classification

Classification

Classification dashboard

Listing → observed item → resolver

Recent classifier output, LLM traces, observed specs, and resolver review work.

LLM workbenchCatalogue items
Listings
40,611

7,809 classified

Observed specs
53,423

7,809 listings with specs

Resolver candidates
24,056

24,056 matched node/asset

Pending proposals
18,889

Need review before truth changes

Product graph
3,841

3,869 asset links

Catalogue items
3,869

Curated catalogue reference items

Recent classification requests

Live and historical classify requests, including listing-page actions before they become stored runs.

LLM workbench
ListingBackendStatusStageErrorUpdated
Asus tuf b650-plus5ff5dff3-d133-4995-8155-1ed21001c6ac
heuristicnew listing
pending
initial
—
3 oct., 22:34
Servizio Assemblaggio PC Gaming e Lavoro5ed1d75d-7ee0-4604-8bf1-d8d170d9303b
heuristicnew listing
pending
initial
—
3 oct., 22:34
RX 580 8 Go Sapphire Pulseefa5964b-e462-41a7-8ac3-5c21e7f29801
heuristicnew listing
completedtry 1
initial
—
3 oct., 22:31
 RX 580 4GB / 8 GB BootScreen Apple pour Mac Pro 4.1 / 5.1 Metal Mojave + OCLP587e909b-67ae-4cf5-9669-6407dafc4e9f
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
Acer Predator Hélios 300 series 17 (N-17C3) pour pièces4ca4e3e0-a7ab-4cf4-b32e-286186ce59c4
heuristicsemantic change
completedtry 1
reclassify
—
3 oct., 22:31
Lenovo Legion 5 15ACH6H Pour Pièces 42c6fd9d-116a-47f3-9c44-981dc746c62e
heuristicsemantic change
completedtry 1
reclassify
—
3 oct., 22:31
VENTIRAD NOCTUA NH-U12S SE-AM47bf2d0a0-e937-479b-b499-340dd9e23b8f
heuristicsemantic change
completedtry 1
reclassify
—
3 oct., 22:31
Carte Mère GIGABYTE A520M K V2 - Performances Élevées avec 8 Canaux Audio314ce125-c48a-4f0a-9c49-c1196b89ff60
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
Apple iPad 8 32 Go Wifi 2020 Gris Sidéral (Series A12) État EXCELLENTda8f1954-f761-4263-96aa-05cbdc131a72
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
ipad 8ème génération 2020 4bd27f1d-7681-4a1e-bc62-cc91e3282bb4
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
Lot 2 Apple iPad 10.2" (2019) – 32 Go WiFi – Excellent état – iPad 7ᵉ génération05794d4e-5d10-4c50-9d67-0ed38f525ecf
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
ipad 5th gen 32go 9,7" Space gray tres très bon état peu servia0fa6b48-63b0-44c4-8bf1-a3d1bc88cc4b
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
Apple iPad 9e Gén. 64 Go, Wi-Fi, 10,2" - Gris sidéral7a249b93-98e8-412a-b478-557b4fc56fc3
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
iPad Air 16 Goaf44b45d-7f39-40c7-957d-6d75ede4da0f
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
LCD DISPLAY FOR IPAD 6 / IPAD 7 / IPAD 8 / IPAD 9 / IPAD 10 AVEC OUTILS ! 🇫🇷94a58a0e-7585-4fd5-b704-13d45f92b325
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
Carte mère iPad Air 4 (A2316) 64Go /4Go RAM Avec Touch ID Noir débloquée Origineac6077af-08a2-4766-a65e-1f249b2317f7
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
Apple iPad 9e Gén. 64 Go, Wi-Fi, 10,2" - Gris sidéral01414381-1704-463e-afe4-4e713b51891c
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
APPLE iPad 7e Génération (2019) Wi-Fi 32 Go Gris Sidéral - Excellent Etat44adb439-c64d-486f-8875-3e8800f29167
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
iPad 6 9.7'' 32Go - Argent - WiFi tres bon etatd71e859e-942a-450e-bc80-1bd0cfe5a0d5
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31
iPad 7 10.2" 32Go - Gris WiFi9401011e-63f0-4a56-8f0b-bfdbb23ffd63
heuristicsemantic change
review neededtry 1
reclassify
low_confidence_or_ambiguous
3 oct., 22:31

Recent classification runs

Every classifier writes append-only runs. LLM runs link to the trace inspector.

