Acquisition position
Current all in cost
6000.0 SEK
Current bid or estimate3000.0 SEK
Modelled discount0.0%
Liquidity score70%
Gaby Fling · Photography · Ekenbergs Auktioner
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Mått med ram ca 48,5x63,5 cm. Bildmått ca 25,5x36,5 cm.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 43% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 42% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 36% · Marks 25% · Material 40%
24% combined confidenceVisual 0% · Name 35% · Marks 25% · Material 40%
24% combined confidenceVisual 0% · Name 34% · Marks 25% · Material 40%
24% combined confidenceVisual 0% · Name 33% · 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
Antoine Francois Dennel (French, 1741-1806) after Pierre Alexandre Wille (French 1748-1821/1837)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoProbably Holland
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoHenri de Toulouse-Lautrec (French, 1864-1901) published by Gustave Pellet (French, 1859-1919) probably printed by Auguste Clot (French, 1858-1936)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoHonoré Victorin Daumier French, 1808-1879
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoChristina Ramberg American, 1946–1995
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoMary Reynolds (American, 1891-1950) Written by Alfred Jarry (French, 1873-1907)
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 9124 | 51% | 2400.0 SEK | identity 57%, material 45%, size 62%, title 38%, 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.