THE ROYALTY
LEDGER

1,898 people · 502 kingdoms · 2,734 credits · 3,492 nodes · 4,877 edges · 37 components · 979/2734 quantified

COUGAR TOWN COMPLETES ITS STARRING CAST FROM THE SERIES ARTICLE, AND TWO SINGLE-CREDIT NODES BECOME BRIDGES. The kingdom was held with three of eight starring credits and three Friends reunion guests; the editor supplied the series article and the wave entered the other five (C2737–C2741) and the co-creator edge for Kevin Biegel (CC2384), who the ledger had described as a Cougar Town alumnus in prose and drawn on Enlisted alone. No episode count entered: the article states the series total and nothing per performer. THE RESULT WORTH QUOTING IS NOT THE THREE NEW PEOPLE, who arrive as one-credit leaves, but the two who were already here: Dan Byrd was held for Aliens in America only and Ian Gomez for The Norm Show only, each a single-credit admitted-candidate node, and one credit apiece joined those kingdoms to House Lawrence — Byrd moves from G0 #1195 to #248 and Gomez from #1156 to #402. Kingdom degree 11 → 17. No sovereign moved under any model; Jenny Lewis and Martin Mull exchange #4 and #5 under G0. R251.

1,895 people · 502 kingdoms · 2,729 credits · 3,489 nodes · 4,871 edges · 37 components · 979/2729 quantified

THE CHEERS–WINGS REFUSAL IS DISCHARGED, AND THE WAVE'S BEST RESULT IS THAT THE NEW BRIDGES ARE WORTH NOTHING. X132 recorded one attested crossing and refused the wider claim for want of an episode. The editor supplied three: “The Story of Joe” (5 Oct 1990, Norm and Cliff), “Planes, Trains and Visiting Cranes” (S3E16, 1992, Frasier and Lilith — the episode X132 could not name) and “I Love Brian” (S4, Rebecca Howe, naming the Boston bar in dialogue). X142 and X143 record the two new crossings, X144 admits Shared universe on the three of them together, and X132 KEEPS THE TEXT OF ITS OWN REFUSAL so a reader can tell a standard that was met from one that was dropped. Wings is still not a spin-off and no row says it is. WHAT THE CROSSING EXPOSED IS WORSE THAN WHAT IT ADDED. Cheers held EIGHT performer credits and none of them were George Wendt, John Ratzenberger or Bebe Neuwirth; Kirstie Alley had been in the corpus since the candidate wave holding Veronica's Closet and nothing else. The parent of Frasier and of the whole Grub Street ecosystem was being carried as a near-empty node, and it took a crossover to notice. Eight credits enter, four on each side. THE THREE NEW PEOPLE SCORE EXACTLY ZERO BETWEENNESS, and that is the finding. Each holds two credits, Cheers and Wings, and those two kingdoms were ALREADY joined by Kelsey Grammer at C014 and C1062 — so three new bridges landed on a road that already existed, no shortest path needs them, and normalized betweenness pays them nothing. A parallel edge is not a new route. WHAT DID MOVE IS THE KINGDOMS: Cheers 0.0196 → 0.0209 (+6.7%), Wings 0.0129 → 0.0138 (+7.1%), because the shows now sit on paths their own cast opens elsewhere. And KIRSTIE ALLEY WENT FROM A PENDANT TO A CONNECTOR — one kingdom to three, 0 to 0.000403, rank 307 — which is the L1 closure rule earning itself: a person in the ledger had an uncredited appearance in a show in the ledger, and that is the exact condition LAYERS.md §3 says L1 is closed against. Blake Clark slips 0.0450 → 0.0449 on dilution alone and holds first; the top five are unchanged in every model. Coverage 975/2721 → 979/2729, 35.8% → 35.9%: the four Wings crossover counts are entered at 1 each because a single named episode is its own reading, and THE FOUR CHEERS COUNTS ARE DELIBERATELY BLANK — secondary databases return 269, 269, 148 and 79 against this ledger's denominator of 275, which counts the Super Bowl short and the split finale separately, so those numerators come off a different index than the divisor. They go to the counting worksheet. TWO THINGS LEFT OPEN: Angell, Casey and Lee enter Cheers at CC2381–CC2383 as Producer, which is not an edge, and an Executive Producer reading is available and unruled; and Bebe Neuwirth's Frasier credit is not entered, so Lilith travels three kingdoms and the ledger records two. R247, R248.

