Drawing to BOQpipeline control sheet
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LASA 11

structural_drawings_pkg_1-ddb226084eea471bb5ba3adf2eb67975 · Bridge

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 26 crops · 0 read
crop · 1612 × 3223

p02_r03 notes of general design and construction notes for the bridge including materials grades 0fec3ee4d2

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r03_notes_of_general_design_and_construction_notes_for_the_bridge_including_materials_grades_0fec3ee4d2
p02_r03 notes of general design and construction notes for the bridge including materials grades 0fec3ee4d2

Not read yet. Press Analyse crops.

p02_r03 notes of general design and construction notes for the bridge including materials grades 0fec3ee4d2

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r03_notes_of_general_design_and_construction_notes_for_the_bridge_including_materials_grades_0fec3ee4d2

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

crop · 3513 × 2331

p02_r04 section a a scale 1 150

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r04_section_a_a_scale_1_150
p02_r04 section a a scale 1 150

Not read yet. Press Analyse crops.

p02_r04 section a a scale 1 150

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r04_section_a_a_scale_1_150

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

crop · 1576 × 1755

p02_r05 section b b scale 1 150

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r05_section_b_b_scale_1_150
p02_r05 section b b scale 1 150

Not read yet. Press Analyse crops.

p02_r05 section b b scale 1 150

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r05_section_b_b_scale_1_150

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

crop · 1610 × 1678

p02_r06 section at pier location scale 1 25

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r06_section_at_pier_location_scale_1_25
p02_r06 section at pier location scale 1 25

Not read yet. Press Analyse crops.

p02_r06 section at pier location scale 1 25

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r06_section_at_pier_location_scale_1_25

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

crop · 609 × 157

p02_r07 notes read this drawing in conjunction with other sheets of the same drawing number

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r07_notes_read_this_drawing_in_conjunction_with_other_sheets_of_the_same_drawing_number
p02_r07 notes read this drawing in conjunction with other sheets of the same drawing number

Not read yet. Press Analyse crops.

p02_r07 notes read this drawing in conjunction with other sheets of the same drawing number

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r07_notes_read_this_drawing_in_conjunction_with_other_sheets_of_the_same_drawing_number

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

crop · 5544 × 514

p02_r08 general arrangement drawing for major bridge at ch 64 412

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r08_general_arrangement_drawing_for_major_bridge_at_ch_64_412
p02_r08 general arrangement drawing for major bridge at ch 64 412

Not read yet. Press Analyse crops.

p02_r08 general arrangement drawing for major bridge at ch 64 412

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r08_general_arrangement_drawing_for_major_bridge_at_ch_64_412

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

Page 37 crops · 0 read
item · 4694 × 1789

Bridge Abutment Section

page 3 · bridge_abutment_section_p03_r01
Bridge Abutment Section

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Bridge Abutment Section

not analysed

bridge_abutment_section_p03_r01

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item · 5610 × 734

Bridge General Arrangement Drawing Title Block

page 3 · bridge_general_arrangement_drawing_title_block_p03_r03
Bridge General Arrangement Drawing Title Block

Not read yet. Press Analyse crops.

Bridge General Arrangement Drawing Title Block

not analysed

bridge_general_arrangement_drawing_title_block_p03_r03

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

item · 699 × 214

Drawing Cross Reference Note

page 3 · drawing_cross_reference_note_p03_r04
Drawing Cross Reference Note

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Drawing Cross Reference Note

not analysed

drawing_cross_reference_note_p03_r04Substructure

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crop · 4648 × 1755

p03_r01 section at abutment location at a1 a2 scale 1 150

page 3 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r01_section_at_abutment_location_at_a1_a2_scale_1_150
p03_r01 section at abutment location at a1 a2 scale 1 150

Not read yet. Press Analyse crops.

p03_r01 section at abutment location at a1 a2 scale 1 150

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r01_section_at_abutment_location_at_a1_a2_scale_1_150

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

crop · 5507 × 2028

p03_r02 section at pier location scale 1 150

page 3 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r02_section_at_pier_location_scale_1_150
p03_r02 section at pier location scale 1 150

Not read yet. Press Analyse crops.

p03_r02 section at pier location scale 1 150

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r02_section_at_pier_location_scale_1_150

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

crop · 5563 × 701

p03_r03 general arrangement drawing for major bridge at ch 64 412

page 3 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r03_general_arrangement_drawing_for_major_bridge_at_ch_64_412
p03_r03 general arrangement drawing for major bridge at ch 64 412

Not read yet. Press Analyse crops.

p03_r03 general arrangement drawing for major bridge at ch 64 412

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r03_general_arrangement_drawing_for_major_bridge_at_ch_64_412

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

crop · 653 × 181

p03_r04 notes of general notes regarding reading drawing in conjunction with other sheets

page 3 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r04_notes_of_general_notes_regarding_reading_drawing_in_conjunction_with_other_sheets
p03_r04 notes of general notes regarding reading drawing in conjunction with other sheets

Not read yet. Press Analyse crops.

p03_r04 notes of general notes regarding reading drawing in conjunction with other sheets

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p03_r04_notes_of_general_notes_regarding_reading_drawing_in_conjunction_with_other_sheets

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 = structural_drawings_pkg_1-ddb226084eea471bb5ba3adf2eb67975.