its done

README.md

@@ -88,6 +88,7 @@ python process_images.py
 The script will:
 - Process each image through the OCR API
 - Extract text, entities, and metadata
+- **Auto-fix broken JSON**: If the LLM returns invalid JSON, the script automatically sends the error back to the LLM along with the original image to get a corrected response
 - Save results to `./results/{folder}/{imagename}.json`
 - Track progress in `processing_index.json` (resume-friendly)
 - Log failed files for later cleanup

process_images.py

@@ -137,6 +137,56 @@ Return ONLY valid JSON in this exact structure:
   "additional_notes": "Any observations about document quality, redactions, damage, etc."
 }"""
 
+    def fix_json_with_llm(self, base64_image: str, broken_json: str, error_msg: str) -> dict:
+        """Ask the LLM to fix its own broken JSON"""
+        response = self.client.chat.completions.create(
+            model=self.model,
+            messages=[
+                {
+                    "role": "system",
+                    "content": self.get_system_prompt()
+                },
+                {
+                    "role": "user",
+                    "content": [
+                        {
+                            "type": "text",
+                            "text": "Extract all text and entities from this image. Return only valid JSON."
+                        },
+                        {
+                            "type": "image_url",
+                            "image_url": {
+                                "url": f"data:image/jpeg;base64,{base64_image}"
+                            }
+                        }
+                    ]
+                },
+                {
+                    "role": "assistant",
+                    "content": broken_json
+                },
+                {
+                    "role": "user",
+                    "content": f"Your JSON response has an error: {error_msg}\n\nPlease fix the JSON and return ONLY the corrected valid JSON. Do not explain, just return the fixed JSON."
+                }
+            ],
+            max_tokens=4096,
+            temperature=0.1
+        )
+
+        content = response.choices[0].message.content.strip()
+
+        # Extract JSON using same logic
+        json_match = re.search(r'```(?:json)?\s*\n(.*?)\n```', content, re.DOTALL)
+        if json_match:
+            content = json_match.group(1).strip()
+        else:
+            json_match = re.search(r'\{.*\}', content, re.DOTALL)
+            if json_match:
+                content = json_match.group(0).strip()
+
+        return json.loads(content)
+
     def process_image(self, image_path: Path) -> ProcessingResult:
         """Process a single image through the API"""
         try:
@@ -173,6 +223,7 @@ Return ONLY valid JSON in this exact structure:
 
             # Parse response
             content = response.choices[0].message.content
+            original_content = content  # Keep original for retry
 
             # Robust JSON extraction
             content = content.strip()
@@ -224,8 +275,14 @@ Return ONLY valid JSON in this exact structure:
                     else:
                         raise ValueError("Could not find complete JSON object")
                 except Exception:
-                    # If we can't salvage it, raise the original error
-                    raise e
+                    # Last resort: Ask LLM to fix its JSON
+                    try:
+                        extracted_data = self.fix_json_with_llm(base64_image, original_content, str(e))
+                    except Exception:
+                        # Save ORIGINAL LLM response to errors directory (not our extracted version)
+                        self.save_broken_json(self.get_relative_path(image_path), original_content)
+                        # If even that fails, raise the original error
+                        raise e
 
             return ProcessingResult(
                 filename=self.get_relative_path(image_path),
@@ -309,6 +366,18 @@ Return ONLY valid JSON in this exact structure:
         with open(result_path, 'w', encoding='utf-8') as f:
             json.dump(result.data, f, indent=2, ensure_ascii=False)
 
+    def save_broken_json(self, filename: str, broken_content: str):
+        """Save broken JSON to errors directory"""
+        error_path = Path("./errors") / filename
+        error_path = error_path.with_suffix('.json')
+
+        # Create parent directories
+        error_path.parent.mkdir(parents=True, exist_ok=True)
+
+        # Save the broken content as-is
+        with open(error_path, 'w', encoding='utf-8') as f:
+            f.write(broken_content)
+
     def save_results(self, results: List[ProcessingResult], output_file: str = "processed_results.json"):
         """Save summary results to JSON file"""
         output_data = {