1,892 people · 502 kingdoms · 2,721 credits · 3,486 nodes · 4,863 edges · 37 components · 975/2721 quantified

THE DIEGETIC EXTREME. Richard Belzer enters as P1894 with three credits, and the wave is mostly a set of refusals. He played Detective John Munch in ten series across four decades; seven are out of the sitcom field by ruling and enter as external works E046–E051 beside The Wire, named on a record and nodes of no graph. THE THREE SITCOM STOPS ARE THREE DIFFERENT THINGS. Arrested Development takes the CHARACTER — “Exit Strategy” puts Munch inside the Bluth fiction running a sting — and that is X140, first row of a new connection type, Diegetic import, for a character arriving from outside the field. 30 Rock takes the ACTOR: Belzer and Ice-T come to the TGS studio as themselves to shoot a scene of SVU, so Munch is present as a television character being filmed, and it is a Meta-reunion (X141) on the X130 precedent. Unbreakable Kimmy Schmidt takes NEITHER — Munch appears uncredited on a screen inside a Law & Order parody — so it gets a performer credit, the ledger’s FIRST Cameo, and no connection row at all. S445’s Diegetic Review reads checked because the question was asked and answered. X140 IS AN EDGE WITH ONE END and adds no road: S038–P1894 is already C2726 and the builder collapses the pair, the X137/X138 geometry arriving through a different door. The longest diegetic thread in American television enters this project as one row that moves nothing, which measures where the sitcom field ends rather than a shortfall in the schema. WHAT DID MOVE. THE NUMERATOR, FOR THE FIRST TIME IN SIXTEEN SNAPSHOTS: quantified credits 972 to 975, three sourced counts against three sourced denominators the ledger already held, and coverage rises from 35.76% to 35.83% instead of falling. It has been one count since v48 while 1,646 credits were admitted; this is three. AND THE G0 ORDER MOVED AT POSITION SIX — Wendi McLendon-Covey out, Scott Baio in — on three guest credits, 0.11% of the ledger. That is the guest-sweep lesson again: a one-episode credit is the short link between distant corners that betweenness rewards most, so a small wave is never a small effect. The top five did not move and Blake Clark holds at 0.0450. Belzer himself lands 272nd of 1,266 on three credits, which is what a bridge looks like from the inside. Provenance: people.csv Acquisition gains diegetic-import, because he was found by following a CHARACTER across a boundary and not by a crawl or a central node, and coding that graph-directed would have poisoned the one column that tells a discovery from an artifact of the method. R245.

1,891 people · 502 kingdoms · 2,718 credits · 3,485 nodes · 4,860 edges · 37 components · 972/2718 quantified

Not a research wave: one bit of schema and one line of the builder, closing the defect v61 opened. shows.csv gains Kingdom Status, controlled to series / unsold-pilot, and an unsold pilot now supplies no kingdom denominator — its episode total stays on the row as the true fact it is and stops being a divisor. NODES AND EDGES ARE UNCHANGED AT 3485 AND 4860, WHICH IS THE ENTIRE POINT: the pilot still touches the graph, G0, G1 and G3 keep every one of its credits, and only G2 lets them go, because saturation has no resolution against a divisor of 1. Jason Segel leaves the G2 top five and Martin Mull returns to it at 0.0157, the depth specimen restored to the model that exists to measure depth; the G2 sovereign reads 0.0212 against the 0.0212 it held before the pilot entered. A defect introduced and closed in two snapshots, with nothing evicted to do it. THE FOUR-SEASON FLOOR IS REFUSED and the refusal is on the record at R242 so it stays settled. Three reasons, ascending: the corpus does not hold seasons at all, so the rule is not computable and calendar span is a poor proxy — Arrested Development spans seventeen years across five; it would evict 242 of 502 shows, 48.2%; and it would delete the referents of this project's own vocabulary, since connection-types.csv defines Dispersal kingdom with Townies, Forgotten-kingdom bridge with The Brian Benben Show and Pre-sovereignty ascent with The Good Life, each one year long. Undeclared would go with them. THE DISTINCTION IS KIND, NOT SIZE: Undeclared ran 17 episodes and was cancelled, North Hollywood was never ordered, and no threshold can see the difference, because a threshold measures how much of a thing there was rather than whether it was that thing. A short-lived kingdom is a small record of a reign; a pilot is not a reign.

