AI review — page 35

claude-opus-4-8 · prompt v7 · 2026-09-02T12:48:10+00:00 · applied: yes · changed: yes

Screenshot sent to the model (reading-order tags burned on)

Instructions (system prompt)

The screenshot has annotations burned onto it that are NOT part of the document:
- a small red numbered tag at the top-left corner of each item, showing that item's position in the OCR-determined reading order (the same order the items appear in the json data);
- a red-and-white dotted outline around each item, showing the area the OCR detected for that content block.
Use the tags and outlines to see the detected reading order and item boundaries directly on the page, and judge that sequence against how a human would naturally read it. Ignore the annotations when checking text fidelity — they overlay the content, they are not content.

For the given screenshot of a PDF's page and the attached json data, I want you to perform the following tasks in order...

Review the reading order set out in the json data and compare to what a natural reading order for that of a human would be by looking at the screenshot. Decide on any changes and re-arrange the items for the most logical reading order.
Look at all text for each item and correct any extraction errors like missing words, spelling mistakes etc.
Look at each item in the JSON and ensure that the OCR process has identified the item as the correct type: text, list item etc.
Look for any text that duplicates: if two items next to each other contain the exact same text but the text only appears once on the screenshot, one of them is an extraction error — keep the item whose box matches where the text is visible and flag the other for removal.
Make amendments as you proceed through the items and list of instructions.
Reading Order Advice: If there is columns with headings and text, I wouldnt expect the reading order to jump from one heading straight to another if there is text associated with that heading.

Return format: Give me the json data back only, with the amendments you make.

Mechanical notes (so your answer can be applied automatically):
- Each item has an `id` — keep every item and its `id` exactly as given; never invent, drop or duplicate ids. Re-arranging means changing the position of items (and their nesting) in the arrays.
- Never move text (or a type) from one item to another: each item's coordinates travel with its id, so to change reading order you must move the whole item object, and text amendments must be in-place corrections of that item's own text.
- To flag a duplicate item, keep it in the array and add `"remove": "duplicate"` to it — never just delete it (deleted items are restored automatically).
- ids are opaque labels, not sequence numbers: never renumber them. After a removal or re-arrangement, every remaining item keeps the exact id it came with, even if the ids no longer look sequential.
- Text may contain `[pN.M…]` placeholders marking where an inline formula belongs — treat them as part of the text and leave them exactly where they are.
- `box` is [left, top, right, bottom] as percentages of the page from the top-left corner; return it unchanged.
- Respond with raw JSON only: no code fences, no commentary, same shape as the input (`{"items": [...]}`).

User message (json data sent)

Page 35 json data:

