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Datasets:
mindchain
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container-status-de

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German
English
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Tags:
logistics
shipping
container
classification
port
terminal
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text
string
label
string
urgency
string
action_required
string
container_id
string
metadata
dict
Container MSCU1234567 beschädigt, Hecktür offen, Ware fehlt
DAMAGED
high
inspect_and_claim
MSCU1234567
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289823+00:00", "dataset": "container-status-classification" }
HHLA9876543: Seitenwand eingedrückt durch Gabelstapler, Glasbruch
DAMAGED
high
inspect_and_claim
HHLA9876543
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289852+00:00", "dataset": "container-status-classification" }
Damen reported damage on CTRG4567890 - roof deformation, cargo exposure
DAMAGED
high
inspect_and_claim
CTRG4567890
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289856+00:00", "dataset": "container-status-classification" }
TCLU9876543 Shows impact damage on front corner, seal intact but door frame bent
DAMAGED
medium
inspect_and_repair
TCLU9876543
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289858+00:00", "dataset": "container-status-classification" }
Refrigerated container MSCU5555555 with forklift puncture on side panel
DAMAGED
high
immediate_inspect
MSCU5555555
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289861+00:00", "dataset": "container-status-classification" }
Container TRGU1111112 verspätet sich, Ankunft ETA Hamburg jetzt 18.01. statt 15.01.
DELAYED
medium
notify_customer
TRGU1111112
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289863+00:00", "dataset": "container-status-classification" }
Vessel delay on voyage CN123: CMA6666666 expected 3 days late
DELAYED
low
update_schedule
CMA6666666
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289865+00:00", "dataset": "container-status-classification" }
Berthth congestion: OOL7777777 discharge delayed by 48 hours
DELAYED
medium
notify_consignee
OOL7777777
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289867+00:00", "dataset": "container-status-classification" }
Weather delay at port of origin: PON8888888 rescheduled to next sailing
DELAYED
medium
update_tracking
PON8888888
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289869+00:00", "dataset": "container-status-classification" }
Striking at port terminal: EMC9999990 delayed indefinitely, awaiting update
DELAYED
high
monitor_and_update
EMC9999990
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289871+00:00", "dataset": "container-status-classification" }
Zollbeschau angeordnet für Container HLCU2222221, Dokumente unvollständig
CUSTOMS_HOLD
high
submit_documents
HLCU2222221
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289875+00:00", "dataset": "container-status-classification" }
Customs hold on MED3333333 - missing certificate of origin
CUSTOMS_HOLD
high
provide_certificate
MED3333333
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289878+00:00", "dataset": "container-status-classification" }
Zoll: Plastikmüll in Container FES4444444 gefunden, Untersuchung läuft
CUSTOMS_HOLD
high
legal_assessment
FES4444444
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289880+00:00", "dataset": "container-status-classification" }
Customs inspection required for SUD5555555 - X-ray anomaly detected
CUSTOMS_HOLD
high
prepare_inspection
SUD5555555
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289884+00:00", "dataset": "container-status-classification" }
Quarantine order: GES6666666 wooden pallets not ISPM 15 compliant
CUSTOMS_HOLD
high
treatment_required
GES6666666
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289886+00:00", "dataset": "container-status-classification" }
Container MSCU7777778 bereit zur Abholung Gate 3
READY_PICKUP
low
await_pickup
MSCU7777778
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289888+00:00", "dataset": "container-status-classification" }
Available for pickup: TRSU8888889 at Block A, Row 12, Tier 4
READY_PICKUP
low
await_pickup
TRSU8888889
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289890+00:00", "dataset": "container-status-classification" }
Released and ready: HLCU9999990 please collect before free storage expires
READY_PICKUP
medium
notify_urgency
HLCU9999990
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289892+00:00", "dataset": "container-status-classification" }
Container OOL0000001 cleared and available at CTA Terminal
READY_PICKUP
low
await_pickup
OOL0000001
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289894+00:00", "dataset": "container-status-classification" }
Free storage expires tomorrow: PON1111112 pickup strongly recommended
READY_PICKUP
high
urgent_pickup
PON1111112
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289896+00:00", "dataset": "container-status-classification" }
Gate-in: Container CMA2222223 eingetroffen 08:15 Uhr
GATE_IN
low
proceed_to_loading
CMA2222223
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289898+00:00", "dataset": "container-status-classification" }
Check-in complete: EMC3333334 received at Gate 2, proceeding to yard
GATE_IN
low
yard_processing
EMC3333334
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289900+00:00", "dataset": "container-status-classification" }
Gate entry logged: MED4444445 at 06:45, documentation verified
GATE_IN
low
proceed_to_yard
MED4444445
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289903+00:00", "dataset": "container-status-classification" }
Trucker drop-off completed: SUD5555556, seal inspection pending
GATE_IN
medium
seal_check
SUD5555556