1,891 people · 502 kingdoms · 2,718 credits · 3,485 nodes · 4,860 edges · 37 components · 972/2718 quantified

The first kingdom nobody ever saw. The editor's ruling — admit failed pilots that touch the graph — is recorded as standing policy at R241 and applied at once: North Hollywood, Apatow's unsold 2001 ABC pilot, enters as S503 with Segel, Poehler, Kevin Hart, January Jones and Judge Reinhold as himself, and Apatow on the one creative edge a series that never happened can carry, Pilot Director. All four new nodes land inside the giant component, which is the bound doing its work rather than a coincidence: the rule admits a pilot only where it joins performers the corpus already holds. THE RULE'S SHARP EDGE IS THAT IT DOES NOT REACH BACKDOOR PILOTS. X137 and X138 stay records because their tape is already counted — 'Eric's POV' is 1 of Undeclared's 17, the Facts of Life finale 2 of its 201 — and minting kingdoms for them would count the same material twice, which is what the syndication re-cut rule refuses when it puts Soap at 85 and not 93. North Hollywood's tape sits in no other denominator. One principle decides both, in opposite directions: count the tape once, in the kingdom that produced it. THE PREDICTED CONSEQUENCE ARRIVED ON THE FIRST BUILD, WHICH IS WHY IT WAS WRITTEN DOWN FIRST. A one-episode kingdom gives everyone on it 100% saturation, and Jason Segel enters the G2 top five at #4 with 4 of 4 credits counted — displacing Martin Mull, who is this ledger's reference specimen for depth at 35% mean saturation and one 100% holding earned across a career. Segel's 100% holding is a single unaired episode. The counts were recorded rather than suppressed, because hiding a known figure to protect a statistic is the failure this project names in its own charter; G2 remains provisional at 35.8% and should not be read as a ranking in any case. THE THRONE IS UNMOVED: Blake Clark 0.0450 against 0.0451, the difference being four nodes of rescaling and nothing else. Shows 501 to 502, and the second number is the first that includes a series that does not exist.

1,888 people · 501 kingdoms · 2,713 credits · 3,481 nodes · 4,854 edges · 37 components · 972/2713 quantified

A failed backdoor pilot, and the wave is its cast rather than its connection. The Facts of Life ends in 1988 with a two-part finale that makes Eastland co-ed, hands Blair Mrs. Garrett's seat and introduces three new students as the cast of a series NBC never ordered. X138 records it and MOVES NOTHING, for the reason X137 did not either: the far endpoint of a failed backdoor pilot is a performer the parent already employs, so the edge collapses into their credit. That is now twice, and it is a property of the type rather than a coincidence — a spin-off that failed adds a record and never a route. THE ROUTES CAME FROM FOUR CREDITS AND ONE OMISSION. Lisa Whelchel enters because the connection had nowhere to land, which exposed that the corpus held this kingdom with Jo, Tootie, Beverly Ann and a truck driver and not Blair; Juliette Lewis enters new; Mayim Bialik and Seth Green were already held. X139 files Diff'rent Strokes to The Facts of Life, a spin-off edge the corpus had asserted inside CAND041 and never recorded in the layer built to hold it. FIVE EDGES, AND THE SMALLEST OF THEM DID THE MOST. Seth Green enters the G0 top ten at #10 from outside the top twelve, displacing Neil Flynn, on one 1988 guest shot — because he already held That '70s Show and How I Met Your Mother, so a single Reagan-era credit wires those houses to a 1979 kingdom in two steps. His largest ablation shift is 2, so the position is not an artifact of our own editorial edges. THE THRONE IS UNMOVED AND RICHER: Blake Clark holds G0 at 0.0451 against 0.0429, a 5% gain to the sovereign from four credits he is not on — his own Facts of Life truck driver, a one-episode credit, became a better road when three more guests and a spin-off joined the same kingdom. That is the guest-sweep lesson arriving again on four rows: a small wave is not a small effect. Cloris Leachman takes G3 at 0.0184 against 0.0164 and her G0p shift falls from 10 to 2, her Beverly Ann now standing on performer routes rather than on production edges. Quantified credits stay 972 and the fraction slips to 35.8%, since four admitted credits carry no count and none was invented: the two-part finale is the noted exception R221 allows, so no guest here was floored at one appearance. Diegetic connections 34 to 36. See R239.

