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GDOT19

gdot_drawing_for_one_item-1d2aef44145e4a0fb4e1079a43f94de1 · 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 crops52 crops · all read · 241 objects · 532 measurementsconfigured openai/gpt-5.6-terra-pro · about 30¢ for 52 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.

All 52 crops read.

52crops52read241objects found532measurements694,646tokens in205,566tokens out
Page 54 crops · 4 read
item · 1099 × 601

Other P05 R03

page 5 · other_p05_r03
Original
Other P05 R03
{
  "view": "Cross Section",
  "objects": [
    {
      "name": "deck slab",
      "tag": "",
      "shape": "rectangular, slightly sloping",
      "material": "",
      "count": 1,
      "note": "Reinforcement is shown in the slab."
    },
    {
      "name": "parapet/barrier",
      "tag": "",
      "shape": "tapered vertical profile",
      "material": "",
      "count": 1,
      "note": "Shown at the left deck edge."
    },
    {
      "name": "I-girder",
      "tag": "",
      "shape": "I-girder",
      "material": "",
      "count": 2,
      "note": "Visible below the deck slab."
    },
    {
      "name": "reinforcement bars",
      "tag": "5B-600",
      "shape": "linear bars shown in section as circles",
      "material": "reinforcing steel",
      "count": null,
      "note": "Callout identifies two between each pair of 400 bars in the top of slab over intermediate bents."
    },
    {
      "name": "reinforcement bars",
      "tag": "400 BARS",
      "shape": "linear bars shown in section as circles",
      "material": "reinforcing steel",
      "count": null,
      "note": "Referenced in the top-of-slab reinforcement callout."
    }
  ],
  "measurements": [
    {
      "label": "reinforcement designation",
      "value": "5B-600",
      "unit": "",
      "appliesTo": "top-of-slab reinforcement"
    },
    {
      "label": "bar designation",
      "value": "400",
      "unit": "",
      "appliesTo": "top of slab"
    }
  ],
  "notes": [
    "5B-600 (2 BETWEEN EACH PAIR OF 400 BARS IN TOP OF SLAB OVER INTERMEDIATE BENTS)"
  ],
  "labels": [],
  "description": "This crop is a bridge deck cross section showing a left-edge parapet/barrier, reinforced deck slab, and two I-girders below. It documents the placement callout for top-of-slab reinforcement over intermediate bents."
}

Other P05 R03

done

other_p05_r03

Cross Section5 objects · 2 measurements · 1 note

This crop is a bridge deck cross section showing a left-edge parapet/barrier, reinforced deck slab, and two I-girders below. It documents the placement callout for top-of-slab reinforcement over intermediate bents.

Objects · 5

MarkObjectNo.ShapeMaterialNote
deck slab1rectangular, slightly slopingReinforcement is shown in the slab.
parapet/barrier1tapered vertical profileShown at the left deck edge.
I-girder2I-girderVisible below the deck slab.
5B-600reinforcement barslinear bars shown in section as circlesreinforcing steelCallout identifies two between each pair of 400 bars in the top of slab over intermediate bents.
400 BARSreinforcement barslinear bars shown in section as circlesreinforcing steelReferenced in the top-of-slab reinforcement callout.

Measurements · 2

MeasurementValueApplies to
reinforcement designation5B-600top-of-slab reinforcement
bar designation400top of slab

Notes

  • 5B-600 (2 BETWEEN EACH PAIR OF 400 BARS IN TOP OF SLAB OVER INTERMEDIATE BENTS)

