Acquisition position
Gunnel Sahlin · Art glass · Växjö Auktionskammare
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Höjd 15 cm, bredd 13 cm.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 49% · Marks 25% · Material 40%
27% combined confidenceVisual 0% · Name 47% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 42% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 41% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 39% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 36% · Marks 25% · Material 40%
25% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
Designed by Vicke Lindstrand Swedish, 1904-1983 Kosta Glasbruk (now Kosta Boda) Kosta, Småland, Sweden, founded 1742
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUrs Graf, the Elder (Swiss, 1485-1527/28) published by Johann Knobloch (German, born Switzerland, died 1528)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUrs Graf, the Elder (Swiss, 1485-1527/28) published by Johann Knobloch (German, born Switzerland, died 1528)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUrs Graf, the Elder (Swiss, 1485-1527/28) published by Johann Knobloch (German, born Switzerland, died 1528)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAaron Siskind American, 1903–1991
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUrs Graf, the Elder (Swiss, 1485-1527/28) published by Johann Knobloch (German, born Switzerland, died 1528)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUrs Graf (Swiss, 1485-1527/29) assembled by Max Geisberg (Swiss, 1875-1943)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUrs Graf, the Elder (Swiss, 1485-1527/28) published by Johann Knobloch (German, born Switzerland, died 1528)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUrs Graf, the Elder (Swiss, 1485-1527/28) published by Johann Knobloch (German, born Switzerland, died 1528)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoDesigned by Bertil Vallien Swedish, born 1938 Made by Kosta Boda Kosta, Småland, Sweden, founded 1742
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoUre Tenshodo, publisher Japanese
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAaron Siskind American, 1903–1991
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 13443 | 67% | 350.0 SEK | identity 100%, material 45%, size 62%, title 75%, factory marks 45% |
| 11926 | 67% | 566.0 SEK | identity 100%, material 45%, size 62%, title 74%, factory marks 45% |
| 11414 | 66% | 1843.0 SEK | identity 100%, material 45%, size 62%, title 63%, factory marks 45% |
| 8807 | 56% | 5610.0 SEK | identity 72%, material 45%, size 62%, title 51%, factory marks 45% |
| 8076 | 56% | 692.0 SEK | identity 72%, material 45%, size 62%, title 43%, factory marks 45% |
| 10898 | 54% | 350.0 SEK | identity 64%, material 45%, size 62%, title 47%, factory marks 45% |
| 8392 | 52% | 1200.0 SEK | identity 59%, material 45%, size 62%, title 54%, factory marks 45% |
| 9424 | 51% | 300.0 SEK | identity 58%, material 45%, size 62%, title 42%, factory marks 45% |
Automatic signature module
The local engine detects and isolates candidate regions, searches the trusted mark library and runs conservative signature forensics. Optional AI interprets unreadable regions and creates research queries without changing the forensic verdict.
The module runs during normal analysis when a local image is available.
Marks laboratory
110 independent methods generate cleanup variants, stroke and symbol descriptors, library matches, trust controls and conflict warnings.
Signature forensics
This does not declare a signature genuine. It measures fit against a multi-source reference set, confusing signers and natural variation.
Run mark matching first, then compare the questioned signature against a sufficiently broad trusted reference set.