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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 114 crops · 0 read
crop · 1632 × 1605

p01_r01 key plan scale 1 2000

page 1 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r01_key_plan_scale_1_2000
p01_r01 key plan scale 1 2000

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p01_r01 key plan scale 1 2000

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r01_key_plan_scale_1_2000

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crop · 4177 × 2135

p01_r02 half plan showing deck level half plan showing foundation level

page 1 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r02_half_plan_showing_deck_level_half_plan_showing_foundation_level
p01_r02 half plan showing deck level half plan showing foundation level

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p01_r02 half plan showing deck level half plan showing foundation level

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r02_half_plan_showing_deck_level_half_plan_showing_foundation_level

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crop · 1058 × 485

p01_r03 legend

page 1 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r03_legend
p01_r03 legend

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p01_r03 legend

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r03_legend

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crop · 715 × 362

p01_r04 details of hydraulic data

page 1 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r04_details_of_hydraulic_data
p01_r04 details of hydraulic data

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p01_r04 details of hydraulic data

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r04_details_of_hydraulic_data

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crop · 1376 × 397

p01_r05 notes

page 1 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r05_notes
p01_r05 notes

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p01_r05 notes

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111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r05_notes

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crop · 1033 × 587

p01_r06 revision history table with mark date description by columns

page 1 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r06_revision_history_table_with_mark_date_description_by_columns
p01_r06 revision history table with mark date description by columns

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p01_r06 revision history table with mark date description by columns

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r06_revision_history_table_with_mark_date_description_by_columns

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crop · 4516 × 466

p01_r07 drawing title block with consultant client and project data

page 1 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r07_drawing_title_block_with_consultant_client_and_project_data
p01_r07 drawing title block with consultant client and project data

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p01_r07 drawing title block with consultant client and project data

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p01_r07_drawing_title_block_with_consultant_client_and_project_data

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item · 1678 × 1638

Bridge Alignment And Row

page 1 · bridge_alignment_and_row_p01_r01
Bridge Alignment And Row

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Bridge Alignment And Row

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bridge_alignment_and_row_p01_r01Earthworks

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item · 4223 × 2168

Bridge Deck And Foundation Layout

page 1 · bridge_deck_and_foundation_layout_p01_r02
Bridge Deck And Foundation Layout

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Bridge Deck And Foundation Layout

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bridge_deck_and_foundation_layout_p01_r02Substructure

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item · 761 × 394

Hydraulic Data

page 1 · hydraulic_data_p01_r04
Hydraulic Data

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Hydraulic Data

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hydraulic_data_p01_r04

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item · 1105 × 519

Other P01 R03

page 1 · other_p01_r03
Other P01 R03

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Other P01 R03

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other_p01_r03

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item · 1423 × 429

Other P01 R05

page 1 · other_p01_r05
Other P01 R05

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Other P01 R05

not analysed

other_p01_r05

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item · 1079 × 619

Other P01 R06

page 1 · other_p01_r06
Other P01 R06

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Other P01 R06

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other_p01_r06

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item · 4562 × 498

Other P01 R07

page 1 · other_p01_r07
Other P01 R07

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Other P01 R07

not analysed

other_p01_r07

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Page 210 crops · 0 read
crop · 5718 × 2243

p02_r01 full bridge elevation with piers abutments and girders

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r01_full_bridge_elevation_with_piers_abutments_and_girders
p02_r01 full bridge elevation with piers abutments and girders

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p02_r01 full bridge elevation with piers abutments and girders

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r01_full_bridge_elevation_with_piers_abutments_and_girders

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crop · 4492 × 1611

p02_r02 elevation of bridge superstructure with abutments and pier

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r02_elevation_of_bridge_superstructure_with_abutments_and_pier
p02_r02 elevation of bridge superstructure with abutments and pier

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p02_r02 elevation of bridge superstructure with abutments and pier

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r02_elevation_of_bridge_superstructure_with_abutments_and_pier

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crop · 938 × 910

p02_r03 cross section of precast psc girder

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r03_cross_section_of_precast_psc_girder
p02_r03 cross section of precast psc girder

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p02_r03 cross section of precast psc girder

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111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r03_cross_section_of_precast_psc_girder

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crop · 1720 × 1604

p02_r04 support and mid span cross sections of psc girder

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r04_support_and_mid_span_cross_sections_of_psc_girder
p02_r04 support and mid span cross sections of psc girder

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p02_r04 support and mid span cross sections of psc girder

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r04_support_and_mid_span_cross_sections_of_psc_girder

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crop · 1573 × 2031

p02_r05 notes of general design notes

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r05_notes_of_general_design_notes
p02_r05 notes of general design notes

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p02_r05 notes of general design notes

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r05_notes_of_general_design_notes

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crop · 3459 × 384

p02_r06 table of chainage frl and ground level values

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r06_table_of_chainage_frl_and_ground_level_values
p02_r06 table of chainage frl and ground level values

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p02_r06 table of chainage frl and ground level values

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r06_table_of_chainage_frl_and_ground_level_values

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crop · 1161 × 1649

p02_r07 section b b

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r07_section_b_b
p02_r07 section b b

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p02_r07 section b b

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r07_section_b_b

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crop · 2120 × 1652

p02_r08 section a a

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r08_section_a_a
p02_r08 section a a

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p02_r08 section a a

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111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r08_section_a_a

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crop · 804 × 714

p02_r09 section at pier location

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r09_section_at_pier_location
p02_r09 section at pier location

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p02_r09 section at pier location

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r09_section_at_pier_location

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crop · 2035 × 1248

p02_r10 deck cross section at pier showing bearings and seismic stopper

page 2 · 111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r10_deck_cross_section_at_pier_showing_bearings_and_seismic_stopper
p02_r10 deck cross section at pier showing bearings and seismic stopper

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p02_r10 deck cross section at pier showing bearings and seismic stopper

not analysed

111lasa_structural_drawings_pkg_1_1_8b54b0d001f74ebe9cc90dbe62121e2a_p02_r10_deck_cross_section_at_pier_showing_bearings_and_seismic_stopper

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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.