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153 changes: 153 additions & 0 deletions research/regular-projector-triple-orbits/PROOF.md
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# Regular fully coupled rank-one triples

This proof was produced by Nick Petalas. Apache-2.0. It is a scoped written
linear-algebra proof. Finite corroboration is separate from its universal
quantifiers. Independent human and formal proof-kernel review are unclaimed.

## Contract and result

Let F be any field, n>=3, and let P1,P2,P3 be an ordered triple of rank-one
idempotents on V=F^n. Put S=P1+P2+P3. Require

1. rank(S)=rank(S^2)=3;
2. p=tr(P1 P2), q=tr(P1 P3), r=tr(P2 P3) are all nonzero.

Two triples are equivalent exactly when one invertible linear map
simultaneously conjugates all three, preserving their order. No transpose,
projector permutation or field automorphism is included in this equivalence.
Set u=tr(P1 P2 P3). Then u is nonzero. The complete invariant is

(F,n,p,q,r,u).

The admissible quadruples are exactly p,q,r,u in F* such that

Delta = 1-p-q-r+u+pqr/u != 0. (1)

A unique representative on the three active coordinates is obtained from

G = [ 1 1 1 ]
[ p 1 u/q]
[ q rq/u 1 ] (2)

by setting Pi=e_i times row i of G, and adjoining n-3 zero coordinates.
Over a finite field of order Q, the exact number of these conjugacy classes
is

N(Q)=Q^4-5Q^3+9Q^2-9Q+6. (3)

This is one fixed algebraic state class, not a classification of arbitrary
triples or a bound on a complete physical register search.

## Rank-one factorization and the active space

Write Pi=x_i y_i with x_i nonzero and y_i a row covector. Idempotence says
y_i x_i=1. Put C=[x_1 x_2 x_3], D=[y_1;y_2;y_3] and G=DC. Then S=CD.
The first rank condition implies rank C=rank D=3. Thus C is injective and
D is surjective, so rank(S^2)=rank(C G D)=rank G. The second rank equality
therefore makes G invertible.

Consequently W=im C and N=ker D have dimensions 3 and n-3 and intersect
only at zero. Thus V=W direct-sum N. All Pi preserve W and kill N. In the
basis x_1,x_2,x_3 of W, Pi has exactly row i of G in its ith row and zero
in the other rows. Conversely any invertible unit-diagonal G constructs
rank-one idempotents with rank(S)=rank(S^2)=3, including after adjoining zero
spectators.

## Completeness of the four traces

The factorization Pi=x_i y_i is unique up to x_i -> d_i x_i,
y_i -> d_i^(-1) y_i, with d_i in F*. Its Gram matrix therefore changes as

G -> diag(d)^(-1) G diag(d). (4)

Ambient simultaneous conjugation preserves G when the factors are carried
along. Conversely, equal G gives an intertwiner by mapping the three image
basis vectors to their counterparts and extending by any isomorphism between
the common kernels. Thus simultaneous conjugacy is exactly diagonal similarity
of these Grams, together with equal ambient n and field F. This argument is
direct and does not assume a predecessor's two-projector classification.

Write g_ij=y_i x_j. Rank-one multiplication gives

p=g_12 g_21, q=g_13 g_31, r=g_23 g_32,
u=g_12 g_23 g_31,
v=tr(P1 P3 P2)=g_13 g_32 g_21,
uv=pqr. (5)

The nonzero pair traces imply that all six off-diagonal g_ij are nonzero,
and hence u is nonzero. Apply (4) with
d_1=1, d_2=1/g_12, d_3=1/g_13. The first row becomes (1,1,1). Equations
(5) then force exactly (2). Any further diagonal similarity preserving this
first row has d_1=d_2=d_3 and acts trivially. This proves uniqueness and
completeness over every field. Expanding the determinant of (2) gives (1),
which proves that there are no further realizability restrictions.

The ambient centralizer of a representative is F* on W times GL(N).
Indeed a commuting map preserves each image line and each kernel, so it
preserves W and N. On W it is diagonal; the six nonzero couplings force
its three diagonal entries to agree. Conversely these maps commute.
Over a finite field each ambient class thus has size

|GL_n(F)| / ((Q-1)|GL_(n-3)(F)|). (6)

Use |GL_0|=1. Formula (6) counts actual ordered triples in one class, not
additional conjugacy classes.

