Drawing to BOQpipeline control sheet
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Gdot_plan.pdf

gdot_plan-5978712b417d4f4ea3fd4a2a1d3b4798 · civil engineering drawings: bridges, highways, rail, structural, drainage, utilities, survey, geotechnical, grading, and site works

Models

Step 1 sends drawing crops, so it needs a model that can see them. Steps 2 and 3 send step 1’s readings as text — a text-only model with a large context is a fair answer there.

1Read the crops64 crops · 0 readconfigured openai/gpt-5.6-terra-pro · about 73¢ for 64 crops · default

Every cropped image from the cropping run, page by page, with what the model read off it: view, objects, measurements, notes and labels. Click a crop to see it beside its JSON.

64 crops, none read yet.

Page 224 crops · 0 read
crop · 1810 × 611

p02_r07 listed on qpl 60 per section 501 or grea

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r07_listed_on_qpl_60_per_section_501_or_grea
p02_r07 listed on qpl 60 per section 501 or grea

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p02_r07 listed on qpl 60 per section 501 or grea

not analysed

gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r07_listed_on_qpl_60_per_section_501_or_grea

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crop · 1763 × 220

p02_r08 general notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r08_general_notes
p02_r08 general notes

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p02_r08 general notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r08_general_notes

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crop · 1764 × 218

p02_r09 standard plan modification modify the ap

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r09_standard_plan_modification_modify_the_ap
p02_r09 standard plan modification modify the ap

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p02_r09 standard plan modification modify the ap

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r09_standard_plan_modification_modify_the_ap

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crop · 1764 × 218

p02_r10 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r10_notes
p02_r10 notes

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p02_r10 notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r10_notes

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crop · 1768 × 260

p02_r11 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r11_notes
p02_r11 notes

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p02_r11 notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r11_notes

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crop · 1764 × 218

p02_r12 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r12_notes
p02_r12 notes

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p02_r12 notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r12_notes

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crop · 1764 × 218

p02_r13 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r13_notes
p02_r13 notes

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p02_r13 notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r13_notes

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crop · 1755 × 140

p02_r14 clearance as defined in the construction

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r14_clearance_as_defined_in_the_construction
p02_r14 clearance as defined in the construction

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p02_r14 clearance as defined in the construction

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r14_clearance_as_defined_in_the_construction

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crop · 1760 × 179

p02_r15 waiting period none required

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r15_waiting_period_none_required
p02_r15 waiting period none required

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p02_r15 waiting period none required

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r15_waiting_period_none_required

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crop · 1768 × 255

p02_r16 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r16_notes
p02_r16 notes

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p02_r16 notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r16_notes

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crop · 1767 × 258

p02_r17 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r17_notes
p02_r17 notes

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p02_r17 notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r17_notes

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crop · 1778 × 371

p02_r18 items necessary to complete the work

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r18_items_necessary_to_complete_the_work
p02_r18 items necessary to complete the work

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p02_r18 items necessary to complete the work

not analysed

gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r18_items_necessary_to_complete_the_work

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crop · 1787 × 528

p02_r19 title block

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r19_title_block
p02_r19 title block

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p02_r19 title block

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r19_title_block

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crop · 1801 × 988

p02_r20 title block

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r20_title_block
p02_r20 title block

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p02_r20 title block

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r20_title_block

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crop · 1762 × 218

p02_r21 testing in accordance with sub section 5

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r21_testing_in_accordance_with_sub_section_5
p02_r21 testing in accordance with sub section 5

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p02_r21 testing in accordance with sub section 5

not analysed

gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r21_testing_in_accordance_with_sub_section_5

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crop · 1768 × 258

p02_r22 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r22_notes
p02_r22 notes

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p02_r22 notes

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gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r22_notes

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crop · 1956 × 422

p02_r23 notes

page 2 · gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r23_notes
p02_r23 notes

Not read yet. Press Analyse crops.

p02_r23 notes

not analysed

gdot_plan_5978712b417d4f4ea3fd4a2a1d3b4798_p02_r23_notes

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item · 4019 × 998

Other P02 R01

page 2 · other_p02_r01
Other P02 R01

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Other P02 R01

not analysed

other_p02_r01

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item · 1920 × 916

Other P02 R02

page 2 · other_p02_r02
Other P02 R02

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Other P02 R02

not analysed

other_p02_r02

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item · 1804 × 171

Other P02 R03

page 2 · other_p02_r03
Other P02 R03

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Other P02 R03

not analysed

other_p02_r03

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item · 1805 × 402

Other P02 R04

page 2 · other_p02_r04
Other P02 R04

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Other P02 R04

not analysed

other_p02_r04

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item · 1976 × 1439

Other P02 R05

page 2 · other_p02_r05
Other P02 R05

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Other P02 R05

not analysed

other_p02_r05

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item · 1808 × 210

Other P02 R06

page 2 · other_p02_r06
Other P02 R06

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Other P02 R06

not analysed

other_p02_r06

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item · 1858 × 643

Other P02 R07

page 2 · other_p02_r07
Other P02 R07

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Other P02 R07

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other_p02_r07

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2Map the itemsnot mapped yetconfigured openai/gpt-5.6-terra-pro · $2.00 → $12.00 per M · default

One set of distinct items across every page. The same bent read as “BENT”, “Interior bent” and “Bent No. 2” is one item here, carrying every page and crop it was seen in. One model call over all of step 1’s readings; the page mapping is resolved from its grouping rather than retyped by it.

Read the crops in step 1 first — there is nothing to group yet.

No items yet. Read the crops in step 1, then map them.
3Match the ontologynot matched yetconfigured openai/gpt-5.6-terra-pro · $2.00 → $12.00 per M · default

Every item from step 2 compared against the project’s engineering ontology, and then, for each one that lands in a class, a take-off of what that class asks for. The class list goes up as a closed vocabulary, so regional wording resolves without a synonym table — BENT to a pier system, PSC BEAM to a prestressed girder. Any class id that is not in the ontology is rejected rather than stored. The take-off reads every crop behind an item, derives what the drawings imply, shows its arithmetic, and says plainly when a number is not there.

Map the items in step 2 first — there is nothing to classify yet.

Nothing classified yet. Map the items in step 2, then match them here.
◈Index for the agentnot indexed · 0 points ready

Everything steps 1 and 2 know, written to the vector store for a chat agent to answer from. Cut fine — a point for each object, each measurement and each note, not one per crop — with the page, the crop and the drawing written into every one, so a retrieved number arrives with enough context to be an answer. The readings as a whole and step 2’s items are indexed too, for the questions that are about a drawing rather than a figure.

Re-runnable at any time: each point is keyed to the record it came from, so re-indexing replaces what changed, adds what is new, and drops what the drawings no longer support. Re-read a crop or correct one by hand, then press this.

Nothing to index yet — read the crops in step 1 first.

0points stored0points ready0crops0items0tokens embedded

Collection mindmap_vectors, filtered on projectId = gdot_plan-5978712b417d4f4ea3fd4a2a1d3b4798.