11library : bokeh
22specification_id : column-stratigraphic
33created : ' 2026-03-15T22:55:12Z'
4- updated : ' 2026-03-15T23:07:08Z '
4+ updated : ' 2026-03-15T23:14:59Z '
55generated_by : claude-opus-4-5-20251101
66workflow_run : 23121198781
77issue : 4573
@@ -10,106 +10,107 @@ library_version: 3.9.0
1010preview_url : https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/bokeh/plot.png
1111preview_thumb : https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/bokeh/plot_thumb.png
1212preview_html : https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/bokeh/plot.html
13- quality_score : 85
13+ quality_score : 88
1414review :
1515 strengths :
16- - K-Pg boundary annotation with red dashed line adds geological storytelling and
17- visual interest
18- - Earth-tone color palette with matching hatch patterns is contextually appropriate
19- for geological data
20- - ' Good use of Bokeh-specific features: HoverTool with rich tooltips, hatch patterns,
21- dual HTML+ PNG export'
22- - Age brackets on the left side provide clear temporal organization
23- - Perfect spec compliance with all required features implemented
16+ - Excellent spec compliance — all required features faithfully implemented with
17+ 5 distinct lithology patterns and proper geological conventions
18+ - K-Pg boundary annotation adds strong data storytelling with red dashed line and
19+ bold label
20+ - ' Good use of Bokeh-specific features: HoverTool tooltips, hatch patterns, Span ,
21+ dual PNG/HTML export'
22+ - Clean, well-organized code with good typography hierarchy
23+ - Colorblind-safe, geology-appropriate earth-tone palette
2424 weaknesses :
25- - ' Canvas utilization is poor: significant empty space between formation labels
26- and legend; column occupies only ~35% of width '
27- - Legend is isolated in the far top-right, disconnected from the data
28- - ' Color accessibility could improve: sandstone/siltstone distinction is subtle
29- for colorblind users '
30- image_description : ' The plot displays a vertical stratigraphic column showing 10
31- geological layers from 0m to 200m depth (increasing downward). Each layer is rendered
32- as a rectangular block with a distinct fill color and hatch pattern: sandstone
33- in wheat with dot pattern, shale in gray with horizontal dashes, limestone in
34- light blue with cross-hatch, siltstone in dark brown with diagonal lines , and
35- conglomerate in orange with circle pattern. Formation names (Dakota Fm, Mancos
36- Fm, Niobrara Fm, Pierre Fm, Fox Hills Fm, Dawson Fm, Green River Fm, Leadville
37- Fm, Wasatch Fm, Uinta Fm) are labeled to the right of the column. Age labels (Late
38- Cretaceous, Paleocene, Eocene) appear on the left with bracket lines grouping
39- the relevant layers. A red dashed horizontal line marks the K-Pg Boundary (~66
40- Ma) at 88m depth . The y-axis shows "Depth (m)" and a lithology legend titled "Lithology"
41- is in the top-right corner. Title reads "column-stratigraphic · bokeh · pyplots.ai".
42- Background is off-white (#FAFAFA) .'
25+ - Horizontal canvas utilization could be improved — significant empty space between
26+ formation labels and legend
27+ - Boundary depth labels (13pt) are noticeably smaller than other text elements
28+ - Hatch patterns use Bokeh built-in defaults rather than closer approximations of
29+ FGDC geological symbols
30+ image_description : ' The plot displays a vertical stratigraphic column spanning 0–200m
31+ depth (increasing downward). Ten geological layers are rendered as wide rectangular
32+ blocks, each filled with a distinct color and hatch pattern: Sandstone (warm wheat
33+ with dot pattern), Shale ( gray with horizontal dashes), Limestone (light blue
34+ with plus/ cross pattern), Siltstone (olive green with diagonal hatching) , and
35+ Conglomerate ( orange with circle pattern). A prominent red dashed line marks the
36+ K-Pg Boundary (~66 Ma) at 88m depth with a bold red label. Formation names (Dakota
37+ Fm, Mancos Fm, Niobrara Fm, Pierre Fm, Fox Hills Fm, Dawson Fm, Green River Fm,
38+ Leadville Fm, Wasatch Fm, Uinta Fm) are labeled on the right. Age brackets (Late
39+ Cretaceous, Paleocene, Eocene) with bracket lines appear on the left. Small depth
40+ labels mark each layer boundary . The title reads "column-stratigraphic · bokeh
41+ · pyplots.ai" in the upper left. A lithology legend with all 5 rock types sits
42+ in the upper right. The y-axis is labeled "Depth (m)" .'