openai/gpt-5.6-terra-pro · 14802 tokens · 40.0s

item · 1013 × 737

Other P05 R04

page 5 · other_p05_r04
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Other P05 R04
{
  "view": "Detail",
  "objects": [
    {
      "name": "concrete diaphragm",
      "tag": "",
      "shape": "rectangular",
      "material": "concrete",
      "count": 1,
      "note": "Located between beam sections; labeled CONC. DIAPH."
    },
    {
      "name": "beam",
      "tag": "",
      "shape": "rectangular",
      "material": "",
      "count": 2,
      "note": "Beam portions are shown on either side of the diaphragm."
    },
    {
      "name": "reinforcement bar",
      "tag": "507A",
      "shape": "bent",
      "material": "",
      "count": 4,
      "note": "Shown as 2-507A at the top and 2-507A at the bottom of the diaphragm."
    },
    {
      "name": "reinforcement bar",
      "tag": "402A",
      "shape": "diagonal",
      "material": "",
      "count": 4,
      "note": "Callout reads 4-402A."
    },
    {
      "name": "reinforcement bar",
      "tag": "403A",
      "shape": "horizontal",
      "material": "",
      "count": null,
      "note": "Quantity is not printed."
    },
    {
      "name": "plain bar",
      "tag": "",
      "shape": "circular",
      "material": "",
      "count": 1,
      "note": "Callout identifies a 1” DIA. PLAIN BAR."
    }
  ],
  "measurements": [
    {
      "label": "concrete diaphragm thickness",
      "value": "10”",
      "unit": "",
      "appliesTo": "concrete diaphragm"
    },
    {
      "label": "vertical dimension",
      "value": "2”",
      "unit": "",
      "appliesTo": ""
    },
    {
      "label": "vertical dimension",
      "value": "2’-4”",
      "unit": "",
      "appliesTo": ""
    },
    {
      "label": "clear cover, typical",
      "value": "1 1/2”",
      "unit": "",
      "appliesTo": ""
    },
    {
      "label": "plain bar diameter",
      "value": "1”",
      "unit": "",
      "appliesTo": "plain bar"
    }
  ],
  "notes": [],
  "labels": [
    "TOP OF BEAM"
  ],
  "description": "This crop shows a reinforced-concrete diaphragm detail between two beam portions. The diaphragm is labeled 10” thick and includes 507A, 402A, and 403A reinforcement, plus a 1” diameter plain bar."
}

Other P05 R04

done

other_p05_r04

Detail6 objects · 5 measurements · 1 label

This crop shows a reinforced-concrete diaphragm detail between two beam portions. The diaphragm is labeled 10” thick and includes 507A, 402A, and 403A reinforcement, plus a 1” diameter plain bar.

Objects · 6

MarkObjectNo.ShapeMaterialNote
concrete diaphragm1rectangularconcreteLocated between beam sections; labeled CONC. DIAPH.
beam2rectangularBeam portions are shown on either side of the diaphragm.
507Areinforcement bar4bentShown as 2-507A at the top and 2-507A at the bottom of the diaphragm.
402Areinforcement bar4diagonalCallout reads 4-402A.
403Areinforcement barhorizontalQuantity is not printed.
plain bar1circularCallout identifies a 1” DIA. PLAIN BAR.

Measurements · 5

MeasurementValueApplies to
concrete diaphragm thickness10”concrete diaphragm
vertical dimension2”
vertical dimension2’-4”
clear cover, typical1 1/2”
plain bar diameter1”plain bar

