The comparison behind the low-rank threshold, carried to the ranks that DO fail, does not survive. Over the census's own 370 cells at ranks 5 to 18, only 16 of the 82 failures deep enough for the champion to be a pure product at all have it among the cheapest pure cofactors of their cell, and at twelve of the fourteen ranks it is among the cheapest at no depth of its column where it is available at all. Where it is — ranks 5 and 6, at 12 and 4 depths, each of them a run reaching the top of its column from depth 19 and 27 — the rank has already failed, at 18 and 22. So that threshold says nothing about where a failing rank's band BEGINS.
What is there instead is a trade. A cyclotomic polynomial Φd is the minimal polynomial of a primitive d-th root of unity, and xd − 1 is the product of Φe over the divisors e of d — so a pure product is a product of cyclotomics, and a pure cofactor carries a multiset of them read off its parts with no factorisation. Divide any cofactor by every cyclotomic factor and every power of x it carries, and call what is left its residual. Across this chart the residual of the ONE minimiser the census exhibits at a cell is one of five — a cell can carry others, with other residuals — and it is 1 at exactly the cells that do not fail. Three of the five are multipliers in their own right — A = 2 + 4x + 5x² + 4x³ + 2x⁴, B = 2 + 3x + 2x², and C = 3 + 5x + 3x² — the other two being 1 and the product A·B. That census is the flattened minimum on the unit circle; what it is used for here is the low edge.
The smallest specimen carries the whole shape. At rank 5 and depth 18 — width 23 — the cheapest pure product has cofactor (1+x)²(1+x+x²) and height 4420, against the cell's h of 3638, whose minimiser has cofactor (1+x)²(2 + 3x + 2x²). Both heights are the whole polynomial's, the cofactors' being 4 and 10. The cyclotomic factor 1+x+x² is gone, and B, of the same degree, stands where it was.
That makes a FAMILY and not only a description. Fix a cell; range over every pure cofactor that fits it, over every sub-multiset of that cofactor's cyclotomic factors, and over every product of A, B and C whose degree equals the degree of the factors dropped — the empty drop with the empty product included. Write hs for the least height over what comes out. Equal degrees keep each member inside the degree budget the pure cofactor already met, so every member is a nonzero vector of that cell's lattice and h ≤ hs; and the empty trade puts the whole pure family inside, so hs is at most the pure bound. Between those two, hs = h at all 83 failing cells, with no BASIS REDUCTION anywhere in the family — the lattice algorithm the census reads h with — and at all 83 the vector that algorithm returns is itself a member of the family up to sign, counted rather than assumed: 54 of the 83 carry a negative leading coefficient and none of them a factor of x.
Read against the cheapest pure product at the same cell instead of against every pure cofactor, the match is only partial: the minimiser's cyclotomic multiset divides that one's at 78 of the 83, and the degree dropped matches the residual's at 73. Both counts are upper bounds by at most six, six cells offering several cheapest pure products that classify differently, with the reading taken the one most favourable to the trade. The ten cells the partial reading misses are reached from a different pure cofactor, which is the distance between a description and a construction. And the three multipliers are not a degree accident: three polynomials matching them in degree, in height and in value at 1, and differing in not being reciprocal — a polynomial is reciprocal when its coefficient list reads the same backwards — reach h at none of the 83 and match the pure bound at all 83. They never fire.
Both inequalities are needed and each does a different job. Because hs is at most the pure bound always, those are the only two cases; and because h is at most hs always, the strict one puts h under the pure bound too. So hs strictly below the pure bound CERTIFIES a cell as failing with no reduction in it, while hs equal to it certifies nothing, the cell being free to fail below both. That certificate is cheap where the reduction is dear: along the rank-22 column at widths 30 to 52 the reduction runs from 0.03 seconds to about 7 while the family holds near 2.