processing_index.json

@@ -31,6 +31,7 @@
     "IMAGES001/DOJ-OGR-00000215.jpg",
     "IMAGES001/DOJ-OGR-00000216.jpg",
     "IMAGES001/DOJ-OGR-00000241.jpg",
+    "IMAGES001/DOJ-OGR-00000258.jpg",
     "IMAGES001/DOJ-OGR-00000259.jpg",
     "IMAGES001/DOJ-OGR-00000260.jpg",
     "IMAGES001/DOJ-OGR-00000261.jpg",
@@ -400,6 +401,7 @@
     "IMAGES001/DOJ-OGR-00000625.jpg",
     "IMAGES001/DOJ-OGR-00000626.jpg",
     "IMAGES001/DOJ-OGR-00000627.jpg",
+    "IMAGES001/DOJ-OGR-00000628.jpg",
     "IMAGES001/DOJ-OGR-00000629.jpg",
     "IMAGES001/DOJ-OGR-00000630.jpg",
     "IMAGES001/DOJ-OGR-00000631.jpg",
@@ -408,6 +410,7 @@
     "IMAGES001/DOJ-OGR-00000634.jpg",
     "IMAGES001/DOJ-OGR-00000635.jpg",
     "IMAGES001/DOJ-OGR-00000636.jpg",
+    "IMAGES001/DOJ-OGR-00000637.jpg",
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@@ -632,6 +635,7 @@
     "IMAGES001/DOJ-OGR-00000859.jpg",
     "IMAGES001/DOJ-OGR-00000860.jpg",
     "IMAGES001/DOJ-OGR-00000861.jpg",
+    "IMAGES001/DOJ-OGR-00000862.jpg",
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@@ -669,6 +673,7 @@
     "IMAGES001/DOJ-OGR-00000897.jpg",
     "IMAGES001/DOJ-OGR-00000898.jpg",
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+    "IMAGES001/DOJ-OGR-00000900.jpg",
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@@ -868,6 +873,7 @@
     "IMAGES001/DOJ-OGR-00001097.jpg",
     "IMAGES001/DOJ-OGR-00001098.jpg",
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+    "IMAGES001/DOJ-OGR-00001100.jpg",
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@@ -1415,6 +1421,7 @@
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+    "IMAGES001/DOJ-OGR-00001648.jpg",
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@@ -1437,6 +1444,7 @@
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+    "IMAGES001/DOJ-OGR-00001671.jpg",
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@@ -1455,6 +1463,7 @@
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+    "IMAGES001/DOJ-OGR-00001690.jpg",
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@@ -2443,6 +2452,7 @@
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+    "IMAGES001/DOJ-OGR-00002679.jpg",
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@@ -3363,6 +3373,7 @@
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+    "IMAGES002/DOJ-OGR-00003600.jpg",
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+    "IMAGES002/DOJ-OGR-00004232.jpg",
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@@ -4683,6 +4695,7 @@
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+    "IMAGES002/DOJ-OGR-00004922.jpg",
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@@ -5326,6 +5339,7 @@
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+    "IMAGES002/DOJ-OGR-00005566.jpg",
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@@ -6284,6 +6301,7 @@
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+    "IMAGES003/DOJ-OGR-00006528.jpg",
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+    "IMAGES003/DOJ-OGR-00006860.jpg",
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@@ -6633,6 +6652,7 @@
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+    "IMAGES003/DOJ-OGR-00006879.jpg",
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@@ -6800,6 +6820,8 @@
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+    "IMAGES003/DOJ-OGR-00007047.jpg",
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@@ -7092,7 +7114,9 @@
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@@ -7778,8 +7802,10 @@
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+    "IMAGES003/DOJ-OGR-00008029.jpg",
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+    "IMAGES003/DOJ-OGR-00008032.jpg",
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+    "IMAGES003/DOJ-OGR-00008283.jpg",
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+    "IMAGES004/DOJ-OGR-00009028.jpg",
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@@ -9021,6 +9049,7 @@
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@@ -9036,10 +9065,12 @@
     "IMAGES004/DOJ-OGR-00009290.jpg",
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+    "IMAGES004/DOJ-OGR-00009293.jpg",
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+    "IMAGES004/DOJ-OGR-00009298.jpg",
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@@ -9713,7 +9744,9 @@
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+    "IMAGES004/DOJ-OGR-00009972.jpg",
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+    "IMAGES004/DOJ-OGR-00009974.jpg",
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results/IMAGES001/DOJ-OGR-00000637.json

