Dontopedia

UGT

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

UGT has 19 facts recorded in Dontopedia across 2 references, with 2 live disagreements.

19 facts·12 predicates·2 sources·2 in dispute

Mostly:has component(5), has feature(3), rdf:type(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (2)

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.

hasModelHas Model(1)

referencesEntityReferences Entity(1)

Other facts (18)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

18 facts
PredicateValueRef
Has ComponentOmega[1]
Has ComponentGamma[1]
Has ComponentHelmholtz[1]
Has ComponentTwt[1]
Has ComponentTwo Sequence[1]
Has FeatureLearnable Per Byte Embedding[1]
Has FeatureFrequency Based Cache[1]
Has FeatureHelmholtz Fibers[1]
Rdf:typeModel[1]
Has Algebraic StructureCl 3 0 Swarm[1]
Driven byLearned Quaternion Kick[1]
Uses Loss FunctionSoftmax Cross Entropy[1]
Has Bpb Target~2.5[1]
Retains PropertyCl 3 0 Algebraic Richness[1]
Has Verified Jacobian Count17[1]
Uses BpttAnalytical Bptt[1]
Described Asuniversal gelation transformer[1]
:rdf:typeProject[2]

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.

typeblah/watt-activation/493
ex:Model
labelblah/watt-activation/493
UGT
hasAlgebraicStructureblah/watt-activation/493
ex:Cl-3-0-swarm
hasComponentblah/watt-activation/493
ex:Omega
hasComponentblah/watt-activation/493
ex:Gamma
hasComponentblah/watt-activation/493
ex:Helmholtz
hasComponentblah/watt-activation/493
ex:TWT
hasComponentblah/watt-activation/493
ex:two-sequence
drivenByblah/watt-activation/493
ex:learned-quaternion-kick
usesLossFunctionblah/watt-activation/493
ex:softmax-cross-entropy
hasFeatureblah/watt-activation/493
ex:learnable-per-byte-embedding
hasFeatureblah/watt-activation/493
ex:frequency-based-cache
hasFeatureblah/watt-activation/493
ex:Helmholtz-fibers
hasBPBTargetblah/watt-activation/493
~2.5
retainsPropertyblah/watt-activation/493
ex:Cl-3-0-algebraic-richness
hasVerifiedJacobianCountblah/watt-activation/493
17
usesBPTTblah/watt-activation/493
ex:analytical-BPTT
describedAsblah/watt-activation/493
universal gelation transformer
rdf:typeblah/watt-activation/500
ex:Project

References (2)

2 references
  1. [1]49318 facts
    ctx:discord/blah/watt-activation/493
    • full textwatt-activation-493
      text/plain3 KBdoc:agent/watt-activation-493/6474530b-0f83-44b6-81bc-b47ba11580df
      Show excerpt
      [2026-03-22 10:04] xenonfun: ## 📚 Bottom line for your notebook * **KickModel** – keep the **Fibonacci S² → quaternion** kick; it’s already optimal. * **UGT** – keep the **full Cl(3,0) swarm** (Ω, γ, Helmholtz, TWT, two‑sequence) but *
  2. [2]5001 fact
    ctx:discord/blah/watt-activation/500
    • full textwatt-activation-500
      text/plain3 KBdoc:agent/watt-activation-500/abfa0a8a-2310-4c13-88a1-8d09e2b08501
      Show excerpt
      [2026-03-22 18:23] xenonfun: thankfully it seems <@806444151422976035> has prevented recusion from you talking to yourself. [2026-03-22 18:24] xenonfun: Working. The scalar oscillates (7.5 → 7.3), vector decays, bivector grows — the oscilla

See also

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