## Exact count over every finite field

There are (Q-1)^4 candidate quadruples. Count those with Delta=0. For fixed
p,q,u, rewrite that equation as

A+B r=0, A=1-p-q+u, B=pq/u-1. (7)

If u!=pq, then B!=0, so exactly one r solves (7). This r is nonzero exactly
when A!=0. Before excluding A=0 there are (Q-1)^2(Q-2) choices of p,q,u.
For A=0 we must have u=p+q-1, nonzero and unequal to pq. The inequality
u!=pq is equivalent to (p-1)(q-1)!=0. There are (Q-2)^2 pairs with
p,q outside {0,1}, of which Q-2 have p+q=1. Therefore the number to remove
is (Q-2)(Q-3). This case contributes

(Q-1)^2(Q-2) - (Q-2)(Q-3).

If u=pq, then B=0 and A=(1-p)(1-q). Thus Delta=0 exactly when p=1 or
q=1, independently of the nonzero r. This contributes

(2Q-3)(Q-1).

Adding the two contributions gives Q^3-3Q^2+5Q-5. Subtracting this from
(Q-1)^4 proves (3). The argument uses only field arithmetic and applies to
every prime power, including characteristic two. At Q=2 the intermediate
products containing Q-2 are zero, so the same counting argument remains valid.

## Why pair data alone is insufficient

Over F5 take (p,q,r)=(1,1,1). The choices u=2 and u=3 give the invertible
Grams

[1 1 1] [1 1 1]
[1 1 2] and [1 1 3].
[1 3 1] [1 2 1]

Both determinants equal 3. They have the same pair traces. Their oriented
triple traces differ, so they are not simultaneously conjugate. This also
shows why transposition or reversing a word cannot silently be included in
the stated equivalence. The witness is a distinction between states, not a
paid-call lower bound.

## Finite evidence and scope

The checker enumerates every unit-diagonal Gram with nonzero off-diagonal
entries over F2,F3,F4,F5,F7. Its diagonal orbits are compared as complete sets
with a second enumeration that starts from four trace parameters. A six-term
determinant and row reduction separately check invertibility. Actual matrix
multiplication checks idempotence and the projector traces. F4 uses
F2[t]/(t^2+t+1), rather than integers modulo four.

For every canonical ternary class, another check enumerates every GL3(F3)
basis change, computes all three conjugated matrices and their traces, and
counts the distinct endpoints. Zero spectators of dimensions one and two,
ten invalid-domain cases and the pair-trace ambiguity witness exercise the
boundaries. These finite checks corroborate the proof; they do not replace
its all-field argument or establish a physical caller. Singular active
systems, missing pair couplings, unordered equivalence, native implementation,
dirty-helper programs and a complete recursive invoice are outside scope.
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# Exact orbits of regular fully coupled projector triples

This contribution was produced by Nick Petalas. Apache-2.0.

For an ordered rank-one idempotent triple P1,P2,P3 over any field, put
S=P1+P2+P3. Assume rank(S)=rank(S^2)=3 and all three pair traces are nonzero.
Then the ambient dimension and

p=tr(P1P2), q=tr(P1P3), r=tr(P2P3), u=tr(P1P2P3)

are a complete invariant under simultaneous GL conjugacy. The admissible
quadruples are exactly the nonzero p,q,r,u with

1-p-q-r+u+pqr/u != 0.

Over every finite field of order Q there are exactly

Q^4-5Q^3+9Q^2-9Q+6

such classes, in every fixed ambient dimension n>=3. [PROOF.md](PROOF.md)
gives the all-field proof, explicit representative and centralizer. Two
triples over F5 give different classes with identical
pair traces. Thus a descriptor retaining only the three pair traces loses
information even in this regular class.

Claim type: scoped written algebraic proof with exact finite corroboration.
The new result is the triple normal form and closed class count. It does not
claim global literature priority for rank-one factorizations, diagonal
similarity or cycle products, which are classical methods.

## Evidence and reproduction

From the repository root, with CPython 3.12 and its standard library:

```sh
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -I -W error -B research/regular-projector-triple-orbits/verify.py
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -I -W error -O -B research/regular-projector-triple-orbits/verify.py
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -B scripts/research_package.py --package research/regular-projector-triple-orbits
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -B scripts/check_research_commit.py --package research/regular-projector-triple-orbits --check-source-history
```

Another machine can substitute its CPython 3.12 executable. Direct replay
also works from a Git-free export of the six package files. The verifier
writes nothing. It prints a generated receipt with the six file hashes and
`PASS_REGULAR_PROJECTOR_TRIPLE_ORBITS`.

The full six-entry Gram domains contain 1, 64, 729, 4,096 and 46,656 matrices
over F2,F3,F4,F5,F7. They give 0, 6, 50, 186 and 1,070 classes respectively.
Every accepted Gram is compared with its four-trace representative. A second
enumeration expands every representative's complete diagonal orbit, and the
two full sets must agree. Matrix multiplication checks the projector traces;
row reduction separately checks invertibility. F4 uses t^2+t+1.