{"items":[{"id":"p35.1","type":"title","box":[3,2,84,7],"text":"ADD UP YOUR MONTHLY EXPENSES"},{"id":"p35.2","type":"text","box":[3,8,89,13],"text":"Are your expenses greater than your earnings? If so, you either need to cut back on your costs or earn more money.\nHow much money do you need to make to have the life you want? How much education do you need to earn that much\nmoney?"},{"id":"p35.3","type":"table","box":[4,16,46,92],"text":"","children":[{"id":"p35.3.1","type":"table_cell","box":[4,16,25,21],"text":"<fcel>","children":[{"id":"p35.3.1.1","type":"form_field","box":[5,17,12,19],"text":"","label":"<fcel>"}]},{"id":"p35.3.2","type":"table_cell","box":[15,16,38,20],"text":"1. Housing\\na. 600\\nb. 900\\nc. 1,200\\nd. 2,000"},{"id":"p35.3.3","type":"table_cell","box":[4,21,25,26],"text":""},{"id":"p35.3.4","type":"table_cell","box":[15,21,29,30],"text":"2. Transportation\\na. Compact, 250\\nb. Convertible, 480\\nc. Full-size pick-up, 550\\nd. Full-size SUV, 700"},{"id":"p35.3.5","type":"table_cell","box":[4,26,25,30],"text":"<fcel>","children":[{"id":"p35.3.5.1","type":"form_field","box":[5,26,12,28],"text":"","label":"<fcel>"},{"id":"p35.3.5.2","type":"form_field","box":[5,31,12,34],"text":"","label":"<fcel>"}]},{"id":"p35.3.6","type":"table_cell","box":[15,31,36,39],"text":"3. Food\\na. 350\\nb. 550\\nc. 400\n4. Clothing\\na. 50\\nb. 100\\nc. 200\\nd. 400"},{"id":"p35.3.7","type":"table_cell","box":[4,35,25,40],"text":"<fcel>","children":[{"id":"p35.3.7.1","type":"form_field","box":[5,36,12,38],"text":"","label":"<fcel>"},{"id":"p35.3.7.2","type":"form_field","box":[5,40,12,42],"text":"","label":"<fcel>"}]},{"id":"p35.3.8","type":"table_cell","box":[15,40,24,49],"text":"5. Phone\\na. 90\\nb. 75\n6. Insurance\\nCAR\\na. 100\\nb. 50"},{"id":"p35.3.9","type":"table_cell","box":[4,45,25,49],"text":"<fcel>","children":[{"id":"p35.3.9.1","type":"form_field","box":[5,47,12,49],"text":"","label":"<fcel>"}]},{"id":"p35.3.10","type":"table_cell","box":[15,50,29,53],"text":"HOME\\na. 20\\nb. 30\\nc. 0"},{"id":"p35.3.11","type":"table_cell","box":[4,49,25,54],"text":"<fcel>","children":[{"id":"p35.3.11.1","type":"form_field","box":[5,49,12,51],"text":"","label":"<fcel>"},{"id":"p35.3.11.2","type":"form_field","box":[5,52,12,54],"text":"","label":"<fcel>"}]},{"id":"p35.3.12","type":"table_cell","box":[15,53,25,57],"text":"MEDICAL\\na. 160\\nb. 300"},{"id":"p35.3.13","type":"table_cell","box":[4,54,25,59],"text":"<fcel>","children":[{"id":"p35.3.13.1","type":"form_field","box":[5,58,12,61],"text":"","label":"<fcel>"}]},{"id":"p35.3.14","type":"table_cell","box":[15,58,42,67],"text":"7. Entertainment\\na. 32\\nb. 100\\nc. 40\\nd. 0\\ne. 70\n8. Education ^{{*}}c. 150k\\nf. 450k\\na. 0\\nd. 250k\\ng. 550K\\nb. 50k\\ne. 300k"},{"id":"p35.3.15","type":"table_cell","box":[14,68,35,70],"text":"Miscellaneous Expenses"},{"id":"p35.3.16","type":"table_cell","box":[7,72,10,73],"text":"386","children":[{"id":"p35.3.16.1","type":"form_field","box":[5,63,12,66],"text":"","label":"386"},{"id":"p35.3.16.2","type":"form_field","box":[5,71,12,73],"text":"","label":"386"}]},{"id":"p35.3.17","type":"table_cell","box":[15,71,44,75],"text":"Utilities (electric, water, sewer, gas, cable and internet)"},{"id":"p35.3.18","type":"table_cell","box":[7,76,10,78],"text":"200","children":[{"id":"p35.3.18.1","type":"form_field","box":[5,76,12,78],"text":"","label":"200"}]},{"id":"p35.3.19","type":"table_cell","box":[15,76,17,77],"text":"Gas"},{"id":"p35.3.20","type":"table_cell","box":[4,77,25,82],"text":"<fcel>","children":[{"id":"p35.3.20.1","type":"form_field","box":[5,78,12,81],"text":"","label":"<fcel>"}]},{"id":"p35.3.21","type":"table_cell","box":[15,79,41,82],"text":"Savings\\nIt is best to save at least 10% of your income"},{"id":"p35.3.22","type":"table_cell","box":[4,82,25,87],"text":"<fcel>","children":[{"id":"p35.3.22.1","type":"form_field","box":[5,83,12,85],"text":"","label":"<fcel>"},{"id":"p35.3.22.2","type":"form_field","box":[5,86,12,88],"text":"","label":"<fcel>"}]},{"id":"p35.3.23","type":"table_cell","box":[15,83,30,85],"text":"Other (credit cards, etc.)"