Pipeline Health

Real-time classification and enrichment health across all incoming feed items.

Category Classification Health

Real-time breakdown of how incoming feed items are being categorized by the pipeline.

Healthy

76%

Classification precision

Target: ≥ 75%

Total Items

1,000

in pipeline (last 1,000)

Categorized

759

correctly classified

Uncategorized

241

marked as "other"

Category Distribution

Exhibitions
30.1%301
Other / Uncategorized ⚠️
24.1%241
Venues
9.2%92
Artists
9.1%91
Biennials
8.9%89
Art Fairs
7.4%74
Guides
3.4%34
Newsletters
3.1%31
news
2.0%20
Collections
1.6%16
Premium Briefings
0.6%6
museum_news
0.3%3
galleries
0.1%1
Cities
0.1%1

Enrichment Status

enriched
58.3%583
pending
41.7%417
failed
0.0%0

Top Sources by Volume

Artsy Editorial
68
Elephant Magazine
55
La Biennale di Venezia
50
Hyperallergic
49
The Guardian Art & Design
34
ArtReview
33
The Art Newspaper
25
Art Daily
24

Recently Uncategorized Items (sample)

These items were classified as "other" — review enrichment prompts or source quality.

Rare Jan van Huysum Pendant Paintings Head to Christie’s for $10.7 M.

ARTnews — Christie's tag · enriched

rel: 85

Following a Record-Setting Season, Bonhams Presents its November 20th and 21st Century Art Evening Sale at New U.S. Flagship

Bonhams — Press Releases · enriched

rel: 85

BONHAMS FINE JEWELLERY SALE IN PARIS SEES EXCEPTIONAL RESULTS FOR COLOURFUL GEMSTONES AND SIGNED JEWELS

Bonhams — Press Releases · enriched

rel: 65

HOCKNEY, WARHOL AND BANKSY LEAD BONHAMS PARIS LIMITED EDITIONS SALE TO €1.06 MILLION

Bonhams — Press Releases · enriched

rel: 85

BONHAMS HONG KONG ASIAN ART SALES TOTAL HK$162 MILLION

Bonhams — Press Releases · enriched

rel: 85

$25 Million Collection of Brancusis to Lead Bonhams 20th and 21st Century Art Week: Five fresh-to-market bronzes by Constantin Brancusi will be offered in a single-owner sale at Bonhams new U.S. flagship this November

Bonhams — Press Releases · enriched

rel: 95

BONHAMS HONG KONG EXCEPTIONAL JEWELS SALE CELEBRATES THE BEAUTY OF COLOURED GEMSTONES

Bonhams — Press Releases · pending

rel: 50

HISTORICALLY IMPORTANT AND UNIQUE WATCH MADE FOR KING JAMES VI OF SCOTLAND, JAMES I OF ENGLAND BY DAVID RAMSAY LEADS BONHAMS DECEMBER SALE

Bonhams — Press Releases · pending

rel: 50

RARE JANE BIRKIN HANDWRITTEN AND SIGNED HERMÈS BIRKIN LEADS BONHAMS PARIS HANDBAGS & FASHION SALE

Bonhams — Press Releases · pending

rel: 50

GENEVA PREVIEW OF TWO F.P. JOURNE MASTERPIECES AHEAD OF BONHAMS PARIS FINE WATCHES SALE

Bonhams — Press Releases · pending

rel: 50

Last refreshed: 10:18:28 AM