What none of it survives is leaving the chart, and what breaks there is the multipliers and not the trade. Each of the ranks 19 to 26 has its column scanned upward from depth 2 to its first failing cell — depth 26, 23, 25, 30, 22, 29, 31 and 27, at widths 45, 43, 46, 52, 45, 53, 56 and 53, none of them guessable from the others — and each of those cells is asked whether its residual is a product of the multipliers already in hand. At seven of the eight it is: A alone at six and A·B at rank 25. Rank 22's is not, and it mints a fourth, D = 3 + 9x + 15x² + 17x³ + 15x⁴ + 9x⁵ + 3x⁶, whose admission drops hs from 44108 to that cell's h of 42222. So the seven is never a statement about one fixed set: at three of them the set in hand holds three multipliers and at four it holds four, rank 22 having minted D in between.
And the first cell of a rank is the wrong sample. Taking the next three failing cells of each of those eight columns, 24 more, TWO need a multiplier the four cannot make, and they sit at different ranks: rank 22 at depth 32, width 54, where h = 108376 against hs = 110932 and a pure bound of 125135; and rank 26 at depth 36, width 62, where h = 402038 against 421338 and 450551. Both carry the same residual, E = 3 + 11x + 24x² + 37x³ + 43x⁴ + 37x⁵ + 24x⁶ + 11x⁷ + 3x⁸, of degree 8 and height 43, divisible by none of A, B, C and D; admitting it drops hs to h at both. So the set of multipliers grows with the CELL and not with the RANK, and a fifth recurring at two ranks four apart is what separates a multiplier from a one-cell accident.
Walked further — ranks 27 to 29, each column read the same way at its first four decided failing cells — the list still does not close. Rank 27's first failing cell mints a sixth, F = 3 + 10x + 20x² + 29x³ + 33x⁴ + 29x⁵ + 20x⁶ + 10x⁷ + 3x⁸, of height 33 with every root back on the unit circle, which then recurs at all three ranks; and rank 28's second failing cell mints a seventh, G = 3 + 6x + 8x² + 6x³ + 3x⁴, of height 8. Each admission drops hs to h at its cell, and a new multiplier has appeared in every stretch of ranks yet walked.
E also leaves the description the chart's own five residuals fit inside. Substituting y = x + 1/x turns it into 1 + 4y + 12y² + 11y³ + 3y⁴, whose exact count of real roots in (−2, 2) — the interval y = 2cos θ carries onto the unit circle — is two out of four, so four of E's eight roots lie off that circle, where every residual the chart's CENSUS exhibits — the one minimiser per cell above, not everything a cell can carry — has all of them on it.
And the certificate's silence tracks the set in hand and not the cell. Over the eight first failing cells of ranks 19 to 26 it fires at the seven the set in hand reaches and is silent at rank 22's, the one that mints D; at the two minting cells of ranks 27 to 29, carrying the larger set, it fires — hs strictly between h and the pure bound, the set improving on pure without reaching h. Read forward it is a cheap sufficient condition for a cell to fail; read as a scanner for new multipliers it is the wrong instrument in both states, quiet certifying nothing and firing not clearing a cell.
Scope. Rule, exhaustive over the census's rectangle, for hs = h at the 83 failing cells and for the champion counts at ranks 5 to 18. Observation for the residual named at any one cell: the reduction returns ONE minimiser and a cell can carry several, with different residuals. Off the chart, the eleven first failing cells and the cells above them are a rule over the depths scanned — each column decided from depth 2 upward, a first failure claimed only where every cell below it was decided, one cell of rank 28 undecided at its search budget with decided cells on both sides — and at each minting cell the two statements separate. That the multipliers in hand cannot reach h there is hs > h, a statement about the family's whole minimum with no minimiser in it, and so is the admission closing the gap; that the residual IS the polynomial named is read off one vector. None of this is a closed form and none of it is an algorithm: no finite set of multipliers is known to make every residual the lattice can exhibit — the walk mints them one cell at a time and nothing so far predicts the next — and that is a question about the lattice and never about the ambient class, which is infinitely generated. Every root on the unit circle describes the five this chart exhibits and does not describe E, so what survives outside the chart is the weaker statement that a minimising cofactor splits as cyclotomics times a residual.
verifiers:
explore_flatten_near.py,
explore_flatten_swap.py,
explore_flatten_class.py,
explore_flatten_gen.py
(the walks past the chart's corner)