For every ternary representative, all 11,232 GL3(F3) basis changes are checked,
giving 67,392 conjugated triples and 33,696 distinct endpoints. This agrees
with the proved scalar centralizer. Spectator dimensions zero, one and two,
ten domain rejection controls and an explicit F5 pair-trace ambiguity fixture
also pass. The universal quantifiers come from the proof, rather than an
extrapolation of these finite domains. No predecessor scientific checker is
imported or run.

## Scope, provenance and credit

This is an original state-classification side question, with a changed
`bit-new-register-model` scope recorded in [TASK.json](TASK.json). It concerns
full simultaneous conjugacy on a three-dimensional active direct summand.
The separately claimed width-two monomial/reversal quotient concerns
target-preserving word symmetries and a different equivalence relation.

Credit MatShep's [PR4762](https://github.com/CrocSwap/integer-mult-bounds/pull/4762),
head `3b4e0449262b0b1e07b80e009ef71cc0ca5bf816`, for the related two-idempotent
factor descriptor, and codyw912's
[PR4735](https://github.com/CrocSwap/integer-mult-bounds/pull/4735), head
`4afbea22e79e19d1d65702eb4090d454ee39d967`, for its inclusion/observation
framework. Those results are context, not proof premises or audit targets.
The proof here derives the three-factor reduction directly. Credit the
eumemic/woklerx scalar-projector register lineage and the retained native,
frame, helper, compiler and outer contributors for the application context.
No predecessor files or credit lines are changed.

Canonical base is `7c49fe32c55de02c2c873655c804b16e4c3fef0a`, priority revision 8,
selected PR6030. [SOURCES.json](SOURCES.json) pins task provenance. There are
no external scientific runtime inputs. The
[advance claim](https://github.com/CrocSwap/integer-mult-bounds/discussions/1166#discussioncomment-19373460)
records the scope. Live claims, local reservations, recent account work,
main README searches and all-state general/formula PR searches were checked.
The broader cache covered 556 open PRs and 6,605 Discussion records with
complete remote pagination; sparse local coverage was 137 of 8,917 notes.
Arbitrary historical diffs and unpublished work remain limits.

Singular active systems and zero pair traces are excluded. Projector order,
field and ambient dimension are retained. Transpose, reversal, field
automorphisms and projector permutations are not part of this equivalence.
This is not a complete word-state invariant. A search must still restrict
conjugations to its target stabilizer and preserve all other state. Physical
basis changes, native maps, input access, arbitrary dirty restoration,
precision/tape/stock, compiler closure and a complete paid/target invoice
are unpriced. No supplier, paid-call saving, kappa or selected-frontier change
is claimed. All five selected framework assumptions remain.

No selected scientific cold replay, Lean, Docker, independent human review
or formal proof-kernel verification is claimed.

## Open next questions

- Classify a singular or partially uncoupled triple. Begin with one fixed
singular Gram and retain its factor kernel and observation image. The
regular direct-sum reduction used here is unavailable there.
- Bind this descriptor to one target-preserving search and charge every
basis change. Begin with an explicit alphabet and target stabilizer.
A concrete caller and its full paid invoice are still missing.

Structured first steps and blockers are in TASK.json. No construction
expansion follows from this algebraic count.

## Verifier constraints

All function bodies have fewer than 60 physical lines. There is no recursion,
network, subprocess, dynamic code execution or output-file creation. Public
matrix and field boundaries validate their finite domains. Internal calls
use those validated objects. Loop bounds are Q<=7, matrix dimension<=5,
six Gram entries, four trace parameters, and the 3^9 ternary basis candidates.
Mathematical guards are explicit exceptions and remain active under -O.

Power-of-ten rule 3 deviation: CPython allocates managed integers, tuples,
sets and dictionaries during checking. At most 46,656 raw Gram candidates,
38,520 accepted Grams per set, 1,312 class keys and 33,696 distinct ternary
endpoints are retained in fixed bounded phases. File reads are limited to
one MiB plus one byte for each of six fixed files. The normal and optimized
registered commands exercise these bounds. A fixed-allocation embedded
implementation would require a different runtime. Warning-strict execution
and source compilation are the available diagnostics; no separate static
linter or repository-wide build configuration is introduced.
18 changes: 18 additions & 0 deletions research/regular-projector-triple-orbits/SOURCES.json
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"base_commit": "7c49fe32c55de02c2c873655c804b16e4c3fef0a",
"files": [
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"usage": "provenance",
"git_blob": "d59b5035e7b4cbaa9d688a1d32dd0d6eb79c466a",
"sha256": "9b8d0eea95b3bf0dfcb7938a732a6439b87a2685dec2a5ab9e525b3b34debbfa"
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