Acquisition position
Ett Par Bordslampor · Art glass · Björnssons Auktionskammare
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Bemålat glas. Höjd: ca 80cm.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 34% · Marks 25% · Material 40%
24% combined confidenceVisual 0% · Name 34% · Marks 25% · Material 0%
19% combined confidenceVisual 0% · Name 33% · Marks 25% · Material 0%
19% combined confidenceVisual 0% · Name 32% · Marks 25% · Material 0%
19% combined confidenceVisual 0% · Name 31% · Marks 25% · Material 0%
18% combined confidenceVisual 0% · Name 28% · Marks 25% · Material 0%
18% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
Johannes Vermeer
0% similarityCC0 when isPublicDomain is trueThe Met Open AccessFrançois Denis Née
0% similarityCC0 when isPublicDomain is trueArt Institute of ChicagoManufactured by Favre-Petitpierre et Cie. (French, 1802-1818) France, Nantes
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean Louis Forain French, 1852-1931
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Eugène-Auguste Atget French, 1857–1927
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoHonoré Victorin Daumier French, 1808-1879
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 20681 | 51% | 1200.0 SEK | identity 45%, material 45%, size 62%, title 100%, factory marks 45% |
| 14229 | 51% | 1000.0 SEK | identity 45%, material 45%, size 62%, title 100%, factory marks 45% |
| 14418 | 51% | 350.0 SEK | identity 45%, material 45%, size 62%, title 100%, factory marks 45% |
| 159 | 51% | 507.0 SEK | identity 45%, material 45%, size 62%, title 100%, factory marks 45% |
| 9138 | 51% | 500.0 SEK | identity 45%, material 45%, size 62%, title 100%, factory marks 45% |
| 11455 | 49% | 700.0 SEK | identity 40%, material 45%, size 62%, title 100%, factory marks 45% |
| 14197 | 49% | 650.0 SEK | identity 45%, material 45%, size 62%, title 73%, factory marks 45% |
| 10015 | 48% | 1143.0 SEK | identity 40%, material 45%, size 62%, title 88%, 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.