All runs
ListingClassifierResultTraceCreated
RX 580 8 Go Sapphire Pulse706de397-6676-4c87-85ae-f051c7470ccb
heuristic4
gpusingle part90%
No LLM trace3 oct., 22:31
 RX 580 4GB / 8 GB BootScreen Apple pour Mac Pro 4.1 / 5.1 Metal Mojave + OCLPf7e852d5-0cac-4c5a-b98e-0d7e930c8701
heuristic4
monitorsingle part0%review
No LLM trace3 oct., 22:31
Acer Predator Hélios 300 series 17 (N-17C3) pour piècesc5f9e263-040b-499c-95b6-679b7e75caf2
heuristic4
unknownbroken or for parts70%
No LLM trace3 oct., 22:31
Lenovo Legion 5 15ACH6H Pour Pièces b4db1300-b003-42de-a0ef-b358d074d045
heuristic4
gpubroken or for parts70%
No LLM trace3 oct., 22:31
VENTIRAD NOCTUA NH-U12S SE-AM4a88fa5f6-ad27-456d-8cd9-8c62d8c2e1b6
heuristic4
accessoryaccessory only70%
No LLM trace3 oct., 22:31
Carte Mère GIGABYTE A520M K V2 - Performances Élevées avec 8 Canaux Audio017d9d96-04d0-4879-a698-823a84c5f209
heuristic4
motherboardsingle part0%review
No LLM trace3 oct., 22:31
Apple iPad 8 32 Go Wifi 2020 Gris Sidéral (Series A12) État EXCELLENT40ccdb06-9cae-4971-b855-734924266cd3
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
ipad 8ème génération 2020 259dfec8-2965-4712-8465-e0516f2eba87
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
Lot 2 Apple iPad 10.2" (2019) – 32 Go WiFi – Excellent état – iPad 7ᵉ générationa99028bc-d260-402c-bf28-336c16c135ff
heuristic4
tabletbundle70%review
No LLM trace3 oct., 22:31
ipad 5th gen 32go 9,7" Space gray tres très bon état peu servi2cd1032e-a936-47f5-890e-2a1de6f6878f
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
Apple iPad 9e Gén. 64 Go, Wi-Fi, 10,2" - Gris sidéral285a2081-90fd-4727-8f21-4db47e338226
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
iPad Air 16 Go52767d30-2404-4a58-8879-a4911656d1f3
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
LCD DISPLAY FOR IPAD 6 / IPAD 7 / IPAD 8 / IPAD 9 / IPAD 10 AVEC OUTILS ! 🇫🇷ab495e2d-3290-4351-84c4-f4e240ee50cf
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
Carte mère iPad Air 4 (A2316) 64Go /4Go RAM Avec Touch ID Noir débloquée Origine43703a0e-4d21-44e2-83e3-c008d83e4c54
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
Apple iPad 9e Gén. 64 Go, Wi-Fi, 10,2" - Gris sidéral17d05e81-897f-49e2-831a-d2255bb60c2d
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
APPLE iPad 7e Génération (2019) Wi-Fi 32 Go Gris Sidéral - Excellent Etata02461d8-66e8-42e4-9992-61a32d700201
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
iPad 6 9.7'' 32Go - Argent - WiFi tres bon etat81f6d636-90f6-49b6-8258-78eace95f4bc
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:31
iPad 7 10.2" 32Go - Gris WiFi5f6d1619-4779-404e-932f-2bb549956e3f
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:30
Apple iPad 9 2021 10,2 pouces 64 Go gris sidéral original 100 %836266d5-23ba-422e-819e-c665555b326c
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:30
Ipad mini 4e096d451-c455-40de-b54b-80ea5f6d4f5f
heuristic4
tabletsingle part0%review
No LLM trace3 oct., 22:30

Recent observed items

The classifier's current answer to: what does this listing appear to be?