1,886 people · 501 kingdoms · 2,709 credits · 3,479 nodes · 4,849 edges · 37 components · 972/2709 quantified

Not a research wave: one node withdrawn, and it was never a person. The candidate-worksheet ingest read the Pilot director column literally, and 18 rows of it said "Unknown / verify" — so the string was minted as CR477 and became THE SECOND BUSIEST PILOT DIRECTOR IN THE CORPUS, behind James Burrows and ahead of Andy Ackerman. A pilot-director credit is an edge, so that single node fused 18 unrelated kingdoms into a hub nobody directed, and every route the graph found through it was an artifact of a spreadsheet’s way of saying nobody looked. It is the duplicated-ID failure the checker exists to refuse, arriving through the one door it did not watch: the ID was unique and the NAME was not a name. Withdrawn with its 18 credits, and those 18 shows return to the worksheet, where an unread fact belongs. Pilot-director coverage falls from 436 of 501 to 418 of 501, which is the honest figure rather than the flattering one. THE THRONE IS UNMOVED AND SLIGHTLY STRONGER: Blake Clark holds G0 at 0.0429 against 0.0423, because removing a false hub lengthens the real routes that had been running around it. The cross-layer correlation moves further and is worth stating plainly — L1 against L2 goes 0.174 to 0.218 across the same 503 names, so a fake node holding 18 authorship edges had been suppressing the resemblance between the performer and creative layers. TWO GUARDS FOLLOW. The checker now refuses a placeholder in any column that mints a node, so no spreadsheet shorthand can become a person again. And every figure on the department page is a generated region rather than a number somebody typed: it had been introducing the project with 194 kingdoms and 794 performers, three waves out of date, and claiming 90.9% coverage against a real 35.9% on a page whose whole argument is that you read the coverage before the rank. See R237.

1,886 people · 501 kingdoms · 2,709 credits · 3,480 nodes · 4,867 edges · 36 components · 972/2709 quantified

The candidate worksheet came back filled and this is the largest wave the project has had: 242 kingdoms built from their series articles, corpus 422 to 501, nodes 2507 to 3480, edges 3240 to 4867. EVERY SOURCE WAS A WIKIPEDIA SERIES PAGE, not one search page, so 241 series totals enter marked sourced. THE GRAPH GOT MORE CONNECTED, NOT MORE FRAGMENTED — components 58 to 36, largest 2263 to 3298, isolated nodes 25 to 17, stranded 244 to 182. Twenty-two fragments were absorbed. THE THRONE SURVIVED A WAVE THAT WAS NOT LOOKING FOR IT, WHICH IS THE TEST ROADMAP section 3 SET. Blake Clark holds G0 — but at 0.0423 against 0.0681, his score cut by more than a third as 973 nodes entered around him. That is the sampling question getting its first real answer: he is not merely an artifact of the crawl, and he is also not as far ahead as a thinner corpus made him look. G3 changed hands, Ted Danson to Patricia Heaton, and the name surviving every interpretable model changed from John Ritter and Cloris Leachman to Betty White. The G0 runners-up reshuffled: Rue McClanahan and John Ritter out, Hank Azaria, Andy Dick and Scott Baio in. BACKLOGS CLOSED: the creator queue 121 shows to 14, the kingdom sheet 228 open to 113, pilot directors 228 outstanding to 65, diegetic reviews 228 to 112. COVERAGE WENT THE OTHER WAY AND MUST BE READ BESIDE THEM: 648 cast credits arrived with no per-performer episode count, so quantification falls 47.2% to 35.9% and G1 and G2 are further under the gate, not nearer it. The wave closed the denominators and widened the numerators. Two rows held — CAND001 and CAND025, both live external works — and three ingest judgements recorded in R235: writing credits attach only to nodes the genealogy already claims, every cast row enters Regular rather than guessing a lead, and 47 prose diegetic answers stay open because a link is a typed edge and prose is not.