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+{
+  "document_metadata": {
+    "page_number": "1 of 2",
+    "document_number": "52",
+    "date": "08/29/19",
+    "document_type": "NOLLE PROSEQUI",
+    "has_handwriting": false,
+    "has_stamps": true
+  },
+  "full_text": "Case 1:19-cr-00490-RMB Document 52 Filed 08/29/19 Page 1 of 2 Case 1:19-cr-00490-RMB Document 47-1 Filed 08/19/19 Page 1 of 2 UNITED STATES DISTRICT COURT SOUTHERN DISTRICT OF NEW YORK UNITED STATES OF AMERICA -v.- JEFFREY EPSTEIN, Defendant. NOLLE PROSEQUI 19 Cr. 490 (RMB) USDC SDNY DOCUMENT ELECTRONICALLY FILED DOC #: DATE FILED: 8/29/19 1. The filing of this nolle prosequi will dispose of this case with respect to JEFFREY EPSTEIN, the defendant. 2. On July 2, 2019, Indictment 19 Cr. 490 (the \"Indictment\") was returned, charging JEFFREY EPSTEIN, the defendant, with one count of conspiracy to commit sex trafficking of minors, in violation of 18 U.S.C. § 371, and one count of sex trafficking of minors, in violation of 18 U.S.C. § 1591. 3. On or about August 10, 2019, while the above-captioned case was pending, but prior to any trial or other disposition, JEFFREY EPSTEIN, the defendant, died. 4. Because JEFFREY EPSTEIN, the defendant, died while this case was pending, and therefore before a final judgment was issued, the Indictment must be dismissed under the rule of abatement. See United States v. Wright, 160 F.3d 905, 908 (2d Cir. 1998). DOJ-OGR-00000637",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "Case 1:19-cr-00490-RMB Document 52 Filed 08/29/19 Page 1 of 2",
+      "position": "header"
+    },
+    {
+      "type": "printed",
+      "content": "UNITED STATES DISTRICT COURT SOUTHERN DISTRICT OF NEW YORK UNITED STATES OF AMERICA -v.- JEFFREY EPSTEIN, Defendant.",
+      "position": "top"
+    },
+    {
+      "type": "stamp",
+      "content": "NOLLE PROSEQUI 19 Cr. 490 (RMB) USDC SDNY DOCUMENT ELECTRONICALLY FILED DOC #: DATE FILED: 8/29/19",
+      "position": "margin"
+    },
+    {
+      "type": "printed",
+      "content": "1. The filing of this nolle prosequi will dispose of this case with respect to JEFFREY EPSTEIN, the defendant. 2. On July 2, 2019, Indictment 19 Cr. 490 (the \"Indictment\") was returned, charging JEFFREY EPSTEIN, the defendant, with one count of conspiracy to commit sex trafficking of minors, in violation of 18 U.S.C. § 371, and one count of sex trafficking of minors, in violation of 18 U.S.C. § 1591. 3. On or about August 10, 2019, while the above-captioned case was pending, but prior to any trial or other disposition, JEFFREY EPSTEIN, the defendant, died. 4. Because JEFFREY EPSTEIN, the defendant, died while this case was pending, and therefore before a final judgment was issued, the Indictment must be dismissed under the rule of abatement. See United States v. Wright, 160 F.3d 905, 908 (2d Cir. 1998).",
+      "position": "middle"
+    },
+    {
+      "type": "printed",
+      "content": "DOJ-OGR-00000637",
+      "position": "footer"
+    }
+  ],
+  "entities": {
+    "people": [
+      "JEFFREY EPSTEIN"
+    ],
+    "organizations": [
+      "UNITED STATES DISTRICT COURT",
+      "UNITED STATES OF AMERICA"
+    ],
+    "locations": [
+      "NEW YORK"
+    ],
+    "dates": [
+      "July 2, 2019",
+      "August 10, 2019",
+      "08/29/19"
+    ],
+    "reference_numbers": [
+      "19 Cr. 490",
+      "18 U.S.C. § 371",
+      "18 U.S.C. § 1591",
+      "160 F.3d 905",
+      "DOJ-OGR-00000637"
+    ]
+  },
+  "additional_notes": "The document appears to be a court filing with a stamp indicating electronic filing. The text is clear and legible, with no visible redactions or damage."
+}

results/IMAGES001/DOJ-OGR-00002679.json

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+{
+  "document_metadata": {
+    "page_number": "4",
+    "document_number": "146",
+    "date": "02/04/21",
+    "document_type": "court document",
+    "has_handwriting": false,
+    "has_stamps": false
+  },
+  "full_text": "Case 1:20-cr-00330-AJN Document 146 Filed 02/04/21 Page 4 of 16\n\nOther Authorities\nSexual Offences Act 2003 § 9 (Eng.), 2003, c. 42............................................................................................................................4\nTelecommunications Act of 1996, PL 104-104, Feb. 8, 1996, Title V, § 508, 110 Stat. 56...........................................................3\nViolent Crime Control and Law Enforcement Act of 1994, PL 103-322, Sept. 13, 1994, Title XVI, § 160001(g), 108 Stat. 1796................6",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "Case 1:20-cr-00330-AJN Document 146 Filed 02/04/21 Page 4 of 16",
+      "position": "header"
+    },
+    {
+      "type": "printed",
+      "content": "Other Authorities",
+      "position": "top"
+    },
+    {
+      "type": "printed",
+      "content": "Sexual Offences Act 2003 § 9 (Eng.), 2003, c. 42............................................................................................................................4",
+      "position": "top"
+    },
+    {
+      "type": "printed",
+      "content": "Telecommunications Act of 1996, PL 104-104, Feb. 8, 1996, Title V, § 508, 110 Stat. 56...........................................................3",
+      "position": "top"
+    },
+    {
+      "type": "printed",
+      "content": "Violent Crime Control and Law Enforcement Act of 1994, PL 103-322, Sept. 13, 1994, Title XVI, § 160001(g), 108 Stat. 1796................6",
+      "position": "top"
+    }
+  ],
+  "entities": {
+    "people": [],
+    "organizations": [],
+    "locations": [],
+    "dates": [
+      "Feb. 8, 1996",
+      "Sept. 13, 1994",
+      "02/04/21"
+    ],
+    "reference_numbers": [
+      "1:20-cr-00330-AJN",
+      "Document 146",
+      "PL 104-104",
+      "PL 103-322",
+      "§ 9",
+      "§ 508",
+      "§ 160001(g)",
+      "c. 42",
+      "110 Stat. 56",
+      "108 Stat. 1796"
+    ]
+  },
+  "additional_notes": ""
+}