All runs
ListingObserved itemClassificationLinkConfidence
RX 580 8 Go Sapphire Pulseebay · 3 oct., 22:31
Radeon RX 580Aliases: RX 580 8 Go Sapphire Pulse
gpusingle part
Radeon RX 58090%
 RX 580 4GB / 8 GB BootScreen Apple pour Mac Pro 4.1 / 5.1 Metal Mojave + OCLPebay · 3 oct., 22:31
RX 580 4GB GBAliases:  RX 580 4GB / 8 GB BootScreen Apple pour Mac Pro 4.1 / 5.1 Metal Mojave + OCLP
monitorsingle partreview
No durable link0%
Lenovo Legion 5 15ACH6H Pour Pièces ebay · 3 oct., 22:31
IONAliases: Lenovo Legion 5 15ACH6H Pour Pièces
gpubroken or for parts
ION70%
VENTIRAD NOCTUA NH-U12S SE-AM4ebay · 3 oct., 22:31
VENTIRAD NOCTUA NH-U12S SE-AM4Aliases: VENTIRAD NOCTUA NH-U12S SE-AM4
accessoryaccessory only
No durable link70%
Carte Mère GIGABYTE A520M K V2 - Performances Élevées avec 8 Canaux Audioebay · 3 oct., 22:31
Carte Mère GIGABYTE A520MAliases: Carte Mère GIGABYTE A520M K V2 - Performances Élevées avec 8 Canaux Audio
motherboardsingle partreview
No durable link0%
Apple iPad 8 32 Go Wifi 2020 Gris Sidéral (Series A12) État EXCELLENTebay · 3 oct., 22:31
Apple iPad 32 GoAliases: Apple iPad 8 32 Go Wifi 2020 Gris Sidéral (Series A12) État EXCELLENT
tabletsingle partreview
No durable link0%
ipad 8ème génération 2020 ebay · 3 oct., 22:31
ipad 8ème génération 2020Aliases: ipad 8ème génération 2020
tabletsingle partreview
No durable link0%
Lot 2 Apple iPad 10.2" (2019) – 32 Go WiFi – Excellent état – iPad 7ᵉ générationebay · 3 oct., 22:31
Lot Apple iPad 10.2"Aliases: Lot 2 Apple iPad 10.2" (2019) – 32 Go WiFi – Excellent état – iPad 7ᵉ génération
tabletbundlereview
No durable link70%
ipad 5th gen 32go 9,7" Space gray tres très bon état peu serviebay · 3 oct., 22:31
ipad 5th gen 32goAliases: ipad 5th gen 32go 9,7" Space gray tres très bon état peu servi
tabletsingle partreview
No durable link0%
Apple iPad 9e Gén. 64 Go, Wi-Fi, 10,2" - Gris sidéralebay · 3 oct., 22:31
Apple iPad 9e Gén.Aliases: Apple iPad 9e Gén. 64 Go, Wi-Fi, 10,2" - Gris sidéral
tabletsingle partreview
No durable link0%
iPad Air 16 Goebay · 3 oct., 22:31
iPad Air 16 GoAliases: iPad Air 16 Go
tabletsingle partreview
No durable link0%
LCD DISPLAY FOR IPAD 6 / IPAD 7 / IPAD 8 / IPAD 9 / IPAD 10 AVEC OUTILS ! 🇫🇷ebay · 3 oct., 22:31
LCD DISPLAY IPAD IPADAliases: LCD DISPLAY FOR IPAD 6 / IPAD 7 / IPAD 8 / IPAD 9 / IPAD 10 AVEC OUTILS ! 🇫🇷
tabletsingle partreview
No durable link0%
Observed spec keys
Most common evidence fields extracted from listings.
observed name13,583
condition label13,581
brand11,607
storage capacity3,399
memory type2,450
memory size1,479
screen size1,408
speed1,238
form factor1,218
model1,006
Product graph nodes
Current identity hierarchy coverage.
model3,831
brand8
category2

Resolver candidates

Possible links found from observed specs to graph nodes or catalogue assets.

Observed specCandidateTypeConfidence
blackcolor
GeForce GTX TITAN BLACKcontains node80%
blackcolor
RTX PRO 2000 Blackwellcontains node80%
blackcolor
RTX PRO 4000 Blackwellcontains node80%
blackcolor
RTX PRO 4000 Blackwell SFFcontains node80%
blackcolor
RTX PRO 4500 Blackwellcontains node80%
blackcolor
GeForce GTX TITAN BLACKcontains node80%
blackcolor
RTX PRO 2000 Blackwellcontains node80%
blackcolor
RTX PRO 4000 Blackwellcontains node80%
blackcolor
RTX PRO 4000 Blackwell SFFcontains node80%
blackcolor
RTX PRO 4500 Blackwellcontains node80%

Review proposals

Suggestions waiting for review before they can change the graph/catalogue.

ProposalListingStatusConfidence
Amazonnew brand
Support écran PCpending review95%
Applenew brand
iPad 9.Generation (2021) 64GB inkl. Apple Pencilpending review95%
Applenew brand
iPad 9ª Generazione 64GB - Nero (Space Grey) | Come Nuovo!pending review95%
Applenew brand
Apple iPADpending review95%
Applenew brand
Ipad 9. Generation inkl. Apple Pencilpending review95%
iPad 9.7 (2018)new model
Ipad 9. Generation inkl. Apple Pencilpending review95%
Lenovonew brand
Lenovo IdeaPad 1 notebookpending review95%
IdeaPad 1new model
Lenovo IdeaPad 1 notebookpending review95%
Samsungnew brand
Lot de deux disque Ssd SATA6 de 256 Gopending review95%
Crucialnew brand
Crucial 500 Go – SSD M.2 SATApending review95%
Queue status
Work still waiting in the classification pipeline.
review needed9,798
completed3,784
pending2
Proposal status
Review queue for graph/catalogue changes.
pending review18,889
Useful pages
Focused views for classifier inspection and catalogue reference data.
Browse catalogue itemsBrowse classification runs