Acquisition position
Current all in cost
375.0 SEK
Current bid or estimate300.0 SEK
Modelled discount48.9%
Liquidity score78%
Britt-Liz Seldinger · Prints and works on paper · Falun Auktionsbyrå
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Totalmått 65 x 79cm Has resale rights.
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 86% · Marks 25% · Material 40%
33% combined confidenceVisual 0% · Name 42% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 40% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 40% · 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 confidenceVisual 0% · Name 35% · Marks 25% · Material 40%
24% combined confidenceVisual 0% · Name 30% · Marks 25% · Material 40%
23% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
Andy Warhol American, 1928–1987
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoLiz Deschenes American, born 1966
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoLiz Deschenes American, born 1966
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoKathe Burkhart American, born 1958
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAkan-speaking peoples Ghana; manufactured in England Coastal West Africa
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAsante or related Akan-speaking peoples Ghana Coastal West Africa
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAsante or related Akan-speaking peoples Ghana Coastal West Africa
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoLiz Larner American, born 1960
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoArt Shay American, 1922-2018
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoDesign and fabrication attributed to Peter Berg (American, born Norway, 1885–1959) Kalo Shop (American, 1900–70) Park Ridge, Illinois
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoCharlotte M. Berge (Swedish, active c. 1821) Sweden, Fort Carlsberg
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAsante or related Akan-speaking peoples Ghana Coastal West Africa
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 5909 | 51% | 700.0 SEK | identity 53%, material 45%, size 62%, title 60%, edition 45% |
| 16727 | 50% | 300.0 SEK | identity 58%, material 45%, size 62%, title 43%, edition 45% |
| 4851 | 50% | 300.0 SEK | identity 58%, material 45%, size 62%, title 43%, edition 45% |
| 6264 | 50% | 2600.0 SEK | identity 45%, material 45%, size 62%, title 74%, edition 45% |
| 4 | 50% | 500.0 SEK | identity 47%, material 45%, size 62%, title 69%, edition 45% |
| 13282 | 50% | 300.0 SEK | identity 55%, material 45%, size 62%, title 47%, edition 45% |
| 6572 | 50% | 300.0 SEK | identity 45%, material 45%, size 62%, title 72%, edition 45% |
| 2766 | 50% | 500.0 SEK | identity 53%, material 45%, size 62%, title 52%, edition 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.