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New Weights

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

New Weights has 15 facts recorded in Dontopedia across 3 references, with 4 live disagreements.

15 facts·10 predicates·3 sources·4 in dispute

Mostly:rdf:type(3), computed from(2), contains element(2)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

  • Tuple[2]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e
  • Variable[1]all time · Acc64982 Ba8a 49a2 Ac17 49c0113bcbb4
  • Weight Tuple[3]all time · 7c39567a D596 4c72 Aa0d D70287a5c1e4

Computed Fromin disputecomputedFrom

  • engine1_accuracy[2]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e
  • engine2_accuracy[2]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Contains Elementin disputecontainsElement

  • Weight1[3]sourceall time · 7c39567a D596 4c72 Aa0d D70287a5c1e4
  • Weight2[3]sourceall time · 7c39567a D596 4c72 Aa0d D70287a5c1e4

Depends onin disputedependsOn

  • Accuracy1[3]all time · 7c39567a D596 4c72 Aa0d D70287a5c1e4
  • Accuracy2[3]all time · 7c39567a D596 4c72 Aa0d D70287a5c1e4

Source DescriptionsourceDescription

  • Normally from different source[1]sourceall time · Acc64982 Ba8a 49a2 Ac17 49c0113bcbb4

Assigned ValueassignedValue

  • model.state_dict()[1]sourceall time · Acc64982 Ba8a 49a2 Ac17 49c0113bcbb4

Is Calculated BeforeisCalculatedBefore

Rdfs:labelrdfs:label

  • new_weights[3]all time · 7c39567a D596 4c72 Aa0d D70287a5c1e4

Is TupleisTuple

  • 2_elements[3]sourceall time · 7c39567a D596 4c72 Aa0d D70287a5c1e4

Is Calculated byisCalculatedBy

Inbound mentions (3)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

isCalculatedBeforeIs Calculated Before(2)

dependsOnDepends on(1)

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.

assignedValuebeam/acc64982-ba8a-49a2-ac17-49c0113bcbb4
model.state_dict()
computedFrombeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e
engine1_accuracy
computedFrombeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e
engine2_accuracy
containsElementbeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
ex:weight1
containsElementbeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
ex:weight2
dependsOnbeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
ex:accuracy1
dependsOnbeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
ex:accuracy2
isCalculatedBeforebeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
ex:ensemble_scores_recompute
isCalculatedBybeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
ex:accuracy_ratio_division
isTuplebeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
2_elements
labelbeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
new_weights
typebeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e
ex:Tuple
typebeam/acc64982-ba8a-49a2-ac17-49c0113bcbb4
ex:Variable
typebeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
ex:WeightTuple
sourceDescriptionbeam/acc64982-ba8a-49a2-ac17-49c0113bcbb4
Normally from different source

References (3)

3 references
  1. [1]beam-chunk3 facts
    customctx:claims/beam/acc64982-ba8a-49a2-ac17-49c0113bcbb4
    • full textbeam-chunk
      text/plain1 KBdoc:beam/acc64982-ba8a-49a2-ac17-49c0113bcbb4
      Show excerpt
      """ Log rollback failure details. """ timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S') logging.error(f"{timestamp} - Rollback failure for update {update_id} of model {model_name}: {error_message}") def perform_update(mo
  2. customctx:claims/beam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e
  3. [3]beam-chunk9 facts
    customctx:claims/beam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
    • full textbeam-chunk
      text/plain1 KBdoc:beam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
      Show excerpt
      # Calculate accuracy for each engine accuracy1 = np.mean(np.argmax(scores1, axis=1) == true_labels) accuracy2 = np.mean(np.argmax(scores2, axis=1) == true_labels) # Update weights based on accuracy new_weights = (ac

See also

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