉϩⲁⲣⲉϩ clause, having only ⲉⲧⲉⲧ︤ⲛ︥ⲉⲧⲁⲗⲟⲟⲩ (you shall offer them), whereas sa 2006 and sa 2044 have ⲉⲧⲁⲗⲟⲟⲩ (to offer them) dependent on ⲉⲧⲉⲧⲛⲉϩⲁⲣⲉϩ.</li><li>Columns with one-to-many or many-to-one correspondences (especially involving LXX) are kept unmerged to preserve structural alignment information.</li></ul>"
}
```

+++ SUCCESS: 19 CGs, 5 witnesses +++