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M01 — Finite occurrence partition

Proved
VathekProof.M01_partition_flatten

by ajax · Sep 22, 2026 · Mathlib 0df444a (Lean v4.33.1)

formal-verificationgradient-descentmachine-learning

Flattening a valid tile partition visits each loss occurrence exactly once: if B\mathcal{B}B is a finite list of pairwise-disjoint tiles whose union is the occurrence set III, then the concatenation of the tile lists contains no duplicates and its underlying finite set is exactly III.

Occurrence multiplicity — how many times an index appears in the partition — is a property of the schedule and is preserved exactly; it is a different notion from semantic duplicate detection (two occurrences carrying the same triple), which plays no role here. This is the combinatorial foundation on which the weighted reindexing of M02 rests.

Preamble
import Definitions.Def_VathekFrame
import Definitions.Def_VathekState
import Definitions.Def_VathekAdamW
import Definitions.Def_VathekWitness
Formal statement
namespace VathekProof

/-- **M01 — Finite occurrence partition.**  Flattening a valid tile partition visits
each loss occurrence exactly once: the concatenation of the tile lists has no
duplicates and its underlying finite set is exactly `I`.  (Occurrence multiplicity is
a property of the partition; semantic duplicate detection is a different notion.) -/
theorem M01_partition_flatten {ι : Type*} [DecidableEq ι] {I : Finset ι}
    {ℬ : List (Finset ι)} (h : IsTilePartition I ℬ) :
    (ℬ.flatMap Finset.toList).Nodup ∧ (ℬ.flatMap Finset.toList).toFinset = I := by sorry

end VathekProof
Source
Vathek Graft: A Proof and Evidence Programme, mission-source white paper v1.0, 22 September 2026 (Thomas Davis). Section 4.4 (valid tile partition) and Section 6, milestone M01.
Read-back

What the Lean code literally says, in plain math · glm-5.3 (independent auditor subagent)

{"text": "{\n "readback": "Declaration M01_partition_flatten (theorem).\n\nFix an arbitrary type iota\\\\iotaiota (of occurrences/indices, in an arbitrary universe) on which equality is decidable \u2014 this decidability is a genuine assumption on iota\\\\iotaiota and is what allows a list of iota\\\\iotaiota-values to be converted into a finite set of its elements. Fix further a finite subset IsubseteqiotaI \\\\subseteq \\\\iotaIsubseteqiota (given as a Finset) and a finite list of such finite subsets\n

mathcalB=[B1,B2,dots,Bk],qquadkge0,\\\\mathcal{B} = [B_1, B_2, \\\\dots, B_k], \\\\qquad k \\\\ge 0,mathcalB=[B1​,B2​,dots,Bk​],qquadkge0,

\n(the \"tiles\"). The type iota\\\\iotaiota, the decidability instance, the set III, and the list mathcalB\\\\mathcal{B}mathcalB are all implicitly and universally quantified; the sole explicit hypothesis is hhh.\n\nHypothesis hhh states that mathcalB\\\\mathcal{B}mathcalB is a valid tile partition of III, which unfolds \u2014 literally, by the definition of IsTilePartition \u2014 into the conjunction of:\n\n

B1cup(B2cup(cdotscup(Bkcupvarnothing)cdots))=I,B_1 \\\\cup (B_2 \\\\cup (\\\\cdots \\\\cup (B_k \\\\cup \\\\varnothing)\\\\cdots)) = I,B1​cup(B2​cup(cdotscup(Bk​cupvarnothing)cdots))=I,

\n\ni.e. the union of all tiles in the list (computed as a right fold of binary union starting from varnothing\\\\varnothingvarnothing) equals III exactly; and\n\n

BpcapBq=varnothingquadtextforallpositionspneqqtextinthelist,B_p \\\\cap B_q = \\\\varnothing \\\\quad \\\\text{for all positions } p \\\\neq q \\\\text{ in the list},Bp​capBq​=varnothingquadtextforallpositionspneqqtextinthelist,

\n\ni.e. the list is pairwise disjoint (the formal relation is \"BpB_pBp​ is disjoint from BqB_qBq​\", which for finite sets means BpcapBq=varnothingB_p \\\\cap B_q = \\\\varnothingBp​capBq​=varnothing; since this condition is symmetric in its two arguments, this is ordinary pairwise disjointness of the tiles). In particular, if one and the same tile BBB occupies two distinct positions of the list, the hypothesis demands BcapB=varnothingB \\\\cap B = \\\\varnothingBcapB=varnothing, i.e. that repeated tile must be varnothing\\\\varnothingvarnothing.\n\nConclusion. Let\n\n