4343 criteria_checklist :
4444 visual_quality :
45- score : 26
45+ score : 27
4646 max : 30
4747 items :
4848 - id : VQ-01
4949 name : Text Legibility
5050 score : 7
5151 max : 8
5252 passed : true
53- comment : All font sizes explicitly set (36pt title, 28pt axis label, 22pt
54- ticks, 18pt labels, 20pt legend). K-Pg boundary label at 16pt slightly small.
53+ comment : All font sizes explicitly set (title 36pt, axis label 28pt, ticks
54+ 22pt, formation 19pt, age 19pt). Boundary depth labels at 13pt are readable
55+ but noticeably smaller.
5556 - id : VQ-02
5657 name : No Overlap
5758 score : 6
5859 max : 6
5960 passed : true
60- comment : No overlapping text elements; all labels clearly separated.
61+ comment : No overlapping text. Formation labels, age labels, and depth marks
62+ all well-separated.
6163 - id : VQ-03
6264 name : Element Visibility
6365 score : 6
6466 max : 6
6567 passed : true
66- comment : All layer rectangles clearly visible with distinct colors and hatch
68+ comment : All rectangular layers clearly visible with distinct colors and hatch
6769 patterns.
6870 - id : VQ-04
6971 name : Color Accessibility
70- score : 3
72+ score : 4
7173 max : 4
7274 passed : true
73- comment : Five distinct colors generally distinguishable but sandstone/siltstone
74- may be hard for colorblind users.
75+ comment : ' Colorblind-safe palette: wheat, gray, blue, olive green, orange.'
7576 - id : VQ-05
7677 name : Layout & Canvas
7778 score : 2
7879 max : 4
79- passed : true
80- comment : Column occupies ~35% of canvas width; significant empty space; legend
81- isolated in far top-right .
80+ passed : false
81+ comment : Significant horizontal space wasted between formation labels and
82+ legend. Column is narrow relative to canvas width .
8283 - id : VQ-06
8384 name : Axis Labels & Title
8485 score : 2
8586 max : 2
8687 passed : true
87- comment : Y-axis labeled Depth (m) with units; x -axis correctly hidden.
88+ comment : Y-axis labeled Depth (m) with units. X -axis appropriately hidden.
8889 design_excellence :
89- score : 13
90+ score : 14
9091 max : 20
9192 items :
9293 - id : DE-01
9394 name : Aesthetic Sophistication
9495 score : 5
9596 max : 8
9697 passed : true
97- comment : Thoughtful earth -tone palette matching geological context. Custom
98- hatch patterns. Above defaults but not publication-quality .
98+ comment : Earth -tone palette is geology-appropriate. Good typography hierarchy.
99+ Above defaults but not publication-grade .
99100 - id : DE-02
100101 name : Visual Refinement
101102 score : 4
102103 max : 6
103104 passed : true
104- comment : ' X-grid removed, y-grid subtle (alpha=0.15 , dashed), outline removed,
105- background #FAFAFA. '
105+ comment : Hidden x-axis, subtle grid (alpha 0.12 , dashed), removed outline ,
106+ custom background. Good refinement.
106107 - id : DE-03
107108 name : Data Storytelling
108- score : 4
109+ score : 5
109110 max : 6
110111 passed : true
111- comment : K-Pg boundary creates geological narrative . Age brackets organize
112- temporal progression .
112+ comment : K-Pg boundary creates clear focal point . Age brackets organize geological
113+ timeline. Real formation names add context .
113114 spec_compliance :
114115 score : 15
115116 max : 15
@@ -119,52 +120,51 @@ review:
119120 score : 5
120121 max : 5
121122 passed : true
122- comment : Correct vertical stratigraphic column with stacked rectangular layers.
