Drawing to BOQpipeline control sheet
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LASA 25

111lasa_structural_drawings_pkg_1_1-8b54b0d001f74ebe9cc90dbe62121e2a · 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 crops53 crops · 0 readconfigured openai/gpt-5.6-terra-pro · about 60¢ for 53 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.

53 crops, none read yet.

Page 220 crops · 0 read
crop · 1677 × 1114

p02_r11 cross section through abutment retaining wall and piles

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r11_cross_section_through_abutment_retaining_wall_and_piles
p02_r11 cross section through abutment retaining wall and piles

Not read yet. Press Analyse crops.

p02_r11 cross section through abutment retaining wall and piles

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r11_cross_section_through_abutment_retaining_wall_and_piles

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

crop · 1427 × 1144

p02_r12 cross section through pier column and pile cap

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r12_cross_section_through_pier_column_and_pile_cap
p02_r12 cross section through pier column and pile cap

Not read yet. Press Analyse crops.

p02_r12 cross section through pier column and pile cap

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r12_cross_section_through_pier_column_and_pile_cap

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

crop · 506 × 175

p02_r13 note to read drawing with other sheets

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r13_note_to_read_drawing_with_other_sheets
p02_r13 note to read drawing with other sheets

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p02_r13 note to read drawing with other sheets

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r13_note_to_read_drawing_with_other_sheets

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crop · 992 × 470

p02_r14 revision log table with date and description columns

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r14_revision_log_table_with_date_and_description_columns
p02_r14 revision log table with date and description columns

Not read yet. Press Analyse crops.

p02_r14 revision log table with date and description columns

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r14_revision_log_table_with_date_and_description_columns

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

crop · 4551 × 448

p02_r15 consultant client and drawing identification block

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r15_consultant_client_and_drawing_identification_block
p02_r15 consultant client and drawing identification block

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p02_r15 consultant client and drawing identification block

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r15_consultant_client_and_drawing_identification_block

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item · 1724 × 1146

Abutment And Retaining Wall

page 2 · abutment_and_retaining_wall_p02_r11
Abutment And Retaining Wall

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Abutment And Retaining Wall

not analysed

abutment_and_retaining_wall_p02_r11Substructurecross section

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item · 5764 × 2271

Bridge Superstructure And Substructure

page 2 · bridge_superstructure_and_substructure_p02_r01
Bridge Superstructure And Substructure

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Bridge Superstructure And Substructure

not analysed

bridge_superstructure_and_substructure_p02_r01SubstructureElevation

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item · 4539 × 1644

Bridge Superstructure With Abutments And Pier

page 2 · bridge_superstructure_with_abutments_and_pier_p02_r02
Bridge Superstructure With Abutments And Pier

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Bridge Superstructure With Abutments And Pier

not analysed

bridge_superstructure_with_abutments_and_pier_p02_r02SubstructureElevation

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item · 3506 × 416

Chainage And Level Data

page 2 · chainage_and_level_data_p02_r06
Chainage And Level Data

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Chainage And Level Data

not analysed

chainage_and_level_data_p02_r06Earthworks

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item · 2081 × 1280

Deck At Pier Bearing

page 2 · deck_at_pier_bearing_p02_r10
Deck At Pier Bearing

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Deck At Pier Bearing

not analysed

deck_at_pier_bearing_p02_r10Substructurecross section

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item · 2167 × 1684

abutment A2

page 2 · end_bent_p02_r08
abutment A2

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abutment A2

not analysed

end_bent_p02_r08Substructurecross section

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item · 1619 × 2064

General Design Notes

page 2 · general_design_notes_p02_r05
General Design Notes

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General Design Notes

not analysed

general_design_notes_p02_r05

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item · 1473 × 1176

Pier And Pile Cap

page 2 · pier_and_pile_cap_p02_r12
Pier And Pile Cap

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Pier And Pile Cap

not analysed

pier_and_pile_cap_p02_r12Substructurecross section

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item · 850 × 747

Pier Cap Chamfer

page 2 · pier_cap_chamfer_p02_r09
Pier Cap Chamfer

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Pier Cap Chamfer

not analysed

pier_cap_chamfer_p02_r09Substructure

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item · 1207 × 1682

pier P1

page 2 · pier_p1
pier P1

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pier P1

not analysed

pier_p1Substructurecross section

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item · 985 × 943

Precast Psc Girder

page 2 · precast_psc_girder_p02_r03
Precast Psc Girder

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Precast Psc Girder

not analysed

precast_psc_girder_p02_r03Substructurecross section

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item · 1766 × 1637

Precast Psc Girder

page 2 · precast_psc_girder_p02_r04
Precast Psc Girder

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Precast Psc Girder

not analysed

precast_psc_girder_p02_r04Substructurecross section

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item · 1038 × 502

Revision History

page 2 · revision_history_p02_r14
Revision History

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Revision History

not analysed

revision_history_p02_r14

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item · 552 × 208

Sheet Reference Note

page 2 · sheet_reference_note_p02_r13
Sheet Reference Note

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Sheet Reference Note

not analysed

sheet_reference_note_p02_r13

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item · 4597 × 481

Sheet Title Block

page 2 · sheet_title_block_p02_r15
Sheet Title Block

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Sheet Title Block

not analysed

sheet_title_block_p02_r15Substructure

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Page 34 crops · 0 read
crop · 4254 × 1787

p03_r01 cross section of deck piles at abutment a1 a2

page 3 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r01_cross_section_of_deck_piles_at_abutment_a1_a2
p03_r01 cross section of deck piles at abutment a1 a2

Not read yet. Press Analyse crops.

p03_r01 cross section of deck piles at abutment a1 a2

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r01_cross_section_of_deck_piles_at_abutment_a1_a2

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crop · 3466 × 1651

p03_r02 cross section of deck and pile cap at pier p1

page 3 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r02_cross_section_of_deck_and_pile_cap_at_pier_p1
p03_r02 cross section of deck and pile cap at pier p1

Not read yet. Press Analyse crops.

p03_r02 cross section of deck and pile cap at pier p1

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r02_cross_section_of_deck_and_pile_cap_at_pier_p1

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crop · 931 × 336

p03_r03 note referencing other sheets of drawing set

page 3 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r03_note_referencing_other_sheets_of_drawing_set
p03_r03 note referencing other sheets of drawing set

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p03_r03 note referencing other sheets of drawing set

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r03_note_referencing_other_sheets_of_drawing_set

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crop · 969 × 562

p03_r04 blank revision history table

page 3 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r04_blank_revision_history_table
p03_r04 blank revision history table

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p03_r04 blank revision history table

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p03_r04_blank_revision_history_table

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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 = 111lasa_structural_drawings_pkg_1_1-8b54b0d001f74ebe9cc90dbe62121e2a.