{
  "chapter_id": "7c944dd4-e972-42c7-ba60-9f6939548e80",
  "manga_id": "ef105a86-4b7e-4ac4-b45c-b7d83b8f5b5e",
  "source": "the eyeball pass over the 19:44 UTC run of 2026-08-12, recorded as prose in NEXT.md. The two woman_a crops sitting on woman_b's id were unnamed there and were identified on 2026-08-13 by re-cropping p030 and p032 from s3://panels.",
  "scope": "three characters walked crop by crop, 38 of the run's 60 assignments. The other 10 characters were never checked by eye and carry no truth row.",
  "keyed_on": "page-space pixel box, [x1,y1,x2,y2] = the panel's bbox offset plus the detection box, matched by IoU. Not panel_id and not character_id: a re-crop remints panel ids and /characters/reset remints character ids, and the fifth cycle does both.",
  "people": {
    "lead": {
      "label": "the lead, named LIM SEONHO in the 19:44 registry",
      "gender": "m"
    },
    "woman_a": {
      "label": "woman A, black bob, cream top with black trim, pearl necklace. A main character the 19:44 registry never named. Expected to become Choi Haeseon from the p040 caption.",
      "gender": "f"
    },
    "woman_b": {
      "label": "woman B, the green-dress woman, brown side ponytail with a scrunchie. Wrongly named Seonho in the 19:44 registry.",
      "gender": "f"
    }
  },
  "not_people": {
    "photo_of_lead": "a photograph of the lead inside a panel",
    "chibi_of_lead": "a chibi drawing of the lead on a monitor"
  },
  "baseline": {
    "run": "2026-08-12 19:44-19:52 UTC, on a registry reset beforehand",
    "detections": 119,
    "assignments": 60,
    "clusters": {
      "lead": {
        "assignments": 16,
        "correct": 14,
        "purity": 0.88
      },
      "woman_a": {
        "assignments": 13,
        "correct": 13,
        "purity": 1.0
      },
      "woman_b": {
        "assignments": 9,
        "correct": 7,
        "purity": 0.78
      }
    },
    "fragmentation": {
      "lead": 1,
      "woman_a": 2,
      "woman_b": 1
    }
  },
  "occurrences": [
    {
      "page": 0,
      "box": [
        0,
        53814,
        810,
        54790
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 38,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        56215,
        862,
        57486
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 40,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        60385,
        900,
        61496
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 43,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        496,
        66848,
        620,
        67051
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 48,
        "local_id": "person_2",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        58,
        68579,
        760,
        69375
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 49,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        285,
        78844,
        409,
        79211
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 57,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 0.9
      }
    },
    {
      "page": 0,
      "box": [
        0,
        82703,
        757,
        83432
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 59,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 0.9
      }
    },
    {
      "page": 0,
      "box": [
        310,
        86176,
        688,
        87211
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 61,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 0.9
      }
    },
    {
      "page": 0,
      "box": [
        628,
        90916,
        898,
        91743
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 65,
        "local_id": "person_2",
        "character_id": "character_2b1b12a1",
        "confidence": 0.9
      }
    },
    {
      "page": 0,
      "box": [
        0,
        94674,
        844,
        95892
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 67,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        120322,
        898,
        121699
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 86,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        151177,
        539,
        152023
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 108,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        157221,
        862,
        158723
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 111,
        "local_id": "person_1",
        "character_id": "character_2b1b12a1",
        "confidence": 0.897
      }
    },
    {
      "page": 0,
      "box": [
        0,
        8758,
        900,
        10118
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 10,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 0.0
      }
    },
    {
      "page": 0,
      "box": [
        412,
        11199,
        900,
        11986
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 11,
        "local_id": "person_2",
        "character_id": "character_b1dd5659",
        "confidence": 0.9
      }
    },
    {
      "page": 0,
      "box": [
        523,
        16210,
        716,
        16532
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 13,
        "local_id": "person_2",
        "character_id": "character_b1dd5659",
        "confidence": 0.826
      }
    },
    {
      "page": 0,
      "box": [
        454,
        20833,
        715,
        21006
      ],
      "person": "photo_of_lead",
      "from_19_44": {
        "panel_order": 17,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 0.9
      },
      "note": "a photograph of him inside the panel, not him"
    },
    {
