AI review — page 1

claude-opus-4-8 · prompt v7 · 2026-09-04T15:07:05+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 1 json data:

{"items":[{"id":"p1.1","type":"text","box":[12,6,88,26],"text":"Norfolk County Council proposes to make a Temporary Traffic Regulation Order (the \"Order\") (CTRO1587) affecting the Hotblack Road from its junction with Dereham Road for 15 metres northwards (\"Road A\") and Bowthorpe Road from its junction with Dereham Road for 75 metres westwards (\"Road B\") and Dereham Road from 20 metres west of its junction with Bowthorpe Road for 60 metres westwards (\"Road C\") in the City of Norwich to facilitate electrical installation works, the Roads A and B will be temporarily closed (except for pedestrian access) and traffic (constituting any class of vehicle) over the Road C shall be temporarily prohibited to park, stop, load, and/or unload for the duration of the works/period the closure is necessary which is anticipated to be from[p1.1.1] to[p1.1.2] August 2026, but may continue to be closed/suspended until the[p1.1.3] September 2026 where the closure/suspension is still required beyond the anticipated dates.","children":[{"id":"p1.1.1","type":"text","box":[12,6,88,26],"text":"10^{th}"},{"id":"p1.1.2","type":"text","box":[12,6,88,26],"text":"18^{th}"},{"id":"p1.1.3","type":"text","box":[12,6,88,26],"text":"29^{th}"}]},{"id":"p1.2","type":"text","box":[12,27,88,32],"text":"Alternative route is via: Road A: Dereham Road, Waterworks Road and vice versa. Road B: Farrow Road, Earlham Road Roundabout, Farrow Road, Guardian Road, Sweet Briar Road roundabout and Dereham Road."},{"id":"p1.3","type":"text","box":[12,34,76,36],"text":"The works promoter for this closure/suspension is: UK Power Networks."},{"id":"p1.4","type":"text","box":[12,37,88,41],"text":"Vehicular access will be permitted to a final destination in the Roads A and B where signs indicating such access is possible and permitted are in place."},{"id":"p1.5","type":"text","box":[12,42,88,47],"text":"The Order shall automatically revoke on the completion of the works/when the closure/restriction/suspension is no longer necessary or otherwise on the 29th September 2026 without further notice."},{"id":"p1.6","type":"text","box":[12,49,88,52],"text":"If necessary, the closure/restriction could run for a maximum period of 18 months from the date the Order is effective."},{"id":"p1.7","type":"text","box":[12,54,88,57],"text":"A person who contravenes, or who uses or permits the use of a vehicle in contravention of the closure imposed by the Order shall be guilty of an offence."},{"id":"p1.8","type":"text","box":[12,60,86,62],"text":"Penalty: £1000 maximum fine on conviction and/or endorsement for contravention."},{"id":"p1.9","type":"text","box":[12,65,88,68],"text":"In the event of the start date being delayed the new start date will be displayed on site in advance."},{"id":"p1.10","type":"text","box":[12,72,88,78],"text":"Full details on the closure are available at $ https://one.network $. Any enquiries that cannot be answered on the one.network website should be directed to the City Area Streetworks (Infrastructure Department) contactable by telephone at 0344 800 8020 or email at $ streetworks@norfolk.gov.uk $","children":[{"id":"p1.10.1","type":"link","box":[52,72,70,73],"text":"https://one.network."},{"id":"p1.10.2","type":"link","box":[22,76,47,78],"text":"streetworks@norfolk.gov.uk"}]},{"id":"p1.11","type":"text","box":[12,80,41,82],"text":"Dated this 31[p1.11.1] day of July 2026.","children":[{"id":"p1.11.1","type":"text","box":[12,80,41,82],"text":"^{st}"}]},{"id":"p1.12","type":"text","box":[12,85,43,93],"text":"Katrina Hulatt\nDirector of Legal Services (nplaw)\nCounty Hall\nMartineau Lane\nNorwich"},{"id":"p1.13","type":"footer","box":[12,94,61,96],"text":"Hotblack Road, Bowthorpe Road, Dereham Road CTRO1587 PT"}]}