results/IMAGES003/DOJ-OGR-00007048.json

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+{
+  "document_metadata": {
+    "page_number": "32 of 32",
+    "document_number": "462",
+    "date": "11/15/21",
+    "document_type": "court document",
+    "has_handwriting": false,
+    "has_stamps": false
+  },
+  "full_text": "Case 1:20-cr-00330-PAE Document 462 Filed 11/15/21 Page 32 of 32 Juror ID: -31- DOJ-OGR-00007048",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "Case 1:20-cr-00330-PAE Document 462 Filed 11/15/21 Page 32 of 32",
+      "position": "header"
+    },
+    {
+      "type": "printed",
+      "content": "Juror ID:",
+      "position": "top"
+    },
+    {
+      "type": "printed",
+      "content": "-31-",
+      "position": "footer"
+    },
+    {
+      "type": "printed",
+      "content": "DOJ-OGR-00007048",
+      "position": "footer"
+    }
+  ],
+  "entities": {
+    "people": [],
+    "organizations": [
+      "DOJ"
+    ],
+    "locations": [],
+    "dates": [
+      "11/15/21"
+    ],
+    "reference_numbers": [
+      "1:20-cr-00330-PAE",
+      "462",
+      "DOJ-OGR-00007048"
+    ]
+  },
+  "additional_notes": "The document appears to be a court filing with a juror ID section. The page is mostly blank with lines for notes or comments. The footer contains a page number and a reference number."
+}

results/IMAGES004/DOJ-OGR-00009028.json

@@ -0,0 +1,42 @@
+{
+  "document_metadata": {
+    "page_number": "27",
+    "document_number": "613",
+    "date": "02/24/22",
+    "document_type": "court document",
+    "has_handwriting": false,
+    "has_stamps": false
+  },
+  "full_text": "Case 1:20-cr-00330-PAE Document 613 Filed 02/24/22 Page 27 of 66\n\n8:00 THISBEARTRAVELS Posts\nthisbeartravels New York City, N.Y.\n590 likes\nthisbeartravels I can now tell everyone that I was a juror on the Ghislaine Maxwell trial. Been an incredible, surreal experience and an... more\nView all 98 comments\nthisbeartravels @rutter.gram the state does not offer therapy, unfortunately. But I see a therapist regularly so have had some help dealing with the stress from this case.\nnicolejcornes We thank you from around the world for your brilliant service\n5 days ago\nthisbeartravels Manhattan, New York\nShortly thereafter, Juror No. 50 predictably deleted his Twitter account and his Instagram account. He also appears to have deleted his Facebook and LinkedIn accounts.",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "Case 1:20-cr-00330-PAE Document 613 Filed 02/24/22 Page 27 of 66",
+      "position": "header"
+    },
+    {
+      "type": "printed",
+      "content": "Shortly thereafter, Juror No. 50 predictably deleted his Twitter account and his Instagram account. He also appears to have deleted his Facebook and LinkedIn accounts.",
+      "position": "bottom"
+    }
+  ],
+  "entities": {
+    "people": [
+      "Ghislaine Maxwell"
+    ],
+    "organizations": [],
+    "locations": [
+      "New York City",
+      "Manhattan"
+    ],
+    "dates": [
+      "02/24/22",
+      "5 days ago"
+    ],
+    "reference_numbers": [
+      "1:20-cr-00330-PAE",
+      "613"
+    ]
+  },
+  "additional_notes": "The document appears to be a court filing related to the Ghislaine Maxwell trial, with screenshots of a juror's social media posts."
+}