      "page": 0,
      "box": [
        202,
        22420,
        900,
        23566
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 18,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        24339,
        899,
        25041
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 19,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        30,
        26777,
        202,
        27204
      ],
      "person": "chibi_of_lead",
      "from_19_44": {
        "panel_order": 20,
        "local_id": "person_3",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      },
      "note": "a chibi of him on a monitor, art inside the panel"
    },
    {
      "page": 0,
      "box": [
        106,
        51044,
        741,
        51945
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 36,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 0.9
      }
    },
    {
      "page": 0,
      "box": [
        26,
        64499,
        730,
        65435
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 47,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        382,
        66803,
        464,
        67054
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 48,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 0.888
      }
    },
    {
      "page": 0,
      "box": [
        97,
        71438,
        619,
        72061
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 51,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        463,
        91111,
        675,
        91494
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 65,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        97794,
        900,
        98950
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 69,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        251,
        110663,
        788,
        112008
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 80,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        316,
        114988,
        653,
        115534
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 82,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        123335,
        899,
        124244
      ],
      "person": "lead",
      "from_19_44": {
        "panel_order": 88,
        "local_id": "person_1",
        "character_id": "character_b1dd5659",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        648,
        4620,
        767,
        4830
      ],
      "person": "woman_b",
      "from_19_44": {
        "panel_order": 7,
        "local_id": "person_6",
        "character_id": "character_f0d4e901",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        94,
        11408,
        540,
        11986
      ],
      "person": "woman_b",
      "from_19_44": {
        "panel_order": 11,
        "local_id": "person_1",
        "character_id": "character_f0d4e901",
        "confidence": 0.0
      }
    },
    {
      "page": 0,
      "box": [
        350,
        15975,
        437,
        16256
      ],
      "person": "woman_b",
      "from_19_44": {
        "panel_order": 13,
        "local_id": "person_1",
        "character_id": "character_f0d4e901",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        0,
        35632,
        421,
        36197
      ],
      "person": "woman_b",
      "from_19_44": {
        "panel_order": 26,
        "local_id": "person_1",
        "character_id": "character_f0d4e901",
        "confidence": 0.933
      }
    },
    {
      "page": 0,
      "box": [
        79,
        38398,
        390,
        38652
      ],
      "person": "woman_b",
      "from_19_44": {
        "panel_order": 28,
        "local_id": "person_1",
        "character_id": "character_f0d4e901",
        "confidence": 1.0
      },
      "note": "a chibi of her as an emote, counted as her. Distinct from chibi_of_lead, which is a drawing inside the scene rather than a stylised rendering of the subject."
    },
    {
      "page": 0,
      "box": [
        0,
        41191,
        435,
        42178
      ],
      "person": "woman_b",
      "from_19_44": {
        "panel_order": 29,
        "local_id": "person_1",
        "character_id": "character_f0d4e901",
        "confidence": 1.0
      }
    },
    {
      "page": 0,
      "box": [
        322,
        43342,
        886,
        44191
      ],
      "person": "woman_b",
      "from_19_44": {
        "panel_order": 30,
        "local_id": "person_1",
        "character_id": "character_f0d4e901",
        "confidence": 0.943
      }
    },
    {
      "page": 0,
      "box": [
        471,
        45263,
        525,
        45385
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 31,
        "local_id": "person_3",
        "character_id": "character_f0d4e901",
        "confidence": 1.0
      },
      "note": "woman_a in her cream top, verified 2026-08-13 on a p030 zoom"
    },
    {
      "page": 0,
      "box": [
        81,
        47159,
        899,
        48564
      ],
      "person": "woman_a",
      "from_19_44": {
        "panel_order": 33,
        "local_id": "person_1",
        "character_id": "character_f0d4e901",
        "confidence": 0.853
      },
      "note": "woman_a, unmistakable at full panel width"
    }
  ],
  "dialogue": [],
  "dialogue_todo": "ARCHITECTURE.md's spine also asks for 30 dialogue lines with their true speaker, typed visible | offscreen | narrator | unknown. No such eyeball pass has been done: NEXT.md records no per-line speaker truth, and the dialogue stage is cleared, so there is nothing to transcribe. It has to be watched panel by panel and written here."
}