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289905+00:00", "dataset": "container-status-classification" }
Gate-in with hold notice: GES6666667 requires customs clearance first
GATE_IN
high
customs_first
GES6666667
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289907+00:00", "dataset": "container-status-classification" }
Gate-out: Container MSCU8888890 verlassen Terminal 14:30
GATE_OUT
low
complete
MSCU8888890
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289909+00:00", "dataset": "container-status-classification" }
Released and departed: TRSU9999991 exited Gate 4 at 11:20
GATE_OUT
low
complete
TRSU9999991
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289911+00:00", "dataset": "container-status-classification" }
Container pickup completed: HLCO0000002 left via Gate 1
GATE_OUT
low
complete
HLCO0000002
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289913+00:00", "dataset": "container-status-classification" }
Gate-out confirmed: OOL1111113 with trucker release form signed
GATE_OUT
low
complete
OOL1111113
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289918+00:00", "dataset": "container-status-classification" }
Empty returned: PON2222224 departed via Gate 3
GATE_OUT
low
complete
PON2222224
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289922+00:00", "dataset": "container-status-classification" }
Container CMA3333334 loaded on vessel MSC LEO, Position: Bay 45, Row 04, Tier 86
LOADED
low
departure_notification
CMA3333334
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289935+00:00", "dataset": "container-status-classification" }
Loaded aboard: EMC4444445 on MV COSCO SHIPPING STAR, Deck 3
LOADED
low
track_voyage
EMC4444445
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289937+00:00", "dataset": "container-status-classification" }
Stowage complete: MED5555556 loaded below deck, Tier 22
LOADED
low
await_departure
MED5555556
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289939+00:00", "dataset": "container-status-classification" }
Vessel loading confirmed: SUD6666667 aboard HAMBURG EXPRESS, scheduled 22:00 departure
LOADED
low
departure_monitoring
SUD6666667
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289942+00:00", "dataset": "container-status-classification" }
Loaded with reefers connected: GES7777778 on deck, electrical supply verified
LOADED
low
temp_monitoring
GES7777778
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289944+00:00", "dataset": "container-status-classification" }
Container MSCU9999991 entladen, bereit zur Abholung Block C
DISCHARGED
medium
prepare_for_pickup
MSCU9999991
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289946+00:00", "dataset": "container-status-classification" }
Discharge complete: TRSU0000002 on yard, awaiting customs release
DISCHARGED
medium
await_release
TRSU0000002
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289948+00:00", "dataset": "container-status-classification" }
Discharged from vessel MV COSCO: HLCO1111113 now at Block A Row 8
DISCHARGED
medium
yard_processing
HLCO1111113
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289950+00:00", "dataset": "container-status-classification" }
Unloaded and in yard: OOL2222224, inspection scheduled for tomorrow
DISCHARGED
low
await_inspection
OOL2222224
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289953+00:00", "dataset": "container-status-classification" }
Discharge complete with discrepancy: PON3333335 seal number mismatch recorded
DISCHARGED
high
investigate_seal
PON3333335
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289955+00:00", "dataset": "container-status-classification" }
Siegel fehlt an Container CMA4444445, Verschluss ungesichert
MISSING_SEAL
high
seal_and_inspect
CMA4444445
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289957+00:00", "dataset": "container-status-classification" }
Seal broken on EMC5555556, unauthorized access suspected
MISSING_SEAL
high
security_alert
EMC5555556
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289959+00:00", "dataset": "container-status-classification" }
No seal present on MED6666667 at gate-in, high-risk cargo
MISSING_SEAL
high
immediate_sealing
MED6666667
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289961+00:00", "dataset": "container-status-classification" }
Seal discrepancy: SUD7777778 seal number does not match manifest
MISSING_SEAL
high
verify_seal
SUD7777778
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289963+00:00", "dataset": "container-status-classification" }
Tamper evident seal damaged: GES8888889 container flagged for inspection
MISSING_SEAL
high
full_inspection
GES8888889
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289965+00:00", "dataset": "container-status-classification" }
Gewichtsabweichung Container MSCU0000002: Manifest 12.500kg, Scale 14.200kg
WEIGHT_MISMATCH
medium
reweigh_and_document
MSCU0000002
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289969+00:00", "dataset": "container-status-classification" }
VGM discrepancy detected: TRSU1111113 declared 18.5t, actual 21.3t
WEIGHT_MISMATCH
high
reweigh_required
TRSU1111113
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289971+00:00", "dataset": "container-status-classification" }
Weight check failed: HLCO2222224 exceeds maximum allowed 24t
WEIGHT_MISMATCH
high
offload_required
HLCO2222224
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289974+00:00", "dataset": "container-status-classification" }
Lightweight declaration: OOL3333335 appears heavier than declared
WEIGHT_MISMATCH
medium
verify_weight
OOL3333335
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289976+00:00", "dataset": "container-status-classification" }
Scale malfunction suspected: PON4444446 weight variance between multiple readings
WEIGHT_MISMATCH
medium
scale_verification
PON4444446