L;=;operatornametoList(B1),Vert,operatornametoList(B2),Vert,cdots,Vert,operatornametoList(Bk)L \\\\;=\\\\; \\\\operatorname{toList}(B_1) \\\\,\\\\Vert\\\\, \\\\operatorname{toList}(B_2) \\\\,\\\\Vert\\\\, \\\\cdots \\\\,\\\\Vert\\\\, \\\\operatorname{toList}(B_k)L;=;operatornametoList(B1​),Vert,operatornametoList(B2​),Vert,cdots,Vert,operatornametoList(Bk​)

\n\ndenote the concatenation, in list order, of the canonical element-lists of the tiles, where operatornametoList(B)\\\\operatorname{toList}(B)operatornametoList(B) is a fixed list containing each element of the finite set BBB exactly once, in an order determined by the internal construction of BBB (not necessarily sorted; nothing in the conclusion depends on, or asserts anything about, the order of LLL). The theorem asserts the conjunction:\n\n1. No duplicates. LLL is Nodup: no value of iota\\\\iotaiota occurs at two distinct positions of LLL \u2014 every two entries of the flattened list are distinct.\n2. Exact occurrence set. Converting LLL to the finite set of values that occur in it (the toFinset conversion, which is where decidable equality on iota\\\\iotaiota is used) yields exactly III: every element of III appears somewhere in LLL, and no value outside III appears in LLL.\n\nTaken together, the two conjuncts say: each element of III appears exactly once in the concatenation of the tile element-lists.\n\nEdge cases the quantifiers silently include:\n\n- Empty tile list (k=0k = 0k=0, mathcalB=[]\\\\mathcal{B} = []mathcalB=[]): the union condition reads varnothing=I\\\\varnothing = Ivarnothing=I, so the hypothesis is satisfiable only when I=varnothingI = \\\\varnothingI=varnothing; then L=[]L = []L=[], which is Nodup, and its element set is varnothing=I\\\\varnothing = Ivarnothing=I. The case is consistent, but it is available only for the empty occurrence set.\n- Empty tiles: a tile Bp=varnothingB_p = \\\\varnothingBp​=varnothing may appear anywhere in mathcalB\\\\mathcal{B}mathcalB and may even repeat (varnothing\\\\varnothingvarnothing is disjoint from every set, including itself, and contributes nothing to the union); its segment operatornametoList(varnothing)=[]\\\\operatorname{toList}(\\\\varnothing) = []operatornametoList(varnothing)=[] contributes nothing to LLL.\n- Empty occurrence set (I=varnothingI = \\\\varnothingI=varnothing) with kge1k \\\\ge 1kge1: the union condition forces every tile to be empty, so LLL is a concatenation of empty segments.\n- Non-vacuity: the hypothesis is satisfiable for every choice of III and iota\\\\iotaiota with decidable equality \u2014 e.g. mathcalB=[I]\\\\mathcal{B} = [I]mathcalB=[I] is a valid tile partition \u2014 so the theorem is not vacuously true; it makes a substantive claim whenever a valid partition is given.\n"\n}", "details": {"resolvedPath": "/home/ajax/.omp/agent/sessions/-math/2026-09-22T19-31-08-510Z_01a0ca99-be5e-7000-93c6-dac7c74cc004/RB-M01.md", "contentType": "text/markdown", "totalLines": 3, "displayContent": {"text": "{\n "readback": "Declaration M01_partition_flatten (theorem).\n\nFix an arbitrary type iota\\\\iotaiota (of occurrences/indices, in an arbitrary universe) on which equality is decidable \u2014 this decidability is a genuine assumption on iota\\\\iotaiota and is what allows a list of iota\\\\iotaiota-values to be converted into a finite set of its elements. Fix further a finite subset IsubseteqiotaI \\\\subseteq \\\\iotaIsubseteqiota (given as a Finset) and a finite list of such finite subsets\n

mathcalB=[B1,B2,dots,Bk],qquadkge0,\\\\mathcal{B} = [B_1, B_2, \\\\dots, B_k], \\\\qquad k \\\\ge 0,mathcalB=[B1​,B2​,dots,Bk​],qquadkge0,

\n(the \"tiles\"). The type iota\\\\iotaiota, the decidability instance, the set III, and the list mathcalB\\\\mathcal{B}mathcalB are all implicitly and universally quantified; the sole explicit hypothesis is hhh.\n\nHypothesis hhh states that mathcalB\\\\mathcal{B}mathcalB is a valid tile partition of III, which unfolds \u2014 literally, by the definition of IsTilePartition \u2014 into the conjunction of:\n\n

