Brief — Enhance & Resolve

{
  "payload": {
    "caption": "# Aircraft Scene Description\n\n## Aircraft Type and Identification\n\nThe image shows a **four-engine regional jet airliner**, identifiable as an **Avro RJ-85** (British Aerospace lineage). This is confirmed by small text visible on the rear fuselage reading \"AVRO RJ-85.\" The aircraft is characterized by its distinctive high-mounted wing, four underwing turbofan engines, and T-tail configuration.\n\n## Registration Marking\n\nThe **registration code \"EI-RJC\"** is prominently displayed in dark blue lettering on the rear fuselage, just forward of the tail section. The \"EI-\" prefix indicates registration in the **Republic of Ireland**.\n\n## Livery and Branding\n\nThe aircraft wears the **CityJet** livery:\n- \"CITYJET\" branding appears in dark blue text on the forward fuselage, accompanied by a red accent mark\n- The website \"CITYJET.COM\" is printed near the engine/wing area\n- The tail fin features a large red and grey design with \"CITYJET\" written vertically and a small circular EU/star emblem near the top\n- The main fuselage is predominantly white with dark blue passenger window outlines and decorative dashed marking below the windows\n\n## Setting and Position\n\n- The aircraft is on the ground, positioned on a **taxiway** marked with yellow guidance lines\n- The scene is at an **airport**, viewed from a distance across grass fields\n- A concrete barrier/wall runs horizontally in the mid-ground\n- Green grass fields occupy both the foreground and areas around the taxiway\n- The background shows a flat horizon with what appears to be distant airport infrastructure and a tree line\n\n## Notable Details\n\n- The landing gear is deployed (nose gear and main gear visible)\n- Small red markings/dots appear along the lower fuselage\n- Passenger cabin windows and door outlines are visible along the fuselage\n- The photo appears taken through or near a **barbed wire fence** (thin lines visible in the lower foreground)\n- Weather appears clear with blue sky and scattered high clouds; lighting suggests daytime\n\n## Investigator Notes\n\nThe registration **EI-RJC** and operator **CityJet** are the key identifying data points. No people are clearly visible outside the aircraft, though shadowy figures may be present in the cockpit windows.",
    "ocr": "",
    "detections": []
  },
  "meta": {
    "time": "2026-07-13T03:12:52.688Z",
    "case": "case:enhance",
    "provider": "brain:cloudglue",
    "model": "tinycloud:advanced"
  },
  "media": {
    "ref": "showcase/_media/enhance/cityjet-eirjc.jpg"
  }
}

{
  "payload": {
    "caption": "This is a small, low-resolution image showing what appears to be a heavily pixelated and blurry surface. The image has a mottled, multicolored texture with speckled patterns in shades of green, blue, gray, pink, purple, and white. In the upper left portion of the image, there is some text overlaid in dark lettering. The overall image quality is poor, making fine details difficult to discern. No people, distinct objects, or clear actions are visible due to the pixelation and low resolution.",
    "ocr": "E-RUC",
    "detections": []
  },
  "meta": {
    "time": "2026-07-13T03:12:58.969Z",
    "case": "case:enhance",
    "provider": "brain:cloudglue",
    "model": "tinycloud:advanced"
  },
  "media": {
    "ref": "showcase/_media/enhance/reg-eirjc-degraded.jpg"
  }
}

{
  "payload": {
    "text": "BEFORE: 64px surveillance-quality crop of the rear fuselage. Baseline OCR misreads the registration as 'E-RUC' — a garbled, wrong tail number.",
    "tags": [
      "enhance",
      "before",
      "ocr"
    ],
    "confidence": "low",
    "ref": "showcase/_media/enhance/reg-eirjc-degraded.jpg",
    "related_record": "rec_abc87b3d222775db"
  },
  "meta": {
    "time": "2026-07-13T03:12:59.436Z",
    "provider": "human",
    "case": "case:enhance"
  },
  "media": {
    "ref": "showcase/_media/enhance/reg-eirjc-degraded.jpg"
  }
}

{
  "payload": {
    "ops": [
      "denoise",
      "upscale"
    ],
    "skipped": [],
    "modality": "image",
    "output": "case:enhance/.overcast/media/reg-eirjc-degraded_enhanced_4b29594531.png"
  },
  "meta": {
    "time": "2026-07-13T03:12:59.991Z",
    "provider": "ffmpeg",
    "case": "case:enhance"
  },
  "media": {
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_enhanced_4b29594531.png"
  }
}

{
  "payload": {
    "caption": "This is a low-resolution, somewhat blurry photograph showing a portion of what appears to be an aircraft fuselage. The visible surface is a light gray/white color, curving along the right side of the frame. The upper left portion of the image shows a darker gray or black area. Registration lettering is visible on the fuselage in dark bold characters. The image quality is grainy with limited detail, making fine features hard to discern. No people are visible in the frame.",
    "ocr": "EI-RJC",
    "detections": []
  },
  "meta": {
    "time": "2026-07-13T03:13:06.801Z",
    "case": "case:enhance",
    "provider": "brain:cloudglue",
    "model": "tinycloud:advanced"
  },
  "media": {
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_enhanced_4b29594531.png"
  }
}