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289980+00:00", "dataset": "container-status-classification" }
Tematuralarm Container MSCU5555556: -15°C statt erforderlicher -18°C
TEMP_ALERT
high
check_refrigeration
MSCU5555556
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289982+00:00", "dataset": "container-status-classification" }
Reefer temperature critical: TRSU6666667 reading +5°C, cargo at risk
TEMP_ALERT
critical
immediate_action
TRSU6666667
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289984+00:00", "dataset": "container-status-classification" }
Temp fluctuation detected: HLCO7777778 range exceeded +/-2C limit
TEMP_ALERT
medium
monitor_closely
HLCO7777778
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289986+00:00", "dataset": "container-status-classification" }
Reefer unit failure: OOL8888889 compressor not responding
TEMP_ALERT
critical
emergency_transfer
OOL8888889
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289988+00:00", "dataset": "container-status-classification" }
Power supply issue: PON9999990 reefers disconnected from power
TEMP_ALERT
high
restore_power
PON9999990
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289990+00:00", "dataset": "container-status-classification" }
Bordmittel fehlen für Container CMA6666667, Bill of Lading nicht vorhanden
DOCUMENTS_MISSING
high
request_documents
CMA6666667
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289992+00:00", "dataset": "container-status-classification" }
Missing commercial invoice for EMC7777778, customs cannot process
DOCUMENTS_MISSING
high
submit_invoice
EMC7777778
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289994+00:00", "dataset": "container-status-classification" }
Packing list not provided: MED8888889 contents cannot be verified
DOCUMENTS_MISSING
medium
provide_packing_list
MED8888889
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289997+00:00", "dataset": "container-status-classification" }
Certificate of origin missing: SUD9999990 preferential tariff cannot be applied
DOCUMENTS_MISSING
medium
submit_certificate
SUD9999990
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.289999+00:00", "dataset": "container-status-classification" }
Declaration incomplete: GES0000001 requires signed amendment
DOCUMENTS_MISSING
high
submit_amendment
GES0000001
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290001+00:00", "dataset": "container-status-classification" }
Container MSCU2222228 blockiert Zugriff auf 3 andere Container
BLOCKED
medium
reposition
MSCU2222228
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290003+00:00", "dataset": "container-status-classification" }
Yard obstruction: TRSU3333339 prevents equipment access to Block B
BLOCKED
medium
move_container
TRSU3333339
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290005+00:00", "dataset": "container-status-classification" }
Container stuck: HLCO4444440 crane cannot reach due to surrounding containers
BLOCKED
high
rearrange_stowage
HLCO4444440
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290007+00:00", "dataset": "container-status-classification" }
Chassis failure: OOL5555551 cannot be moved until repaired
BLOCKED
high
repair_chassis
OOL5555551
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290010+00:00", "dataset": "container-status-classification" }
Double stack issue: PON6666662 top container blocking removal
BLOCKED
medium
destack_first
PON6666662
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290012+00:00", "dataset": "container-status-classification" }
Container MSCU3333339 von Zoll freigegeben, Abholung möglich
RELEASED
low
schedule_pickup
MSCU3333339
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290014+00:00", "dataset": "container-status-classification" }
Customs release granted: TRSU4444440 free for pickup
RELEASED
low
available_pickup
TRSU4444440
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290016+00:00", "dataset": "container-status-classification" }
All clear: HLCO5555551 documentation complete, released
RELEASED
low
ready_for_collection
HLCO5555551
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290018+00:00", "dataset": "container-status-classification" }
Quarantine lifted: OOL6666662 now free for delivery
RELEASED
low
schedule_delivery
OOL6666662
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290021+00:00", "dataset": "container-status-classification" }
Released with conditions: PON7777763 requires special handling permit
RELEASED
medium
obtain_permit
PON7777763
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290024+00:00", "dataset": "container-status-classification" }
Inspection required: Container MSCU4444440 reported damage upon discharge
INSPECTION_REQUIRED
high
schedule_inspection
MSCU4444440
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290026+00:00", "dataset": "container-status-classification" }
Survey needed: TRSU5555551 cargo damage claim pending
INSPECTION_REQUIRED
high
arrange_survey
TRSU5555551
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290029+00:00", "dataset": "container-status-classification" }
Quality inspection: HLCO6666662 refrigerated cargo temperature logs requested
INSPECTION_REQUIRED
medium
review_logs
HLCO6666662
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290031+00:00", "dataset": "container-status-classification" }
Customs inspection: OOL7777763 selected for detailed examination
INSPECTION_REQUIRED
high
prepare_for_inspection
OOL7777763
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290033+00:00", "dataset": "container-status-classification" }
Structural inspection: PON8888864 concerns about container integrity
INSPECTION_REQUIRED
medium
structural_assessment
PON8888864
{ "language": "de", "source": "synthetic", "timestamp": "2025-12-29T10:14:59.290035+00:00", "dataset": "container-status-classification" }