123+ comment : Correct stratigraphic column with stacked rectangular layers and
124+ lithology patterns.
123125 - id : SC-02
124126 name : Required Features
125127 score : 4
126128 max : 4
127129 passed : true
128- comment : ' All spec features present: lithology patterns, formation names,
129- age labels, depth scale, layer boundaries .'
130+ comment : ' All spec features present: 5 lithology patterns, depth increasing
131+ downward, formation names, age labels, depth scale.'
130132 - id : SC-03
131133 name : Data Mapping
132134 score : 3
133135 max : 3
134136 passed : true
135- comment : Y-axis represents depth correctly , layers at correct intervals .
137+ comment : Depth correctly mapped to y-axis , layers stacked without gaps .
136138 - id : SC-04
137139 name : Title & Legend
138140 score : 3
139141 max : 3
140142 passed : true
141- comment : Title follows exact format. Legend titled Lithology with correct
142- labels.
143+ comment : Title format correct. Legend titled Lithology with all 5 rock types.
143144 data_quality :
144- score : 13
145+ score : 14
145146 max : 15
146147 items :
147148 - id : DQ-01
148149 name : Feature Coverage
149- score : 5
150+ score : 6
150151 max : 6
151152 passed : true
152- comment : Shows 5 lithology types, varying thicknesses, three geological periods,
153- K-Pg boundary event .
153+ comment : Shows 5 distinct lithologies, 10 layers, varying thicknesses, 3 geological
154+ periods, K-Pg boundary.
154155 - id : DQ-02
155156 name : Realistic Context
156157 score : 4
157158 max : 5
158159 passed : true
159- comment : Real formation names from Western Interior. Some stratigraphic ordering
160- geologically questionable .
160+ comment : Real Western US formation names and geological ages. Minor anachronism
161+ with Leadville Fm age .
161162 - id : DQ-03
162163 name : Appropriate Scale
163164 score : 4
164165 max : 4
165166 passed : true
166- comment : Depths 0-200m realistic for borehole/outcrop. Layer thicknesses geologically
167- plausible.
167+ comment : Depths 0-200m and thicknesses 8-28m are geologically plausible.
168168 code_quality :
169169 score : 10
170170 max : 10
@@ -174,13 +174,14 @@ review:
174174 score : 3
175175 max : 3
176176 passed : true
177- comment : ' Clean linear flow: imports, data, plot, styling, save.'
177+ comment : ' Clean linear flow: data, plot, annotations, save. No functions or
178+ classes.'
178179 - id : CQ-02
179180 name : Reproducibility
180181 score : 2
181182 max : 2
182183 passed : true
183- comment : Fully deterministic with hardcoded data .
184+ comment : All data deterministic ( hardcoded layer definitions) .
184185 - id : CQ-03
185186 name : Clean Imports
186187 score : 2
@@ -192,7 +193,7 @@ review:
192193 score : 2
193194 max : 2
194195 passed : true
195- comment : Appropriate use of loops and dictionary-based style mapping .
196+ comment : Clean, well-organized code with appropriate loops. No fake functionality .
196197 - id : CQ-05
197198 name : Output & API
198199 score : 1
@@ -208,15 +209,15 @@ review:
208209 score : 4
209210 max : 5
210211 passed : true
211- comment : Good use of ColumnDataSource, figure().rect() , Label/ Legend/Span
212- models .
212+ comment : Uses ColumnDataSource, Range1d , Label, Legend/LegendItem, Span —
213+ idiomatic Bokeh patterns .
213214 - id : LM-02
214215 name : Distinctive Features
215216 score : 4
216217 max : 5
217218 passed : true
218- comment : HoverTool with rich tooltips, hatch_pattern, dual HTML+ PNG export
219- are distinctive Bokeh features.
219+ comment : HoverTool with rich tooltips, hatch patterns, Span model, dual PNG/HTML
220+ export — Bokeh-specific features.
220221 verdict : REJECTED
221222impl_tags :
222223 dependencies : []
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