Acquisition position
Lars Norrman · Prints and works on paper · Höörs Auktionshall
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Bildmått 39x65 cm Rammått 62x82 cm inglasad 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 44% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 43% · Marks 25% · Material 40%
26% combined confidenceVisual 0% · Name 41% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 39% · Marks 25% · Material 40%
25% combined confidenceVisual 0% · Name 38% · 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 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
Andy Warhol American, 1928–1987
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoAndy Warhol American, 1928–1987
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoLars Müller (Norwegian, born 1955) Integral Lars Müller (Norwegian, founded 1996) Published by Harvard Graduate School of Design
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoLars Kinsarvik Norwegian, 1846-1925
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoIrma Boom (Dutch, born 1960) Edited by Mohsen Mostafavi Published by Lars Müller Publishers
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoIrma Boom (Dutch, born 1960) Edited by Mohsen Mostafavi Published by Lars Müller Publishers
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoLars Müller (Norwegian, born 1955), Designer Integral Lars Müller (Norwegian, founded 1996) Harvard Graduate School of Design, Publisher
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoWalter Shirlaw (American, 1838–1909)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoGérard Edelinck (French, born Flanders, 1640-1707) after Hyacinthe Rigaud (French, 1659-1743)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoJean-Baptiste-Camille Corot (French, 1796-1875) printed by Auguste Delâtre (French, 1822-1907) published by Cadart et Chavalier, Editeurs (French, 1801-1900)
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoLawrence Carmichael Earle American, 1845-1921
0% similarityCheck object rights; API metadata is openArt Institute of ChicagoGeorges Seurat (French, 1859–1891)
0% similarityCheck object rights; API metadata is openComparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 1597 | 70% | 600.0 SEK | identity 100%, material 45%, size 62%, title 94%, edition 45% |
| 9201 | 69% | 300.0 SEK | identity 100%, material 45%, size 62%, title 82%, edition 45% |
| 5239 | 68% | 500.0 SEK | identity 100%, material 45%, size 62%, title 74%, edition 45% |
| 712 | 57% | 556.0 SEK | identity 77%, material 45%, size 62%, title 47%, edition 45% |
| 1031 | 55% | 300.0 SEK | identity 61%, material 45%, size 62%, title 69%, edition 45% |
| 307 | 54% | 1200.0 SEK | identity 56%, material 45%, size 62%, title 75%, edition 45% |
| 6394 | 53% | 3000.0 SEK | identity 64%, material 45%, size 62%, title 51%, edition 45% |
| 5944 | 53% | 5500.0 SEK | identity 64%, material 45%, size 62%, title 50%, 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.