Labels

TOP OF BEAM

openai/gpt-5.6-terra-pro · 14375 tokens · 32.5s

item · 3435 × 778

Other P05 R05

page 5 · other_p05_r05
Original
Other P05 R05
{
  "view": "Section",
  "objects": [
    {
      "name": "slab",
      "tag": "",
      "shape": "sloped rectangular slab",
      "material": "",
      "count": 1,
      "note": "Sectioned across the top of the beam-like units."
    },
    {
      "name": "beam-like units",
      "tag": "",
      "shape": "rectangular with haunched end profiles",
      "material": "",
      "count": 5,
      "note": "No beam type or material is printed in this crop."
    },
    {
      "name": "edge barrier",
      "tag": "",
      "shape": "vertical tapered profile",
      "material": "",
      "count": 2,
      "note": "One is visible at each end of the slab."
    },
    {
      "name": "reinforcement bar",
      "tag": "403A",
      "shape": "bar",
      "material": "",
      "count": 7,
      "note": "Shown at equal spaces."
    },
    {
      "name": "reinforcement bar",
      "tag": "507A",
      "shape": "bar",
      "material": "",
      "count": 4,
      "note": "Two separate 2-507A callouts are visible."
    },
    {
      "name": "reinforcement bar",
      "tag": "402A",
      "shape": "bar",
      "material": "",
      "count": 4,
      "note": ""
    },
    {
      "name": "plain bar",
      "tag": "",
      "shape": "circular bar",
      "material": "",
      "count": null,
      "note": "Called out as 1 inch diameter."
    }
  ],
  "measurements": [
    {
      "label": "slab slope",
      "value": "2%",
      "unit": "",
      "appliesTo": "slab"
    },
    {
      "label": "dimension",
      "value": "5\"",
      "unit": "",
      "appliesTo": "403A reinforcing bars"
    },
    {
      "label": "reinforcing bar quantity",
      "value": "7",
      "unit": "",
      "appliesTo": "403A"
    },
    {
      "label": "dimension",
      "value": "5\"",
      "unit": "",
      "appliesTo": "403A reinforcing bars"
    },
    {
      "label": "reinforcing bar quantity",
      "value": "2",
      "unit": "",
      "appliesTo": "507A"
    },
    {
      "label": "reinforcing bar quantity",
      "value": "4",
      "unit": "",
      "appliesTo": "402A"
    },
    {
      "label": "reinforcing bar quantity",
      "value": "2",
      "unit": "",
      "appliesTo": "507A"
    },
    {
      "label": "plain bar diameter",
      "value": "1\"",
      "unit": "",
      "appliesTo": "plain bar"
    }
  ],
  "notes": [
    "FENCE NOT SHOWN, TYP.",
    "AT EQUAL SPACES",
    "1\" DIAMETER PLAIN BAR"
  ],
  "labels": [
    "SECTION THRU SLAB",
    "SR 21 WB = PGL"
  ],
  "description": "This crop is a section titled SECTION THRU SLAB. It shows a sloped slab spanning five repeated beam-like units, with tapered edge barriers at both ends and reinforcing-bar callouts; a typical fence is noted but not shown."
}

Other P05 R05

done

other_p05_r05

Section7 objects · 8 measurements · 3 notes · 2 labels

This crop is a section titled SECTION THRU SLAB. It shows a sloped slab spanning five repeated beam-like units, with tapered edge barriers at both ends and reinforcing-bar callouts; a typical fence is noted but not shown.

Objects · 7

MarkObjectNo.ShapeNote
slab1sloped rectangular slabSectioned across the top of the beam-like units.
beam-like units5rectangular with haunched end profilesNo beam type or material is printed in this crop.
edge barrier2vertical tapered profileOne is visible at each end of the slab.
403Areinforcement bar7barShown at equal spaces.
507Areinforcement bar4barTwo separate 2-507A callouts are visible.
402Areinforcement bar4bar
plain barcircular barCalled out as 1 inch diameter.

Measurements · 8

MeasurementValueApplies to
slab slope2%slab
dimension5"403A reinforcing bars
reinforcing bar quantity7403A
dimension5"403A reinforcing bars
reinforcing bar quantity2507A
reinforcing bar quantity4402A
reinforcing bar quantity2507A
plain bar diameter1"plain bar

