Acquisition position
Albert Engström · Art glass · Auktionshuset Thörner & Ek
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Bildmått ca. 28,5x20 cm. Träram med glas, ca. 42x32 cm.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 0%
27% combined confidenceVisual 0% · Name 34% · Marks 25% · Material 0%
19% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
Anders Zorn Swedish, 1860-1920
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert Bierstadt (American, born Solingen, Prussia, now Germany, 1830–1902)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAnders Zorn Swedish, 1860-1920
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert Bloch American, 1882–1961
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert Schindler (Austrian, 1805–1861)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert André (French, 1869-1954)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoRalph Albert Blakelock (American, 1847-1919)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert Marquet French, 1875-1947
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoPaul Albert Bartholomé (French, 1848–1928)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert Besnard (French, 1849–1934)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert Marquet French, 1875-1947
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAlbert Bierstadt (American, born Solingen, Prussia, now Germany, 1830–1902)
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 4106 | 56% | 200.0 SEK | identity 69%, material 45%, size 62%, title 53%, factory marks 45% |
| 13883 | 55% | 350.0 SEK | identity 69%, material 45%, size 62%, title 49%, factory marks 45% |
| 17869 | 55% | 500.0 SEK | identity 69%, material 45%, size 62%, title 46%, factory marks 45% |
| 17936 | 55% | 400.0 SEK | identity 69%, material 45%, size 62%, title 46%, factory marks 45% |
| 17418 | 55% | 972.0 SEK | identity 69%, material 45%, size 62%, title 46%, factory marks 45% |
| 5275 | 55% | 3560.0 SEK | identity 69%, material 45%, size 62%, title 39%, factory marks 45% |
| 13938 | 50% | 1200.0 SEK | identity 53%, material 45%, size 62%, title 48%, factory marks 45% |
| 9030 | 50% | 1200.0 SEK | identity 53%, material 45%, size 62%, title 43%, 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.