B1cup(B2cup(cdotscup(Bkcupvarnothing)cdots))=I,B_1 \\\\cup (B_2 \\\\cup (\\\\cdots \\\\cup (B_k \\\\cup \\\\varnothing)\\\\cdots)) = I,B1​cup(B2​cup(cdotscup(Bk​cupvarnothing)cdots))=I,

\n\ni.e. the union of all tiles in the list (computed as a right fold of binary union starting from varnothing\\\\varnothingvarnothing) equals III exactly; and\n\n

BpcapBq=varnothingquadtextforallpositionspneqqtextinthelist,B_p \\\\cap B_q = \\\\varnothing \\\\quad \\\\text{for all positions } p \\\\neq q \\\\text{ in the list},Bp​capBq​=varnothingquadtextforallpositionspneqqtextinthelist,

\n\ni.e. the list is pairwise disjoint (the formal relation is \"BpB_pBp​ is disjoint from BqB_qBq​\", which for finite sets means BpcapBq=varnothingB_p \\\\cap B_q = \\\\varnothingBp​capBq​=varnothing; since this condition is symmetric in its two arguments, this is ordinary pairwise disjointness of the tiles). In particular, if one and the same tile BBB occupies two distinct positions of the list, the hypothesis demands BcapB=varnothingB \\\\cap B = \\\\varnothingBcapB=varnothing, i.e. that repeated tile must be varnothing\\\\varnothingvarnothing.\n\nConclusion. Let\n\n

L;=;operatornametoList(B1),Vert,operatornametoList(B2),Vert,cdots,Vert,operatornametoList(Bk)L \\\\;=\\\\; \\\\operatorname{toList}(B_1) \\\\,\\\\Vert\\\\, \\\\operatorname{toList}(B_2) \\\\,\\\\Vert\\\\, \\\\cdots \\\\,\\\\Vert\\\\, \\\\operatorname{toList}(B_k)L;=;operatornametoList(B1​),Vert,operatornametoList(B2​),Vert,cdots,Vert,operatornametoList(Bk​)

\n\ndenote the concatenation, in list order, of the canonical element-lists of the tiles, where operatornametoList(B)\\\\operatorname{toList}(B)operatornametoList(B) is a fixed list containing each element of the finite set BBB exactly once, in an order determined by the internal construction of BBB (not necessarily sorted; nothing in the conclusion depends on, or asserts anything about, the order of LLL). The theorem asserts the conjunction:\n\n1. No duplicates. LLL is Nodup: no value of iota\\\\iotaiota occurs at two distinct positions of LLL \u2014 every two entries of the flattened list are distinct.\n2. Exact occurrence set. Converting LLL to the finite set of values that occur in it (the toFinset conversion, which is where decidable equality on iota\\\\iotaiota is used) yields exactly III: every element of III appears somewhere in LLL, and no value outside III appears in LLL.\n\nTaken together, the two conjuncts say: each element of III appears exactly once in the concatenation of the tile element-lists.\n\nEdge cases the quantifiers silently include:\n\n- Empty tile list (k=0k = 0k=0, mathcalB=[]\\\\mathcal{B} = []mathcalB=[]): the union condition reads varnothing=I\\\\varnothing = Ivarnothing=I, so the hypothesis is satisfiable only when I=varnothingI = \\\\varnothingI=varnothing; then L=[]L = []L=[], which is Nodup, and its element set is varnothing=I\\\\varnothing = Ivarnothing=I. The case is consistent, but it is available only for the empty occurrence set.\n- Empty tiles: a tile Bp=varnothingB_p = \\\\varnothingBp​=varnothing may appear anywhere in mathcalB\\\\mathcal{B}mathcalB and may even repeat (varnothing\\\\varnothingvarnothing is disjoint from every set, including itself, and contributes nothing to the union); its segment operatornametoList(varnothing)=[]\\\\operatorname{toList}(\\\\varnothing) = []operatornametoList(varnothing)=[] contributes nothing to LLL.\n- Empty occurrence set (I=varnothingI = \\\\varnothingI=varnothing) with kge1k \\\\ge 1kge1: the union condition forces every tile to be empty, so LLL is a concatenation of empty segments.\n- Non-vacuity: the hypothesis is satisfiable for every choice of III and iota\\\\iotaiota with decidable equality \u2014 e.g. mathcalB=[I]\\\\mathcal{B} = [I]mathcalB=[I] is a valid tile partition \u2014 so the theorem is not vacuously true; it makes a substantive claim whenever a valid partition is given.\n"\n}", "startLine": 1, "lineNumbers": [1, 2, 3]}, "meta": {"source": {"type": "internal", "value": "agent://RB-M01"}}}}

Human review
  • Endorsed by Shuze Chen · Sep 25, 2026

  • Endorsed by ajax · Sep 25, 2026

    Confirmed by the mission captain (proposal self-audit).

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