results/IMAGES006/DOJ-OGR-00015822.json

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+{
+  "document_metadata": {
+    "page_number": "25",
+    "document_number": "DOJ-OGR-00015822",
+    "date": "1943-11",
+    "document_type": "Pilot's Flight Log",
+    "has_handwriting": true,
+    "has_stamps": false
+  },
+  "full_text": "DATE 1943 NOV AIRCRAFT MAKE AND MODEL AIRCRAFT IDENTIFICATION MARK POINTS OF DEPARTURE & ARRIVAL FROM TO MILES FLOWN FLT. NO. REMARKS, PROCEDURES, MANEUVERS, ENDORSEMENTS NO. Ldg. AIRPLANE COMPLEX TURE AIRCRAFT CATEGORY 26 HS125-1a2 N908K BGS-CMH-M19-PBI 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 PAGE TOTAL 16 AMT. FORWARD 5447 5447 5447 5447 TOTAL TO DATE 2563 2563 2563 2563 I certify that the statements made by me on this form are true. PILOT'S SIGNATURE",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "DATE 1943 NOV AIRCRAFT MAKE AND MODEL AIRCRAFT IDENTIFICATION MARK POINTS OF DEPARTURE & ARRIVAL FROM TO MILES FLOWN FLT. NO. REMARKS, PROCEDURES, MANEUVERS, ENDORSEMENTS NO. Ldg. AIRPLANE COMPLEX TURE AIRCRAFT CATEGORY",
+      "position": "header"
+    },
+    {
+      "type": "handwritten",
+      "content": "26 HS125-1a2 N908K BGS-CMH-M19-PBI 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461",
+      "position": "body"
+    },
+    {
+      "type": "handwritten",
+      "content": "I certify that the statements made by me on this form are true. PILOT'S SIGNATURE",
+      "position": "footer"
+    }
+  ],
+  "entities": {
+    "people": [],
+    "organizations": [],
+    "locations": [
+      "BGS",
+      "CMH",
+      "M19",
+      "PBI",
+      "IAD",
+      "TGB",
+      "EWR",
+      "SAL",
+      "DCA",
+      "ASC",
+      "MMZ",
+      "BED",
+      "OFA",
+      "SFF",
+      "TPA"
+    ],
+    "dates": [
+      "1943-11-26",
+      "1943-11-04",
+      "1943-11-05",
+      "1943-11-06",
+      "1943-11-08",
+      "1943-11-16",
+      "1943-11-17",
+      "1943-11-20",
+      "1943-11-24",
+      "1943-11-30",
+      "1944-01-02",
+      "1944-01-06",
+      "1944-01-08",
+      "1944-01-15",
+      "1944-01-16",
+      "1944-01-18",
+      "1944-01-20",
+      "1944-01-23"
+    ],
+    "reference_numbers": [
+      "N908K",
+      "HS125-1a2",
+      "430",
+      "431",
+      "432",
+      "433",
+      "434",
+      "435",
+      "436",
+      "437",
+      "438",
+      "439",
+      "440",
+      "441",
+      "442",
+      "443",
+      "444",
+      "445",
+      "446",
+      "447",
+      "448",
+      "449",
+      "450",
+      "451",
+      "452",
+      "453",
+      "454",
+      "455",
+      "456",
+      "457",
+      "458",
+      "459",
+      "460",
+      "461"
+    ]
+  },
+  "additional_notes": "The document is a pilot's flight log from November 1943 to January 1944. The log contains handwritten entries detailing flight information, including dates, aircraft make and model, identification marks, points of departure and arrival, miles flown, and flight numbers. The document has been partially redacted with a black box covering the 'REMARKS, PROCEDURES, MANEUVERS, ENDORSEMENTS' section. The pilot has signed the document at the bottom."
+}

