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BERTIL FRIDHAGEN. Bokylla, teak, Bodafors, 1963.

Bertil Fridhagen · Furniture and design · Stadsauktion Sundsvall

Open auction lot
27
low priority

Acquisition position

Current all in cost

1299.18 SEK
Current bid or estimate800.0 SEK
Modelled discount13.4%
Liquidity score86%

Potential market value

Specialist value interval

450 to 3814 SEK
Value confidence69%
Comparable sales30

Evidence strength

40%
Identity confidence36%
Visual match0%
External references12

Market anomaly

11%
Information gap67%
Potential undervaluation13.4%

Risk profile

13%
Authenticity risk13%
Condition risk6%

Investigation rationale

Why this may be worth considering

  • maker or artist identity supplied
  • Large gap to recent market history

Decision guardrails

What must be verified

  • category trap check: later licensed production
  • missing manufacturer
  • missing model
  • missing materials
  • missing dimensions

Visual laboratory

Add and compare research imagery

Object record

Known facts and missing information

ArtistBertil Fridhagen
MakerMissing
MediumMissing
MaterialsMissing
Dimensions? × ? × ? cm
WeightMissing g
YearMissing
EditionMissing
MarksMissing
ConditionBruks- och åldersrelaterat slitage.
ProvenanceMissing
Modelfurniture_design_specialist 2.0.0

Tvådelad. Skåp med skjutdörrar, över del med hyllplan. Längd 80, 40, höjd 162 cm.

Identity resolution

Artist and maker hypotheses

Ranked from independent evidence. Confirmation or rejection becomes controlled training data.

9 candidates
1 independent sources

Jacques Gaston Duchamp Villon French, 1875-1963

Visual 0% · Name 86% · Marks 25% · Material 40%

33% combined confidence
1 independent sources

Georges Braque French, 1882–1963

Visual 0% · Name 86% · Marks 25% · Material 40%

33% combined confidence
1 independent sources

Suzanne Duchamp French, 1889–1963

Visual 0% · Name 86% · Marks 25% · Material 40%

33% combined confidence
1 independent sources

Kay Sage (American, 1898–1963)

Visual 0% · Name 86% · Marks 25% · Material 40%

33% combined confidence
1 independent sources

Robert Earl Wilson American, 1936-2006

Visual 0% · Name 48% · Marks 25% · Material 40%

26% combined confidence
1 independent sources

Enrico Sarsini Italian, born 1938

Visual 0% · Name 42% · Marks 25% · Material 40%

26% combined confidence
1 independent sources

Andy Warhol American, 1928–1987

Visual 0% · Name 41% · Marks 25% · Material 40%

25% combined confidence
1 independent sources

French (possibly Paris or Brittany)

Visual 0% · Name 39% · Marks 25% · Material 40%

25% combined confidence
1 independent sources

Arthur Thrall American, 1926-2015

Visual 0% · Name 37% · Marks 25% · Material 40%

25% combined confidence

Closed deal feedback

Teach the valuation model

Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.

Learning guardrail

Truth before training

  • Unverified AI output is stored as a hypothesis only.
  • One-source matches are confidence capped.
  • Rejected matches improve source and feature calibration.
  • At least five verified closed sales are required per category.

Global research evidence

Reference material found elsewhere

12 references
Art Institute of Chicago

The Visitation, from a Book of Hours

French (possibly Paris or Brittany)

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Globes

Jacques Gaston Duchamp Villon French, 1875-1963

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Little Harbor in Normandy

Georges Braque French, 1882–1963

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Landscape at L'Estaque

Georges Braque French, 1882–1963

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Broken and Restored Multiplication

Suzanne Duchamp French, 1889–1963

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

In the Third Sleep

Kay Sage (American, 1898–1963)

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Untitled

Enrico Sarsini Italian, born 1938

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Antwerp

Georges Braque French, 1882–1963

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

The Dunes, Indiana

Robert Earl Wilson American, 1936-2006

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Liz #3 [Early Colored Liz]

Andy Warhol American, 1928–1987

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Invitation

Arthur Thrall American, 1926-2015

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Still Life with Fruits and Stringed Instrument

Georges Braque French, 1882–1963

0% similarityCheck object rights; API metadata is open

Comparable logic

Specialist model explanation

Comparable IDMatchPriceReasons
105868%6000.0 SEKidentity 100%, material 45%, size 62%, title 74%, manufacturer labels 45%
677267%6555.0 SEKidentity 100%, material 45%, size 62%, title 54%, manufacturer labels 45%
765849%4855.0 SEKidentity 45%, material 45%, size 62%, title 74%, manufacturer labels 45%
708549%1030.0 SEKidentity 50%, material 45%, size 62%, title 40%, manufacturer labels 45%
1443348%300.0 SEKidentity 46%, material 45%, size 62%, title 49%, manufacturer labels 45%
491148%450.0 SEKidentity 49%, material 45%, size 62%, title 39%, manufacturer labels 45%
1029048%1700.0 SEKidentity 45%, material 45%, size 62%, title 53%, manufacturer labels 45%
1395748%2808.0 SEKidentity 45%, material 45%, size 62%, title 50%, manufacturer labels 45%

Automatic signature module

Every artwork image is checked for signatures and marks

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.

Candidate regions0
Signature regions0
AI enrichmentLocal only
PipelineNot run

No automatic mark result yet

The module runs during normal analysis when a local image is available.

Marks laboratory

Isolate and identify signatures, hallmarks and maker marks

110 independent methods generate cleanup variants, stroke and symbol descriptors, library matches, trust controls and conflict warnings.

Open mark library

Match an unknown mark

Upload the tightest available crop. Include a little surrounding surface so the system can separate paint, engraving, glare and background.

Add a known reference

Signature forensics

Check consistency with known genuine variation

This does not declare a signature genuine. It measures fit against a multi-source reference set, confusing signers and natural variation.

No forensic check yet

Run mark matching first, then compare the questioned signature against a sufficiently broad trusted reference set.

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