Labels

SECTION THRU SLABSR 21 WB = PGL

Notes

  • FENCE NOT SHOWN, TYP.
  • AT EQUAL SPACES
  • 1" DIAMETER PLAIN BAR

openai/gpt-5.6-terra-pro · 18690 tokens · 40.4s

item · 3652 × 824

Other P05 R06

page 5 · other_p05_r06
Original
Other P05 R06
{
  "view": "Cross Section",
  "objects": [
    {
      "name": "deck slab",
      "tag": "",
      "shape": "sloped rectangular slab",
      "material": "",
      "count": 1,
      "note": "Carries a 2% cross slope."
    },
    {
      "name": "edge beam",
      "tag": "",
      "shape": "rectangular",
      "material": "",
      "count": 2,
      "note": "At each outside edge of the deck; called out to be poured flush with outside face of beam."
    },
    {
      "name": "parapet/barrier",
      "tag": "",
      "shape": "tapered",
      "material": "",
      "count": 2,
      "note": "One at each outside edge; fence is noted as not shown."
    },
    {
      "name": "I-girder",
      "tag": "",
      "shape": "I-girder",
      "material": "",
      "count": 6,
      "note": "Bearing pads are noted as not shown."
    },
    {
      "name": "support cap",
      "tag": "",
      "shape": "stepped rectangular",
      "material": "",
      "count": 1,
      "note": "Visible below the girders; extends beyond the crop."
    },
    {
      "name": "reinforcement bar",
      "tag": "8-404",
      "shape": "straight",
      "material": "steel",
      "count": 8,
      "note": "AT EQUAL SPACES."
    },
    {
      "name": "reinforcement bar",
      "tag": "2-800",
      "shape": "straight",
      "material": "steel",
      "count": 2,
      "note": ""
    },
    {
      "name": "reinforcement bar",
      "tag": "1-509",
      "shape": "straight",
      "material": "steel",
      "count": 1,
      "note": ""
    },
    {
      "name": "reinforcement bar",
      "tag": "1-508",
      "shape": "straight",
      "material": "steel",
      "count": 1,
      "note": ""
    },
    {
      "name": "reinforcement bar",
      "tag": "1-802",
      "shape": "straight",
      "material": "steel",
      "count": 1,
      "note": ""
    },
    {
      "name": "reinforcement bar",
      "tag": "1-801",
      "shape": "straight",
      "material": "steel",
      "count": 1,
      "note": ""
    }
  ],
  "measurements": [
    {
      "label": "Typical deck thickness",
      "value": "8\"",
      "unit": "\"",
      "appliesTo": "deck slab"
    },
    {
      "label": "End dimension",
      "value": "2\"",
      "unit": "\"",
      "appliesTo": "8-404"
    },
    {
      "label": "End dimension",
      "value": "2\"",
      "unit": "\"",
      "appliesTo": "8-404"
    },
    {
      "label": "Slope",
      "value": "2%",
      "unit": "%",
      "appliesTo": "deck slab"
    }
  ],
  "notes": [
    "FENCE NOT SHOWN, TYP.",
    "POUR EDGE BEAM FLUSH WITH OUTSIDE FACE OF BEAM, TYP.",
    "NOTE: BEARING PADS NOT SHOWN"
  ],
  "labels": [
    "SR 21 WB = PGL"
  ],
  "description": "This crop shows a transverse bridge cross section at the SR 21 westbound profile grade line. It depicts a sloped deck with exterior edge beams and tapered outside barriers over six I-girders, supported on a partially shown support cap."
}

Other P05 R06

done

other_p05_r06

Cross Section11 objects · 4 measurements · 3 notes · 1 label

This crop shows a transverse bridge cross section at the SR 21 westbound profile grade line. It depicts a sloped deck with exterior edge beams and tapered outside barriers over six I-girders, supported on a partially shown support cap.

Objects · 11

MarkObjectNo.ShapeMaterialNote
deck slab1sloped rectangular slabCarries a 2% cross slope.
edge beam2rectangularAt each outside edge of the deck; called out to be poured flush with outside face of beam.
parapet/barrier2taperedOne at each outside edge; fence is noted as not shown.
I-girder6I-girderBearing pads are noted as not shown.
support cap1stepped rectangularVisible below the girders; extends beyond the crop.
8-404reinforcement bar8straightsteelAT EQUAL SPACES.
2-800reinforcement bar2straightsteel
1-509reinforcement bar1straightsteel
1-508reinforcement bar1straightsteel
1-802reinforcement bar1straightsteel
1-801reinforcement bar1straightsteel

Measurements · 4

MeasurementValueUnitApplies to
Typical deck thickness8""deck slab
End dimension2""8-404
End dimension2""8-404
Slope2%%deck slab

Labels

SR 21 WB = PGL

Notes

  • FENCE NOT SHOWN, TYP.
  • POUR EDGE BEAM FLUSH WITH OUTSIDE FACE OF BEAM, TYP.
  • NOTE: BEARING PADS NOT SHOWN

openai/gpt-5.6-terra-pro · 23033 tokens · 50.3s

2Map the items51 items · 241 readings · 16 on more than one pageconfigured openai/gpt-5.6-terra-pro · about 7¢ at the last run’s size · 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.

51 items from 241 readings · 28 new, 23 updated, 45 removed.