results/IMAGES006/DOJ-OGR-00015825.json

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+{
+  "document_metadata": {
+    "page_number": "28",
+    "document_number": "DOJ-OGR-00015825",
+    "date": "1994 APR 10-30",
+    "document_type": "Pilot's Flight Log",
+    "has_handwriting": true,
+    "has_stamps": false
+  },
+  "full_text": "DATE 1994 APR 10-30 | AIRCRAFT MAKE AND MODEL Cessna 172 | AIRCRAFT IDENTIFICATION MARK N9853K | POINTS OF DEPARTURE & ARRIVAL | MILES FLOWN | FLT. NO. | REMARKS, PROCEDURES, MANEUVERS, ENDORSEMENTS | AIRCRAFT CATEGORY | NO. LDG. | DAY/NIGHT | COMPLEX | TURBINE\n10-30 APR | Cessna 172 | N9853K | MOW | PBI | 523 | 523 |  |  | 16 | 0 | 160 | 16\n26 | HS125-700 | \" | PBE | MOW | 524 | 524 |  |  | 25 | 2 | 25 | 2\n30 | \" | \" | MOW | TEB | 525 | 525 |  |  | 27 | 2 | 27 | 2\n31 | \" | \" | TEB | SAF | 526 | 526 |  |  | 16 | 1 | 16 | 1\nMAY 2 | \" | \" | SAF | PBE | 527 | 527 |  |  | 45 | 4 | 45 | 4\n3 | \" | \" | PBE | TEB | 528 | 528 |  |  | 36 | 3 | 36 | 3\n5 | \" | \" | TEB | DCA | 529 | 529 |  |  | 25 | 2 | 25 | 2\n7 | \" | \" | DCA | TEB | 530 | 530 |  |  | 7 |  | 7 | \n7 | \" | \" | TEB | BOS | 531 |  |  |  | 8 |  | 8 | \n8 | \" | \" | BOS | TEB | 532 |  |  |  | 6 |  | 6 | \n8 | \" | \" | TEB | CRS | 533 |  |  |  | 6 |  | 6 | \n10 | \" | \" | TEBCRS | Regus | 535 |  |  |  | 1 | 1 | 1 | 1\n18 | \" | \" | CMH | SAV | 538 |  |  |  | 14 | 1 | 14 | 1\n18 | \" | \" | SAV | PBI | 539 |  |  |  | 10 | 1 | 10 | 1\n20 | \" | \" | PBI | TEB | 540 |  |  |  | 27 | 2 | 27 | 2\n22 | \" | \" | TEB | PBE | 541 |  |  |  | 25 | 2 | 25 | 2\n26 | \" | \" | PBI | TEB | 542 |  |  |  | 24 | 2 | 24 | 2\nJUL 27 | \" | \" | PBI | TEB | 554 |  |  |  | 25 | 2 | 25 | 2\nI certify that the statements made by me on this form are true.\nPILOT'S SIGNATURE David hidgins\nPAGE TOTAL | 497 | 497 | 49 | AMT. FORWARD 5451 | 6146 | 4515 | 12506 | TOTAL TO DATE 5183 | 6196 | 4564 | 32506",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "DATE 1994 APR 10-30 | AIRCRAFT MAKE AND MODEL | AIRCRAFT IDENTIFICATION MARK | POINTS OF DEPARTURE & ARRIVAL | MILES FLOWN | FLT. NO. | REMARKS, PROCEDURES, MANEUVERS, ENDORSEMENTS | AIRCRAFT CATEGORY | NO. LDG. | DAY/NIGHT | COMPLEX | TURBINE",
+      "position": "header"
+    },
+    {
+      "type": "handwritten",
+      "content": "Cessna 172 | N9853K | MOW | PBI | 523 | 523 |  |  | 16 | 0 | 160 | 16",
+      "position": "body"
+    },
+    {
+      "type": "handwritten",
+      "content": "David hidgins",
+      "position": "footer"
+    }
+  ],
+  "entities": {
+    "people": [
+      "David hidgins"
+    ],
+    "organizations": [],
+    "locations": [
+      "MOW",
+      "PBI",
+      "PBE",
+      "TEB",
+      "SAF",
+      "DCA",
+      "BOS",
+      "CRS",
+      "CMH",
+      "SAV"
+    ],
+    "dates": [
+      "1994 APR 10-30",
+      "APR 26",
+      "APR 30",
+      "MAY 2",
+      "MAY 3",
+      "MAY 5",
+      "MAY 7",
+      "MAY 8",
+      "MAY 10",
+      "MAY 18",
+      "MAY 20",
+      "MAY 22",
+      "MAY 26",
+      "JUL 27"
+    ],
+    "reference_numbers": [
+      "N9853K",
+      "DOJ-OGR-00015825"
+    ]
+  },
+  "additional_notes": "The document is a pilot's flight log with handwritten entries. The log includes details such as aircraft make and model, identification mark, points of departure and arrival, miles flown, and flight numbers. The document is signed by the pilot, David hidgins."
+}

results/IMAGES007/DOJ-OGR-00019411.json

@@ -0,0 +1,51 @@
+{
+  "document_metadata": {
+    "page_number": "12",
+    "document_number": "60",
+    "date": "09/24/2020",
+    "document_type": "court document",
+    "has_handwriting": false,
+    "has_stamps": false
+  },
+  "full_text": "Case 20-3061, Document 60, 09/24/2020, 2938278, Page12 of 58\nMs. Maxwell asked Judge Preska to briefly stay the\n7\nDOJ-OGR-00019411",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "Case 20-3061, Document 60, 09/24/2020, 2938278, Page12 of 58",
+      "position": "header"
+    },
+    {
+      "type": "printed",
+      "content": "Ms. Maxwell asked Judge Preska to briefly stay the",
+      "position": "middle"
+    },
+    {
+      "type": "printed",
+      "content": "7",
+      "position": "middle"
+    },
+    {
+      "type": "printed",
+      "content": "DOJ-OGR-00019411",
+      "position": "footer"
+    }
+  ],
+  "entities": {
+    "people": [
+      "Maxwell",
+      "Preska"
+    ],
+    "organizations": [],
+    "locations": [],
+    "dates": [
+      "09/24/2020"
+    ],
+    "reference_numbers": [
+      "20-3061",
+      "60",
+      "2938278",
+      "DOJ-OGR-00019411"
+    ]
+  },
+  "additional_notes": "The document appears to be a court transcript with redactions."
+}

