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DefinitionDefinition: AI-adaptedProof: Not applicablePipeline-generatedverified 2026-10-15 (gpt-6-luna, gpt-6.1-sol, and delegated Codex review/repair agents; see completed run evidence)
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The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
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  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

Finite quartic graph and superficial scaling conventions

Definition

Let D∈Z≥1 be the number of Euclidean momentum coordinates. Use the finite undirected multigraph convention of Degree in a multigraph, indegree and outdegree in a digraph, and their underlying connectivity: loops are allowed, distinct edges with the same endpoints are parallel, and connectedness here means that the underlying simple graph obtained by deleting loops and identifying each parallel class is connected.

A finite quartic graph is data Γ=(V,Eint,η,Hext,(Sv)v∈V,a) with the following properties. The vertex set V is finite and nonempty, the internal-edge set Eint and external-half-edge set Hext are finite, and η:Eint×{0,1}→V assigns the two (unoriented, but separately labelled) ends of each internal edge to vertices. Its endpoint set is {η(e,0),η(e,1)}, a singleton for a loop; distinct elements of Eint with the same unordered endpoints remain distinct parallel edges. The internal multigraph (V,Eint,η) is connected in the sense just specified.

For every v∈V, the incidence-slot set Sv has exactly four elements. Set S:=⨆v∈V({v}×Sv). The attachment map

a:(Eint×{0,1})⊔Hext⟶S

is a bijection, and for each internal end (e,j) its slot has vertex coordinate η(e,j). Thus the two ends of a loop occupy distinct slots. Each external half-edge h∈Hext is attached by a(h) to exactly one vertex slot and has no second endpoint. In particular, each vertex has exactly four slots and every slot is used exactly once by an internal-edge end or an external half-edge. Write V:=∣V∣, I:=∣Eint∣, and E:=∣Hext∣.

Define the cycle rank and loop count by L:=I−V+1. For this mathematical power-counting convention, a single formal loop-momentum integration has assigned degree +D: for ℓ∈RD, Lebesgue measure dDℓ acquires the factor λD under ℓ↦λℓ for λ>0. The total loop contribution is defined to be DL, the cycle rank multiplied by this one-loop degree; no momentum routing or actual graph integral is part of this definition. Assign degree −2 to each internal scalar-propagator factor and degree 0 to each quartic-vertex factor. For q=(q1,…,qD)∈RD∖{0} use the Euclidean norm ∣q∣2:=∑j=1Dqj2. For example, if m≥0, then (∣q∣2+m2)−1 has assigned ultraviolet degree −2, since

lim⁡λ→∞λ2(∣λq∣2+m2)−1=∣q∣−2.

The superficial degree of Γ under this assignment is

ωD(Γ):=DL−2I.

By convention, ωD(Γ)=0 is called a logarithmic superficial degree. This is finite graph bookkeeping under the stated assignment. It does not by itself establish convergence or divergence of an actual graph integral; proper subgraphs, numerator cancellations, exceptional infrared data, and distributional singularities require separate hypotheses and analysis.

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