51items241readings16on 2+ pages20,141tokens in8,114tokens out
Deck Slabdeck×20 · skewed rectangular · reinforced concretep1, p2, p3, p4, p515 crops
Deck Slab

also calledbridge deckslabbridge deck slab

Beamsuperstructure×91 · rectangularp2, p3, p4, p511 crops
Beam

also calledbeamsbeam-like units

marks℄ BEAM 1–12℄ BEAM 1℄ BEAM 2℄ BEAM 3℄ BEAM 4℄ BEAM 5℄ BEAM 6℄ BEAM 7℄ BEAM 8℄ BEAM 9℄ BEAM 10℄ BEAM 11℄ BEAM 12C BEAM 1 through C BEAM 12BEAM 1 through BEAM 12℄ BEAM 1-12℄ BEAM 1 through ℄ BEAM 6

Bentsubstructure×28 · linep1, p3, p4, p58 crops
Bent

also calledbridge bentBridge bentintermediate bent

marksBENT 1L / BENT 2L / BENT 3L / BENT 4LBENT 1R / BENT 2R / BENT 3R / BENT 4RBENT 1BENT 2BENT 3BENT 4BENT 2 **BENT 3 **BENT 2LBENT 3LBENT 2RBENT 3R2 AND 3B.F.P.R. BENT 4

Concrete Diaphragmsuperstructure×10 · rectangular · concretep2, p3, p4, p58 crops
Concrete Diaphragm
Edge Beamsuperstructure×16 · straightp2, p3, p4, p58 crops
Edge Beam

also callededgebeamEdgebeam

Reinforcing Barmaterial×70 · straight · reinforcing steelp2, p3, p518 crops
Reinforcing Bar

also calledSuperstructure reinforcing steelreinforcing steel barReinforcement barmain slab reinforcement barsbarsreinforcement barmain slab reinforcement barreinforcement bars

marks600400A*500B400400B400C12-502D12-502E30-400A14-400A6-400A507A402A403AI-509I-508I-802I-8012-800502+9 more

Chain-Link Fencerailing×6 · linear · chain link wirep1, p3, p56 crops
Chain-Link Fence

also calledchain link wire fenceChain link wire fencefencefence end section

marks12-502D12-502E

Fence Postrailingcircular plan symbolp2, p3, p45 crops
Fence Post

also calledfence posts

Bridge Barrierrailing×16 · tapered vertical profilep3, p59 crops
Bridge Barrier

also calledbarrier segments at expansion jointbarrieredge barrier / curbedge parapet/barrierbarrier/parapetparapet/barrieredge barrier

Wallsubstructure×13 · linearp1, p55 crops
Wall

also calledWall 1Wall 2tapered wall

marksWALL 1WALL 2WALL NO. 1WALL NO. 2

Paving Restpavement×8 · straightp2, p46 crops
Paving Rest
End Postrailing×8 · circular plan symbol · concretep2, p45 crops
End Post

marksEND POST

Endwallsubstructure×4 · straightp2, p44 crops
Endwall
Filletsuperstructurelinear edge filletp3, p44 crops
Fillet
Construction Jointsuperstructure×2 · linear jointp3, p52 crops
Construction Joint

also calledB.F.P.R. or construction joint

Gutterdrainage×4 · linearp1, p42 crops
Gutter
Bearingsuperstructure×12 · bearing symbolp12 crops
Bearing

marksFIXEXP.

Bent Reference Pointother×4 · pointp11 crop
Bent Reference Point

also calledBridge bent reference point

marksB.F.P.R. BENT 1LB.F.P.R. BENT 4LB.F.P.R. BENT 1RB.F.P.R. BENT 4R

  • p1p01_r01“Bridge bent reference point” · B.F.P.R. BENT 1L · ×1p01_r01“Bridge bent reference point” · B.F.P.R. BENT 4L · ×1p01_r01“Bridge bent reference point” · B.F.P.R. BENT 1R · ×1p01_r01“Bridge bent reference point” · B.F.P.R. BENT 4R · ×1
I-Girdersuperstructure×19 · I-girderp54 crops
I-Girder

also calledgirder-like supporting members

Plain Barmaterial×2 · circularp54 crops
Plain Bar
Proposed Vertical Curveother×4 · vertical curve schematic with two tangent gradesp13 crops
Proposed Vertical Curve

marksSR 21 PGL - WESTBOUNDSR 21 PGL - EASTBOUND

Future Trackother×2 · linearp13 crops
Future Track

marksFUTURE TRACK

Barrier Transitionrailing×2 · tapered profilep22 crops
Barrier Transition
Bent Capsubstructure×2 · stepped rectangularp52 crops
Bent Cap

also calledbent cap or beam supportsupport cap

Bridge Superstructuresuperstructure×2 · longitudinal deck/girder profilep12 crops
Bridge Superstructure