results/IMAGES009/DOJ-OGR-00024000.json

@@ -0,0 +1,56 @@
+{
+  "document_metadata": {
+    "page_number": null,
+    "document_number": "DOJ-OGR-00024000",
+    "date": null,
+    "document_type": "Annual Data Summary",
+    "has_handwriting": false,
+    "has_stamps": false
+  },
+  "full_text": "ANNUAL DATA SUMMARY 1990 - 1999\nAverage Daily Population\nNumber of Suicides\nRate per 100,000\nNumber of Attempts\nRate per 100,000\nNumber of Suicide Watches\nRate per 100,000\nNumber of Risk Assessments\nRate per 100,000\nType of Institution\nUSP/ADX/SMU\nFCI\nContract Facility\nFDC/MCC/MDC\nFMC\nFPC\nFTC\nRRC/Home Confinement\nFurlough\nLocation\nSHU\nGeneral Population\nSeclusion (FMC)\nOther\nHistory of Mental Illness\nFY 1990\n64,936\n11\n16.9\n186\n286.4\n534\n822.3\n1069\n1,646.2\n1\n4\n0\n2\n1\n0\n0\n0\n0\n5 (63%)\nFY 1991\n79,678\n8\n10.0\n198\n248.5\n516\n647.6\n1321\n1,657.9\n5\n2\n0\n1\n1\n0\n0\n0\n0\n4 (44%)\nFY 1992\n79,602\n6\n7.5\n232\n291.4\n577\n724.9\n1611\n2,023.8\n1\n0\n0\n3\n1\n1\n0\n0\n0\n3 (50%)\nFY 1993\n89,060\n9\n10.1\n412\n462.6\n1046\n1,174.5\n2698\n3,029.4\n2\n1\n0\n5\n3\n0\n0\n0\n0\n6 (55%)\nFY 1994\n92,445\n12\n13.0\n383\n414.3\n753\n814.5\n2049\n2,216.5\n2\n9\n0\n3\n1\n1\n0\n0\n0\n2 (13%)\nFY 1995\n97,934\n15\n15.3\n426\n435.0\n1033\n1,054.8\n2728\n2,785.5\n5\n4\n0\n1\n0\n0\n0\n0\n0\n3 (30%)\nFY 1996\n103,211\n9\n8.7\n342\n331.4\n998\n967.0\n2853\n2,764.2\n1\n3\n0\n4\n1\n0\n1\n0\n0\n4 (40%)\nFY 1997\n109,199\n10\n9.2\n294\n269.2\n1001\n916.7\n3393\n3,107.2\n6\n4\n0\n2\n1\n1\n1\n0\n0\n2 (13%)\nFY 1998\n117,422\n17\n14.5\n515\n438.6\n1067\n908.7\n2839\n2,417.8\n3\n3\n0\n4\n2\n0\n0\n0\n0\n5 (42%)\nFY 1999\n128,427\n7\n5.5\n559\n435.3\n1247\n971.0\n2921\n2,274.4\n4\n1\n0\n2\n0\n0\n0\n0\n0\n2 (29%)\n6\n7\n5 (465)\n7\n0\n0\n4 (103)\n3\n0\n0\n9\n4\n0\n0\n6\n103\nDOJ-OGR-00024000",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "ANNUAL DATA SUMMARY 1990 - 1999",
+      "position": "header"
+    },
+    {
+      "type": "printed",
+      "content": "Average Daily Population\nNumber of Suicides\nRate per 100,000\nNumber of Attempts\nRate per 100,000\nNumber of Suicide Watches\nRate per 100,000\nNumber of Risk Assessments\nRate per 100,000\nType of Institution\nUSP/ADX/SMU\nFCI\nContract Facility\nFDC/MCC/MDC\nFMC\nFPC\nFTC\nRRC/Home Confinement\nFurlough\nLocation\nSHU\nGeneral Population\nSeclusion (FMC)\nOther\nHistory of Mental Illness",
+      "position": "left margin"
+    },
+    {
+      "type": "printed",
+      "content": "FY 1990\n64,936\n11\n16.9\n186\n286.4\n534\n822.3\n1069\n1,646.2\n1\n4\n0\n2\n1\n0\n0\n0\n0\n5 (63%)\nFY 1991\n79,678\n8\n10.0\n198\n248.5\n516\n647.6\n1321\n1,657.9\n5\n2\n0\n1\n1\n0\n0\n0\n0\n4 (44%)\nFY 1992\n79,602\n6\n7.5\n232\n291.4\n577\n724.9\n1611\n2,023.8\n1\n0\n0\n3\n1\n1\n0\n0\n0\n3 (50%)\nFY 1993\n89,060\n9\n10.1\n412\n462.6\n1046\n1,174.5\n2698\n3,029.4\n2\n1\n0\n5\n3\n0\n0\n0\n0\n6 (55%)\nFY 1994\n92,445\n12\n13.0\n383\n414.3\n753\n814.5\n2049\n2,216.5\n2\n9\n0\n3\n1\n1\n0\n0\n0\n2 (13%)\nFY 1995\n97,934\n15\n15.3\n426\n435.0\n1033\n1,054.8\n2728\n2,785.5\n5\n4\n0\n1\n0\n0\n0\n0\n0\n3 (30%)\nFY 1996\n103,211\n9\n8.7\n342\n331.4\n998\n967.0\n2853\n2,764.2\n1\n3\n0\n4\n1\n0\n1\n0\n0\n4 (40%)\nFY 1997\n109,199\n10\n9.2\n294\n269.2\n1001\n916.7\n3393\n3,107.2\n6\n4\n0\n2\n1\n1\n1\n0\n0\n2 (13%)\nFY 1998\n117,422\n17\n14.5\n515\n438.6\n1067\n908.7\n2839\n2,417.8\n3\n3\n0\n4\n2\n0\n0\n0\n0\n5 (42%)\nFY 1999\n128,427\n7\n5.5\n559\n435.3\n1247\n971.0\n2921\n2,274.4\n4\n1\n0\n2\n0\n0\n0\n0\n0\n2 (29%)\n6\n7\n5 (465)\n7\n0\n0\n4 (103)\n3\n0\n0\n9\n4\n0\n0\n6\n103",
+      "position": "main content"
+    },
+    {
+      "type": "printed",
+      "content": "DOJ-OGR-00024000",
+      "position": "footer"
+    }
+  ],
+  "entities": {
+    "people": [],
+    "organizations": [
+      "DOJ"
+    ],
+    "locations": [],
+    "dates": [
+      "1990",
+      "1991",
+      "1992",
+      "1993",
+      "1994",
+      "1995",
+      "1996",
+      "1997",
+      "1998",
+      "1999"
+    ],
+    "reference_numbers": [
+      "DOJ-OGR-00024000"
+    ]
+  },
+  "additional_notes": "The document appears to be a table summarizing annual data on suicides and related statistics within a correctional or penal institution from FY 1990 to FY 1999. The data includes various metrics such as average daily population, number of suicides, suicide attempts, suicide watches, and risk assessments, categorized by type of institution and other factors."
+}

