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SVUP.pdf

svup-f0be5b1958564543a04e3030f4b95f73 · 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 crops37 crops · 0 readconfigured openai/gpt-5.6-terra-pro · about 21¢ for 37 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.

37 crops, none read yet.

Page 213 crops · 0 read
item · 324 × 418

Other P02 R08

page 2 · other_p02_r08
Other P02 R08

Not read yet. Press Analyse crops.

Other P02 R08

not analysed

other_p02_r08

Not read yet. Press Analyse crops, or read this one on its own.

item · 414 × 452

Other P02 R09

page 2 · other_p02_r09
Other P02 R09

Not read yet. Press Analyse crops.

Other P02 R09

not analysed

other_p02_r09

Not read yet. Press Analyse crops, or read this one on its own.

item · 409 × 383

Other P02 R10

page 2 · other_p02_r10
Other P02 R10

Not read yet. Press Analyse crops.

Other P02 R10

not analysed

other_p02_r10

Not read yet. Press Analyse crops, or read this one on its own.

crop · 685 × 1213

p02_r01 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r01_other
p02_r01 other

Not read yet. Press Analyse crops.

p02_r01 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r01_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 685 × 1752

p02_r02 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r02_other
p02_r02 other

Not read yet. Press Analyse crops.

p02_r02 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r02_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 403 × 289

p02_r03 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r03_other
p02_r03 other

Not read yet. Press Analyse crops.

p02_r03 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r03_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 404 × 543

p02_r04 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r04_other
p02_r04 other

Not read yet. Press Analyse crops.

p02_r04 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r04_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 736 × 1816

p02_r05 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r05_other
p02_r05 other

Not read yet. Press Analyse crops.

p02_r05 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r05_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 665 × 1200

p02_r06 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r06_other
p02_r06 other

Not read yet. Press Analyse crops.

p02_r06 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r06_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 255 × 747

p02_r07 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r07_other
p02_r07 other

Not read yet. Press Analyse crops.

p02_r07 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r07_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 301 × 388

p02_r08 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r08_other
p02_r08 other

Not read yet. Press Analyse crops.

p02_r08 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r08_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 390 × 422

p02_r09 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r09_other
p02_r09 other

Not read yet. Press Analyse crops.

p02_r09 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r09_other

Not read yet. Press Analyse crops, or read this one on its own.

crop · 386 × 367

p02_r10 other

page 2 · svup_f0be5b1958564543a04e3030f4b95f73_p02_r10_other
p02_r10 other

Not read yet. Press Analyse crops.

p02_r10 other

not analysed

svup_f0be5b1958564543a04e3030f4b95f73_p02_r10_other

Not read yet. Press Analyse crops, or read this one on its own.

2Map the itemsnot mapped yetconfigured openai/gpt-5.6-terra-pro · $1.00 → $6.00 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 · $1.00 → $6.00 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 = svup-f0be5b1958564543a04e3030f4b95f73.