},{"id":"p35.3.24","type":"table_cell","box":[4,87,25,92],"text":"<fcel>"},{"id":"p35.3.25","type":"table_cell","box":[15,86,35,88],"text":"Total Monthly Expenses"}]},{"id":"p35.4","type":"heading","box":[9,91,41,92],"text":"Now, do the reality check on the right."},{"id":"p35.5","type":"text","box":[49,14,90,20],"text":"Find the level of education you selected on question 8 on the chart below to see your monthly pay before taxes."},{"id":"p35.6","type":"figure","box":[52,26,87,43],"text":""},{"id":"p35.7","type":"heading","box":[52,52,65,54],"text":"Reality Check"},{"id":"p35.8","type":"text","box":[52,54,90,68],"text":"Find the monthly median earnings for the level of education you plan to obtain in the chart above. Now subtract your total monthly expenses to find out how much money you'll have at the end of each month. If you don't have enough money to cover your expenses, you'll need to adjust your lifestyle or your career path."},{"id":"p35.9","type":"figure","box":[50,74,57,79],"text":""},{"id":"p35.10","type":"table","box":[60,72,78,78],"text":"","children":[{"id":"p35.10.1","type":"table_cell","box":[64,72,69,74],"text":"Earnings"},{"id":"p35.10.2","type":"table_cell","box":[69,72,78,74],"text":"$"},{"id":"p35.10.3","type":"table_cell","box":[64,75,69,76],"text":"- Expenses"},{"id":"p35.10.4","type":"table_cell","box":[69,74,78,76],"text":"$"},{"id":"p35.10.5","type":"table_cell","box":[60,76,69,78],"text":"="},{"id":"p35.10.6","type":"table_cell","box":[69,76,78,78],"text":"$"}]},{"id":"p35.11","type":"text","box":[52,82,88,87],"text":"**Positive amount? Congratulations! You're living below your means and are on your way to responsible money management."},{"id":"p35.12","type":"text","box":[52,88,90,95],"text":"Negative amount? Try again. This time\nreduce costly options and choose to get the\neducation you'll need to afford the lifestyle you\nwant."},{"id":"p35.13","type":"text","box":[96,83,99,91],"text":"Activities"},{"id":"p35.14","type":"footer","box":[3,92,42,96],"text":"*The amount of money you borrow for school will depend on many factors, including the number of years you attend school, the degree you obtain, the school you attend, your financial need and other financial aid received."},{"id":"p35.15","type":"footnote","box":[57,21,83,24],"text":"Monthly Median Earnings by Educational Attainment - Kentucky"},{"id":"p35.16","type":"footnote","box":[51,43,56,46],"text":"High School,\nNo Diploma\n$3,000"},{"id":"p35.17","type":"footnote","box":[57,43,61,46],"text":"High School Graduate $4,130"},{"id":"p35.18","type":"footnote","box":[75,43,78,46],"text":"Master's Degree $7,967"},{"id":"p35.19","type":"footnote","box":[80,43,83,46],"text":"Doctoral Degree $9,871"},{"id":"p35.20","type":"footnote","box":[84,43,88,46],"text":"Professional Degree $9,974"},{"id":"p35.21","type":"footnote","box":[65,43,69,46],"text":"Associate's Degree $4,763"},{"id":"p35.22","type":"footnote","box":[70,43,74,46],"text":"Bachelor's Degree $6,680"},{"id":"p35.23","type":"footnote","box":[62,43,64,46],"text":"Some College $4,580"},{"id":"p35.24","type":"footnote","box":[55,46,85,48],"text":"Source: U.S. Bureau of Labor Statistics, 2025"},{"id":"p35.25","type":"footer","box":[96,96,98,98],"text":"35"}]}