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 114 crops · 0 read
item · 2704 × 2456

Bridge Approach And Deck Plan

page 1 · bridge_approach_and_deck_plan_p01_r03
Bridge Approach And Deck Plan

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Bridge Approach And Deck Plan

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bridge_approach_and_deck_plan_p01_r03Substructure

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item · 3435 × 2290

Bridge Deck And Foundation Plan With Key Plan

page 1 · bridge_deck_and_foundation_plan_with_key_plan_p01_r01
Bridge Deck And Foundation Plan With Key Plan

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Bridge Deck And Foundation Plan With Key Plan

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bridge_deck_and_foundation_plan_with_key_plan_p01_r01Substructure

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item · 5585 × 452

Bridge General Arrangement Drawing

page 1 · bridge_general_arrangement_drawing_p01_r07
Bridge General Arrangement Drawing

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Bridge General Arrangement Drawing

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bridge_general_arrangement_drawing_p01_r07Substructure

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item · 1350 × 1750

Bridge Site Layout And Approach Roads

page 1 · bridge_site_layout_and_approach_roads_p01_r02
Bridge Site Layout And Approach Roads

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Bridge Site Layout And Approach Roads

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bridge_site_layout_and_approach_roads_p01_r02Substructure

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item · 1704 × 737

Hydraulic Data And General Notes

page 1 · hydraulic_data_and_general_notes_p01_r06
Hydraulic Data And General Notes

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Hydraulic Data And General Notes

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hydraulic_data_and_general_notes_p01_r06Substructure

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item · 1157 × 605

Hydraulic Data

page 1 · hydraulic_data_p01_r05
Hydraulic Data

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Hydraulic Data

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hydraulic_data_p01_r05

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item · 756 × 519

Legend Of Abbreviations And Symbols Used In Bridge Ga Drawing

page 1 · legend_of_abbreviations_and_symbols_used_in_bridge_ga_drawing_p01_r04
Legend Of Abbreviations And Symbols Used In Bridge Ga Drawing

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Legend Of Abbreviations And Symbols Used In Bridge Ga Drawing

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legend_of_abbreviations_and_symbols_used_in_bridge_ga_drawing_p01_r04

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crop · 3389 × 2257

p01_r01 half plan showing foundation level scale 1 300

page 1 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r01_half_plan_showing_foundation_level_scale_1_300
p01_r01 half plan showing foundation level scale 1 300

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p01_r01 half plan showing foundation level scale 1 300

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r01_half_plan_showing_foundation_level_scale_1_300

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crop · 1304 × 1718

p01_r02 key plan scale 1 2000

page 1 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r02_key_plan_scale_1_2000
p01_r02 key plan scale 1 2000

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p01_r02 key plan scale 1 2000

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structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r02_key_plan_scale_1_2000

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crop · 2664 × 2424

p01_r03 half plan showing deck level scale 1 300

page 1 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r03_half_plan_showing_deck_level_scale_1_300
p01_r03 half plan showing deck level scale 1 300

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p01_r03 half plan showing deck level scale 1 300

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r03_half_plan_showing_deck_level_scale_1_300

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crop · 709 × 485

p01_r04 legend of legend defining borehole symbol and abbreviations rcc pcc gl cl fdn lvl actl pctl

page 1 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r04_legend_of_legend_defining_borehole_symbol_and_abbreviations_rcc_pcc_gl_cl_fdn_lvl_actl_pctl
p01_r04 legend of legend defining borehole symbol and abbreviations rcc pcc gl cl fdn lvl actl pctl

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p01_r04 legend of legend defining borehole symbol and abbreviations rcc pcc gl cl fdn lvl actl pctl

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r04_legend_of_legend_defining_borehole_symbol_and_abbreviations_rcc_pcc_gl_cl_fdn_lvl_actl_pctl

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crop · 1111 × 572

p01_r05 details of hydraulic data

page 1 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r05_details_of_hydraulic_data
p01_r05 details of hydraulic data

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p01_r05 details of hydraulic data

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structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r05_details_of_hydraulic_data

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crop · 1658 × 704

p01_r06 notes of general drawing notes on units scaling and cross reference to alignment drawings

page 1 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r06_notes_of_general_drawing_notes_on_units_scaling_and_cross_reference_to_alignment_drawings
p01_r06 notes of general drawing notes on units scaling and cross reference to alignment drawings

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p01_r06 notes of general drawing notes on units scaling and cross reference to alignment drawings

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r06_notes_of_general_drawing_notes_on_units_scaling_and_cross_reference_to_alignment_drawings

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crop · 5538 × 418

p01_r07 general arrangement drawing for major bridge at ch 64 412 title block

page 1 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r07_general_arrangement_drawing_for_major_bridge_at_ch_64_412_title_block
p01_r07 general arrangement drawing for major bridge at ch 64 412 title block

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p01_r07 general arrangement drawing for major bridge at ch 64 412 title block

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p01_r07_general_arrangement_drawing_for_major_bridge_at_ch_64_412_title_block

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Page 210 crops · 0 read
item · 3559 × 2363

Bridge Abutment And Pier Sections With Elevation Data Table

page 2 · bridge_abutment_and_pier_sections_with_elevation_data_table_p02_r04
Bridge Abutment And Pier Sections With Elevation Data Table

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Bridge Abutment And Pier Sections With Elevation Data Table

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bridge_abutment_and_pier_sections_with_elevation_data_table_p02_r04SubstructureElevation

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item · 5591 × 547

Bridge General Arrangement Drawing

page 2 · bridge_general_arrangement_drawing_p02_r08
Bridge General Arrangement Drawing

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Bridge General Arrangement Drawing

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bridge_general_arrangement_drawing_p02_r08

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item · 1658 × 3256

Bridge General Notes And Girder Cross Section

page 2 · bridge_general_notes_and_girder_cross_section_p02_r03
Bridge General Notes And Girder Cross Section

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Bridge General Notes And Girder Cross Section

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bridge_general_notes_and_girder_cross_section_p02_r03Substructure

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item · 5022 × 1806

Bridge

page 2 · bridge_p02_r01
Bridge

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Bridge

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bridge_p02_r01SubstructureElevation

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item · 656 × 189

Notes

page 2 · notes_p02_r07
Notes

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Notes

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notes_p02_r07

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item · 1656 × 1711

Pier Cross Section Detail With General Notes And Load Table

page 2 · pier_cross_section_detail_with_general_notes_and_load_table_p02_r06
Pier Cross Section Detail With General Notes And Load Table

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Pier Cross Section Detail With General Notes And Load Table

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pier_cross_section_detail_with_general_notes_and_load_table_p02_r06

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item · 1623 × 1788

Pier P1

page 2 · pier_p1
Pier P1

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Pier P1

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pier_p1Substructure

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item · 2139 × 1503

Precast Psc Girder Cross Section

page 2 · precast_psc_girder_cross_section_p02_r02
Precast Psc Girder Cross Section

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Precast Psc Girder Cross Section

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precast_psc_girder_cross_section_p02_r02Substructurecross section

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crop · 4975 × 1773

p02_r01 elevation scale 1 300

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r01_elevation_scale_1_300
p02_r01 elevation scale 1 300

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p02_r01 elevation scale 1 300

not analysed

structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r01_elevation_scale_1_300

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crop · 2093 × 1469

p02_r02 cross section of precast psc girder

page 2 · structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r02_cross_section_of_precast_psc_girder
p02_r02 cross section of precast psc girder

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p02_r02 cross section of precast psc girder

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structural_drawings_pkg_1_ddb226084eea471bb5ba3adf2eb67975_p02_r02_cross_section_of_precast_psc_girder

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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.