Dontopedia
Explore

Training and Evaluation Dataset

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)

Training and Evaluation Dataset has 3 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.

3 facts·2 predicates·1 sources·1 in dispute
Maturity scale raw canonical shape-checked rule-derived certified

Is Shared byin disputeisSharedBy

Rdf:typerdf:type

  • Dataset[1]sourceall time · 018e6829 A4ce 4a26 9be8 6d8ad3231779

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

3 undated
—
isSharedBybeam/018e6829-a4ce-4a26-9be8-6d8ad3231779
ex:eval-dataset
—
isSharedBybeam/018e6829-a4ce-4a26-9be8-6d8ad3231779
ex:train-dataset
—
typebeam/018e6829-a4ce-4a26-9be8-6d8ad3231779
ex:Dataset

References (1)

1 references
  1. [1]beam-chunk3 facts
    customctx:claims/beam/018e6829-a4ce-4a26-9be8-6d8ad3231779
    • full textbeam-chunk
      text/plain1 KBdoc:beam/018e6829-a4ce-4a26-9be8-6d8ad3231779
      Show excerpt
      # Define training arguments training_args = TrainingArguments( output_dir='./results', num_train_epochs=3, per_device_train_batch_size=16, per_device_eval_batch_size=16, warmup_steps=500, weight_decay=0.01, loggi…

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

↑