Acquisition position
Current all in cost
600.0 SEK
Current bid or estimate200.0 SEK
Modelled discount82.0%
Liquidity score86%
Carl Malmsten · Furniture and design · Karlstad Hammarö Auktionsverk
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Björk, rutig textilklädsel. Sitthöjd 47 Höjd 85 Djup ca 52 (cm).
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 86% · Marks 25% · Material 40%
33% combined confidenceVisual 0% · Name 42% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 41% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 40% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 38% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 38% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 38% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 37% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 37% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 36% · Marks 25% · Material 40%
24% combined confidenceVisual 0% · Name 35% · Marks 25% · Material 40%
24% combined confidenceVisual 0% · Name 35% · Marks 25% · Material 40%
24% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
Rineke Dijkstra Dutch, born 1959
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoTacita Dean English, born 1965
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoVik Muniz Brazilian, born 1961
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoKara Walker American, born 1969
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAmar Kanwar Indian, born 1964
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoSam Taylor-Wood English, born 1967
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoWillem de Kooning American, born Netherlands, 1904–1997
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoYinka Shonibare English, born 1962
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoKatharina Fritsch German, born 1956
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoDavid Shrigley English, born 1968
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoSue Williams American, born 1954
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAndrea Fraser American, born 1965
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 10638 | 69% | 2200.0 SEK | identity 100%, material 45%, size 62%, title 92%, manufacturer labels 45% |
| 17621 | 68% | 8000.0 SEK | identity 100%, material 45%, size 62%, title 77%, manufacturer labels 45% |
| 2996 | 68% | 2958.0 SEK | identity 100%, material 45%, size 62%, title 74%, manufacturer labels 45% |
| 5631 | 68% | 3000.0 SEK | identity 100%, material 45%, size 62%, title 74%, manufacturer labels 45% |
| 4234 | 68% | 3000.0 SEK | identity 100%, material 45%, size 62%, title 71%, manufacturer labels 45% |
| 20829 | 67% | 3710.0 SEK | identity 100%, material 45%, size 62%, title 65%, manufacturer labels 45% |
| 5964 | 68% | 15055.0 SEK | identity 100%, material 45%, size 62%, title 68%, manufacturer labels 45% |
| 14329 | 67% | 1900.0 SEK | identity 100%, material 45%, size 62%, title 65%, manufacturer labels 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.