results/IMAGES010/DOJ-OGR-00025738.json

@@ -0,0 +1,65 @@
+{
+  "document_metadata": {
+    "page_number": "1695",
+    "document_number": "DOJ-OGR-00025738",
+    "date": "2019/11/13",
+    "document_type": "email",
+    "has_handwriting": false,
+    "has_stamps": false
+  },
+  "full_text": "Re: Epstein Response\nFrom\nTo\nDate\nSubject:\nAttachments:\nWill do.\n\n\n\n\n\n\n\n\nIf you are emailing about an inmate that may be at risk for suicide or self-harm, this is an emergency situation. Please make sure that you make contact (verbally) to Psychology Staff or the on-call psychologist. Please ensure to maintain constant visual observation of the inmate until formal steps can be taken to ensure his/her safety pending a formal assessment by a Psychologist.\n\n>>> Charisma Edge 11/13/2019 9:00 AM >>>\nYes, I signed it and placed it in the warden's out-box. Double check w him, please so we can have it during the reconstruction meeting. Thanks\n\n\n\n\n\n\n\n\n\ngreat, thanks! I put the corrected Psy Alert memo in your box yesterday\n\n\n\n\n\nPage 8724",
+  "text_blocks": [
+    {
+      "type": "printed",
+      "content": "Re: Epstein Response",
+      "position": "header"
+    },
+    {
+      "type": "printed",
+      "content": "From\nTo\nDate\nSubject:\nAttachments:",
+      "position": "header"
+    },
+    {
+      "type": "handwritten",
+      "content": "Will do.",
+      "position": "middle"
+    },
+    {
+      "type": "printed",
+      "content": "If you are emailing about an inmate that may be at risk for suicide or self-harm, this is an emergency situation. Please make sure that you make contact (verbally) to Psychology Staff or the on-call psychologist. Please ensure to maintain constant visual observation of the inmate until formal steps can be taken to ensure his/her safety pending a formal assessment by a Psychologist.",
+      "position": "middle"
+    },
+    {
+      "type": "handwritten",
+      "content": ">>> Charisma Edge 11/13/2019 9:00 AM >>>\nYes, I signed it and placed it in the warden's out-box. Double check w him, please so we can have it during the reconstruction meeting. Thanks",
+      "position": "middle"
+    },
+    {
+      "type": "handwritten",
+      "content": "great, thanks! I put the corrected Psy Alert memo in your box yesterday",
+      "position": "middle"
+    }
+  ],
+  "entities": {
+    "people": [
+      "Charisma Edge"
+    ],
+    "organizations": [
+      "U.S. Department of Justice",
+      "Federal Bureau of Prisons",
+      "Metropolitan Correctional Center"
+    ],
+    "locations": [
+      "New York",
+      "150 Park Row"
+    ],
+    "dates": [
+      "2019/11/13",
+      "11/13/2019"
+    ],
+    "reference_numbers": [
+      "DOJ-OGR-00025738"
+    ]
+  },
+  "additional_notes": "The document appears to be an email chain related to the Epstein case, with redactions of personal information. The email discusses an inmate at risk for suicide or self-harm and includes instructions for handling such situations. The tone is professional, and the content suggests an official or institutional context."
+}