Container Status Classification Dataset

Dataset for training container status classification models in port logistics.

Labels (15 categories)

Label Description Urgency
DAMAGED Container damaged, inspection required high
DELAYED Container delayed, schedule change medium
CUSTOMS_HOLD Customs inspection or hold high
READY_PICKUP Available for collection low
GATE_IN Container entered terminal low
GATE_OUT Container left terminal low
LOADED Loaded on vessel low
DISCHARGED Unloaded from vessel medium
MISSING_SEAL Seal missing or broken high
WEIGHT_MISMATCH Weight discrepancy high
TEMP_ALERT Temperature alert for reefers critical
DOCUMENTS_MISSING Missing paperwork high
BLOCKED Container blocking access medium
RELEASED Customs cleared, free to go low
INSPECTION_REQUIRED Survey/inspection needed high

Data Structure 

{
  "text": "Container MSCU1234567 beschädigt",
  "label": "DAMAGED",
  "urgency": "high",
  "action_required": "inspect_and_claim",
  "container_id": "MSCU1234567"
}

Usage 

from datasets import load_dataset

dataset = load_dataset("mindchain/container-status-de")

Intended Models

  • google/t5gemma-2-270m (edge deployment)
  • google/t5gemma-2-1b (serverless)
  • Fine-tuned for text-to-text classification
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Number of rows:
75