{
  "payload": {
    "text": "AFTER (deterministic): enhance --ops denoise,upscale (ffmpeg hqdn3d denoise + 2x upscale, no generative model). Re-OCR reads 'EI-RJC' — the true registration, recovered.",
    "tags": [
      "enhance",
      "after",
      "ocr",
      "recovered"
    ],
    "confidence": "medium",
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_enhanced_4b29594531.png",
    "related_record": "rec_8cff224fc268734c"
  },
  "meta": {
    "time": "2026-07-13T03:13:07.270Z",
    "provider": "human",
    "case": "case:enhance"
  },
  "media": {
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_enhanced_4b29594531.png"
  }
}

{
  "payload": {
    "output": "case:enhance/.overcast/media/reg-eirjc-degraded_fal.png",
    "ops": [
      "fal"
    ],
    "model": "fal:fal-ai/aura-sr"
  },
  "meta": {
    "time": "2026-07-13T03:13:12.525Z",
    "provider": "fal:fal-ai/aura-sr",
    "case": "case:enhance"
  },
  "media": {
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_fal.png"
  }
}

{
  "payload": {
    "caption": "This is a low-resolution, blurry close-up photograph showing a portion of what appears to be the fuselage or body of an aircraft. The upper portion of the image is a light off-white or pale gray surface, curving in a way consistent with the side of an airplane. Painted on this surface in dark blue characters outlined in a lighter tone is an alphanumeric registration marking. To the upper left of the marking there is a small dark shape (possibly a rivet, mark, or fitting). Below the lettering there is a darker rounded shape, possibly a hole, dark spot, or fitting on the surface. The lower portion of the image is out of focus and shows indistinct darker areas with some reddish/brown and blue-gray coloring, possibly the lower part of the aircraft, ground, or background equipment. The overall image quality is poor, with pixelation and motion or focus blur.",
    "ocr": "EI-RJC",
    "detections": []
  },
  "meta": {
    "time": "2026-07-13T03:13:19.547Z",
    "case": "case:enhance",
    "provider": "brain:cloudglue",
    "model": "tinycloud:advanced"
  },
  "media": {
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_fal.png"
  }
}

{
  "payload": {
    "text": "AFTER (generative, RECONSTRUCTIVE): fal aura-sr super-resolution. Visually the crispest result; reads 'EI-RJC'. Synthesized pixels are a lead, not proof — repeat runs slip the final letter.",
    "tags": [
      "enhance",
      "after",
      "generative",
      "reconstructive"
    ],
    "confidence": "low",
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_fal.png",
    "related_record": "rec_67ad88235e1a7e52"
  },
  "meta": {
    "time": "2026-07-13T03:13:20.309Z",
    "provider": "human",
    "case": "case:enhance"
  },
  "media": {
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_fal.png"
  }
}

{
  "payload": {
    "caption": "The image is a close-up photograph of the rear fuselage of an aircraft. The fuselage is painted white/light grey and curves toward the tail section, which is visible on the right side of the frame tapering upward. The registration marking \"EI-RJC\" is painted in dark blue block letters on the side of the fuselage. To the left of the text are two small circular ports or fittings on the aircraft skin — one near the upper left with a reddish/orange center, and another below and to the right of the text also with a reddish/orange center, both appearing to be drain masts, vents, or navigation/marker fittings. The lower background, beneath the fuselage, shows a blurred green area consistent with grass or vegetation, and some indistinct darker shapes. The image is somewhat grainy and lacks sharp focus in the background. No people are visible.",
    "ocr": "EI-RJC",
    "detections": []
  },
  "meta": {
    "time": "2026-07-13T03:13:27.806Z",
    "case": "case:enhance",
    "provider": "brain:cloudglue",
    "model": "tinycloud:advanced"
  },
  "media": {
    "ref": "showcase/_media/enhance/reg-eirjc-full.png"
  }
}

{
  "payload": {
    "text": "Registration recovered from the degraded crop: aircraft is CityJet Avro RJ85 EI-RJC. Deterministic denoise+upscale re-OCR reads EI-RJC, confirmed by the full-resolution source control (EI-RJC).",
    "target": "CityJet Avro RJ85 in the ramp photo",
    "source_record": "rec_8cff224fc268734c",
    "source_verb": "see",
    "trigger": "human",
    "status": "open",
    "target_id": "tgt_6aca61",
    "confidence": "medium",
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_enhanced_4b29594531.png"
  },
  "meta": {
    "time": "2026-07-13T03:13:28.201Z",
    "case": "case:enhance",
    "provider": "human"
  },
  "media": {
    "ref": "case:enhance/.overcast/media/reg-eirjc-degraded_enhanced_4b29594531.png"
  }
}

{
  "payload": {
    "text": "ENHANCE & RESOLVE — verdict: a 64px noisy smudge that baseline OCR misread as 'E-RUC' is cleaned up and upscaled to read EI-RJC, the CityJet Avro RJ85's true tail number, confirmed against the full-resolution source. Deterministic denoise nailed it; the flashy generative super-res is a lead, not proof.",
    "tags": [
      "tldr"
    ],
    "confidence": "medium"
  },
  "meta": {
    "time": "2026-07-13T03:13:28.552Z",
    "provider": "human",
    "case": "case:enhance"
  },
  "media": null
}