item · 2230 × 3253
1St Floor Beams
not analysed1st_floor_beams_p01_r31
Not read yet. Press Analyse crops, or read this one on its own.
1Read the crops64 crops · 0 readconfigured openai/gpt-5.6-terra-pro · about 36¢ for 64 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.
64 crops, none read yet.
Page 124 crops · 0 read
item · 2909 × 3323
2Nd Floor Beams
not analysed2nd_floor_beams_p01_r32
Not read yet. Press Analyse crops, or read this one on its own.
item · 2857 × 3024
3Rd Floor Beams
not analysed3rd_floor_beams_p01_r23
Not read yet. Press Analyse crops, or read this one on its own.
item · 2783 × 2614
Architect Engineer Certification
not analysedarchitect_engineer_certification_p01_r18
Not read yet. Press Analyse crops, or read this one on its own.
item · 3452 × 2223
Beam Column Joint
not analysedbeam_column_joint_p01_r07
Not read yet. Press Analyse crops, or read this one on its own.
item · 1337 × 2781
Beam Column Junction
not analysedbeam_column_junction_p01_r12
Not read yet. Press Analyse crops, or read this one on its own.
item · 1288 × 2774
Beam Column Junction
not analysedbeam_column_junction_p01_r13
Not read yet. Press Analyse crops, or read this one on its own.
item · 2432 × 2910
Beam Framing Scr Roof
not analysedbeam_framing_scr_roof_p01_r25
Not read yet. Press Analyse crops, or read this one on its own.
item · 2521 × 2371
Beam Layout
not analysedbeam_layout_p01_r19
Not read yet. Press Analyse crops, or read this one on its own.
item · 2262 × 2161
Beam Layout
not analysedbeam_layout_p01_r20
Not read yet. Press Analyse crops, or read this one on its own.
item · 5867 × 2236
Beam Reinforcement
not analysedbeam_reinforcement_p01_r06
Not read yet. Press Analyse crops, or read this one on its own.
item · 3324 × 3550
Column And Tie Beam Reinforcement Schedules
not analysedcolumn_and_tie_beam_reinforcement_schedules_p01_r04
Not read yet. Press Analyse crops, or read this one on its own.
item · 2705 × 3618
Columns
not analysedcolumns_p01_r29
Not read yet. Press Analyse crops, or read this one on its own.
item · 3224 × 5884
Drawing Header
not analyseddrawing_header_p01_r02
Not read yet. Press Analyse crops, or read this one on its own.
item · 1406 × 908
Floor Beam Fb1
not analysedfloor_beam_fb1_p01_r11cross section
Not read yet. Press Analyse crops, or read this one on its own.
item · 1485 × 1244
Floor Beam Fb2
not analysedfloor_beam_fb2_p01_r14cross section
Not read yet. Press Analyse crops, or read this one on its own.
item · 2804 × 3041
General Construction Notes And Specifications
not analysedgeneral_construction_notes_and_specifications_p01_r27
Not read yet. Press Analyse crops, or read this one on its own.
item · 4063 × 4624
Lift Foundation And Pile Section Details
not analysedlift_foundation_and_pile_section_details_p01_r09
Not read yet. Press Analyse crops, or read this one on its own.
item · 3557 × 2819
Lift Pit Foundation
not analysedlift_pit_foundation_p01_r10
Not read yet. Press Analyse crops, or read this one on its own.
crop · 3080 × 11589
p01_r01 sheet title block and notes
not analysedmkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r01_sheet_title_block_and_notes
Not read yet. Press Analyse crops, or read this one on its own.
crop · 3158 × 5837
p01_r02 gd 281
not analysedmkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r02_gd_281
Not read yet. Press Analyse crops, or read this one on its own.
crop · 3830 × 7576
p01_r03 schedule of columns etc
not analysedmkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r03_schedule_of_columns_etc
Not read yet. Press Analyse crops, or read this one on its own.
crop · 3259 × 3503
p01_r04 table of column sizes and reinforcement
not analysedmkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r04_table_of_column_sizes_and_reinforcement
Not read yet. Press Analyse crops, or read this one on its own.
crop · 9043 × 1534
p01_r05 typical long section of slab typical reinforcement details of beam
not analysedmkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r05_typical_long_section_of_slab_typical_reinforcement_details_of_beam
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.
Collection mindmap_vectors, filtered on projectId = mkpa_techno_building_2025_job_020_structural_43ddbb3f10-a7e6f52557d94fa59120d99e45893862.