Acquisition position
Märta Af Ekenstam · Silver and metalware · Garpenhus Auktioner
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Stämplad signatur, M P7 (1917) Länd ca 10,3 cm Vikt inklusive ben 12,89 gram.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 86% · Marks 25% · Material 40%
36% combined confidenceVisual 0% · Name 86% · Marks 25% · Material 40%
36% combined confidenceVisual 0% · Name 47% · Marks 25% · Material 40%
29% combined confidenceVisual 0% · Name 45% · Marks 25% · Material 40%
29% combined confidenceVisual 0% · Name 40% · Marks 25% · Material 40%
28% combined confidenceVisual 0% · Name 38% · Marks 25% · Material 40%
28% combined confidenceVisual 0% · Name 37% · Marks 25% · Material 40%
28% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
John Singer Sargent (American, 1856-1925) printed by Argus (South African, 19th-20th century)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoGustave Baumann American, 1881-1971
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoOtto Dix (German, 1891-1969) published by Verlag Karl Nierendorf/Galerie Nierendorf (German, founded 1920)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoGustave Baumann American, 1881-1971
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoEdgar Degas French, 1834-1917
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoEdgar Degas (French, 1834–1917)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoGustave Baumann American, 1881-1971
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoEdgar Degas French, 1834-1917
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoClaude Monet (French, 1840–1926)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAuguste Rodin (French, 1840–1917)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJohn Singer Sargent (American, 1856–1925)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoGustave Baumann American, 1881-1971
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 11869 | 50% | 10002.0 SEK | identity 50%, material 45%, size 62%, title 46%, hallmarks 45%, weight 62% |
| 16380 | 50% | 900.0 SEK | identity 45%, material 45%, size 62%, title 75%, hallmarks 45%, weight 62% |
| 12598 | 50% | 1200.0 SEK | identity 45%, material 45%, size 62%, title 71%, hallmarks 45%, weight 62% |
| 11763 | 50% | 1000.0 SEK | identity 48%, material 45%, size 62%, title 47%, hallmarks 45%, weight 62% |
| 623 | 50% | 3850.0 SEK | identity 45%, material 45%, size 62%, title 67%, hallmarks 45%, weight 62% |
| 9099 | 50% | 550.0 SEK | identity 45%, material 45%, size 62%, title 67%, hallmarks 45%, weight 62% |
| 15682 | 49% | 500.0 SEK | identity 45%, material 45%, size 62%, title 60%, hallmarks 45%, weight 62% |
| 12026 | 49% | 4322.0 SEK | identity 47%, material 45%, size 62%, title 50%, hallmarks 45%, weight 62% |
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.