also calledbridge superstructure/deck

Construction Clearance Envelopeother×2 · rectangularp12 crops
Construction Clearance Envelope
Existing Railroad Trackother×2 · linearp12 crops
Existing Railroad Track

also calledrailroad trackCentral of Georgia Railroad Company existing track

marksCENTRAL OF GEORGIA RAILROAD COMPANY EXISTING TRACK

  • p1p01_r01 plan“railroad track” · CENTRAL OF GEORGIA RAILROAD COMPANY EXISTING TRACK · ×1p01_r01“Central of Georgia Railroad Company existing track” · ×1
Filler Materialmaterial×2 · rectangularp22 crops
Filler Material
Future Access Roadpavement×2 · linearp12 crops
Future Access Road

marksFUTURE ACCESS ROAD

  • p1p01_r01 plan“future access road” · FUTURE ACCESS ROAD · ×1p01_r01“Future access road” · ×1
Galvanized Nailsmaterialgalvanizedp32 crops
Galvanized Nails
High Railotherhorizontal linep12 crops
High Rail
Low Modulus Silicone Sealantmateriallinear joint seal · siliconep32 crops
Low Modulus Silicone Sealant

marksTYPE A

Pilefoundation×12 · verticalp12 crops
Pile
Pile Capfoundation×4 · rectangularp12 crops
Pile Cap
Preformed Joint Fillermaterial×1 · rectangular stripp32 crops
Preformed Joint Filler
Preformed Silicone Joint Sealmaterial×2 · profiled · siliconep22 crops
Preformed Silicone Joint Seal

marks*

Silicone Adhesivematerial×4 · irregular side strips · siliconep22 crops
Silicone Adhesive
Structural Membersuperstructurelongitudinalp31 crop
Structural Member

also calledmember

marks400B400C

Superstructure Concrete, Class Dmaterialconcrete, Class Dp22 crops
Superstructure Concrete, Class D
Track Centerlineother×2 · linep12 crops
Track Centerline

marks℄ TRACK

Triangular Drip Beaddrainage×1 · triangularp52 crops
Triangular Drip Bead
Unidentified Outlined Elementotherpartial tapered polygonal outlinep52 crops
Unidentified Outlined Element
Centerlineotherdash-dot linep51 crop
Centerline
Chamfersuperstructurechamfered edgep31 crop
Chamfer
Endfillearthwork×1 · sloping and stepped fill profilep11 crop
Endfill
Endfill Control Pointother×1 · point on sloping linep11 crop
Endfill Control Point
Endfill Control Profileother×1 · trapezoidal with sloping sidesp11 crop
Endfill Control Profile
  • p1p01_r03“endfill control profile” · ×1
Future Track Centerlineother×1 · vertical dashed linep11 crop
Future Track Centerline
Joint Openingsuperstructure×1 · rectangularp21 crop
Joint Opening
  • p2p02_r03“joint opening” · ×1
Temporary Shoringancillarylinearp11 crop
Temporary Shoring
Top Of High Railother×1 · horizontal linep11 crop
Top Of High Rail

marksTOP OF HIGH RAIL

3Match the ontology25 of 51 matched · 12 to check · 26 unmatchedconfigured openai/gpt-5.6-terra-pro · about 25¢ for a full pass · 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. Matching against bridge v1.0.0, 133 classes.

49% of items placed. The 26 below fit no class — add one to the ontology and match again.

13matched12to check26unmatched49% covered27values60gaps144,539tokens in17,852tokens out

⚠ 26 items the bridge ontology has no class forAdd a class

  • Edge Beamp2, p3, p4, p5 · 8 crops · ×16The ontology would need an edge beam or deck edge beam class.
  • Chain-Link Fencep1, p3, p5 · 6 crops · ×6The ontology would need a chain-link fence class.
  • Fence Postp2, p3, p4 · 5 cropsThe ontology would need a fence post class.
  • Paving Restp2, p4 · 6 crops · ×8The ontology would need a paving rest or pavement support class.
  • End Postp2, p4 · 5 crops · ×8The ontology would need a railing end post class.
  • Endwallp2, p4 · 4 crops · ×4The ontology would need a generic endwall class.
  • Filletp3, p4 · 4 cropsThe ontology would need a concrete fillet class.
  • Construction Jointp3, p5 · 2 crops · ×2The ontology would need a construction joint class.
  • Gutterp1, p4 · 2 crops · ×4The ontology would need a bridge gutter drainage class.
  • Future Trackp1 · 3 crops · ×2The ontology would need a future railway track class.
  • Construction Clearance Envelopep1 · 2 crops · ×2The ontology would need a construction clearance envelope class.
  • Filler Materialp2 · 2 crops · ×2The ontology would need a generic joint filler material class.
  • Future Access Roadp1 · 2 crops · ×2The ontology would need a future access road class.
  • Galvanized Nailsp3 · 2 cropsThe ontology would need a galvanized nail material or fastening class.
  • Low Modulus Silicone Sealantp3 · 2 cropsThe ontology would need a silicone joint sealant material class.
  • Preformed Joint Fillerp3 · 2 crops · ×1The ontology would need a preformed joint filler class.
  • Preformed Silicone Joint Sealp2 · 2 crops · ×2The ontology would need a preformed silicone joint seal class.
  • Silicone Adhesivep2 · 2 crops · ×4The ontology would need a silicone adhesive material class.
  • Superstructure Concrete, Class Dp2 · 2 cropsThe ontology would need a structural concrete material class for Class D concrete.
  • Triangular Drip Beadp5 · 2 crops · ×1The ontology would need a drip bead or drip edge class.
  • Unidentified Outlined Elementp5 · 2 cropsThe outlined element is not identified sufficiently to assign a permanent-works class.
  • Chamferp3 · 1 cropThe ontology would need a concrete chamfer class.
  • Endfill Control Pointp1 · 1 crop · ×1The ontology would need an endfill geometric control point class.
  • Endfill Control Profilep1 · 1 crop · ×1The ontology would need an endfill control profile class.
  • Joint Openingp2 · 1 crop · ×1The ontology would need a generic deck joint opening class.
  • Structural Memberp3 · 1 cropThe ontology would need a generic structural member class.

alignment system8

superstructure6

  • Deck Slab→Deck Slabbridge.superstructure.deck_system.deck_slabp1, p2, p3, p4, p5 · 15 crops · ×203 read · 1 derived · 1 gapon “Deck Slab”
  • Beamcheck→Main Girderbridge.superstructure.main_load_system.girderp2, p3, p4, p5 · 11 crops · ×911 read · 4 gapson “BEAM”
  • Concrete Diaphragm→Diaphragmbridge.superstructure.secondary_member_system.diaphragmp2, p3, p4, p5 · 8 crops · ×102 read · 2 derived · 1 gapon “Diaphragm”
  • I-Girdercheck→Main Girderbridge.superstructure.main_load_system.girderp5 · 4 crops · ×191 read · 4 gapson “I-Girder”
  • Bearingcheck→Bridge Bearing Systemgroupingbridge.superstructure.bearing_systemp1 · 2 crops · ×12on “Bearing”
  • Bridge Superstructure→Bridge Superstructuregroupingbridge.superstructurep1 · 2 crops · ×2on “Bridge Superstructure”

ancillary system4

approach earthwork system2

  • Wallcheck→Retaining Wallbridge.approach_earthwork_system.retaining_wallp1, p5 · 5 crops · ×131 derived · 6 gapson “Wall”
  • Endfillcheck→Approach Embankmentbridge.approach_earthwork_system.embankmentp1 · 1 crop · ×11 read · 1 derived · 2 gapson “Endfill”

foundation system2

  • Pile→Foundation Pilebridge.foundation_system.deep_foundation.pilep1 · 2 crops · ×121 read · 6 gapson “Pile”
  • Pile Cap→Pile Capbridge.foundation_system.deep_foundation.pile_capp1 · 2 crops · ×41 read · 5 gapson “Pile Cap”

substructure2

  • Bent→Pier Systemgroupingbridge.substructure.pier_systemp1, p3, p4, p5 · 8 crops · ×28on “BENT”
  • Bent Cap→Pier Capbridge.substructure.pier_system.pier_capp5 · 2 crops · ×21 read · 4 gapson “Bent Cap”

construction system1

◈Index for the agentnot indexed · 1029 points readyopenai/text-embedding-3-small

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.

1029 points ready to index.

0points stored1,029points ready52crops51items73,128tokens embedded

Collection mindmap_vectors, filtered on projectId = gdot_drawing_for_one_item-1d2aef44145e4a0fb4e1079a43f94de1.