1,442 people · 422 kingdoms · 2,061 credits · 2,507 nodes · 3,240 edges · 58 components · 972/2061 quantified

One kingdom admitted — Life in Pieces, S423, the last candidate the guest sweep left open — and the wave is two nodes and three edges. IT MOVED THE TOP TEN. Ann Morgan Guilbert enters G0 at #10 and L1 at #8 of 1419 on the strength of a single new credit, displacing Suzanne Cryer out of the twelve and pushing Bea Arthur, Tim Meadows, Andy Dick and Ted Danson each down one. Her ablations are the interesting part: G0 #10, G0c #8, G0p #5, largest shift 5 — she moves UP when hand-assigned connections and studio hubs are removed, so the placing rests on performer circulation rather than on anything the project assigned. The throne is untouched: Blake Clark holds G0 at 0.0681 with the same five runners-up. The show joined the giant component rather than founding a 59th fragment (largest 2261 to 2263, components unchanged at 58), which was the argument for admitting it — the corpus held one of its eight main cast, Angelique Cabral, whose only other kingdom is Enlisted. This is the guest-sweep lesson again, restated: 2.5% of the credits reordered the presence top five then, and one credit reordered the top ten now, because a short link between distant corners is what betweenness pays for. No episode count entered, so G1 and G2 cannot see this credit at all and coverage falls 972/2059 to 972/2061.

1,442 people · 421 kingdoms · 2,059 credits · 2,505 nodes · 3,237 edges · 58 components · 972/2059 quantified

Bookkeeping, not a research wave. One credit entered — Betty White on The Middle, the guest-sweep finding CAND101 was holding open until the phase 6 intake admitted the show as S243 — so coverage moves 971/2058 to 972/2059 and stays 47.2%, still under the gate; G1 and G2 remain provisional and nothing about the throne is re-tested here. The rest is provenance: the 188 shows and 244 people of the seed population now carry Acquisition unknown-provenance rather than a blank, which closes the second half of BUILD-PLAN Phase L. That is a claim about what can no longer be recovered, not about what nobody has looked for yet.

1,442 people · 421 kingdoms · 2,058 credits · 2,505 nodes · 3,236 edges · 58 components · 971/2058 quantified

1,378 people · 421 kingdoms · 2,004 credits · 2,441 nodes · 3,182 edges · 41 components · 971/2004 quantified

1,378 people · 421 kingdoms · 1,974 credits · 2,441 nodes · 3,153 edges · 43 components · 971/1974 quantified

1,378 people · 314 kingdoms · 1,826 credits · 2,334 nodes · 3,005 edges · 63 components · 971/1826 quantified

1,325 people · 314 kingdoms · 1,768 credits · 2,281 nodes · 2,947 edges · 54 components · 971/1768 quantified

1,325 people · 314 kingdoms · 1,698 credits · 2,281 nodes · 2,877 edges · 62 components · 971/1698 quantified

1,280 people · 314 kingdoms · 1,653 credits · 2,236 nodes · 2,832 edges · 43 components · 971/1653 quantified

794 people · 194 kingdoms · 1,075 credits · 1,494 nodes · 2,075 edges · 4 components · 971/1075 quantified

794 people · 194 kingdoms · 1,048 credits · 1,494 nodes · 2,048 edges · 4 components · 953/1048 quantified

794 people · 194 kingdoms · 1,048 credits · 1,492 nodes · 2,045 edges · 5 components · 953/1048 quantified

794 people · 194 kingdoms · 1,048 credits · 1,510 nodes · 2,045 edges · 23 components · 953/1048 quantified

794 people · 194 kingdoms · 1,048 credits · 1,511 nodes · 2,045 edges · 24 components · 953/1048 quantified

794 people · 194 kingdoms · 1,048 credits · 1,511 nodes · 2,045 edges · 24 components · 957/1048 quantified

794 people · 194 kingdoms · 1,048 credits · 1,511 nodes · 2,045 edges · 24 components · 937/1048 quantified

794 people · 194 kingdoms · 1,048 credits · 1,511 nodes · 2,045 edges · 24 components · 930/1048 quantified

673 people · 194 kingdoms · 919 credits · 1,390 nodes · 1,916 edges · 24 components · 820/919 quantified

416 people · 194 kingdoms · 633 credits · 1,133 nodes · 1,631 edges · 24 components · 599/633 quantified

357 people · 194 kingdoms · 572 credits · 1,074 nodes · 1,571 edges · 24 components · 544/572 quantified

295 people · 194 kingdoms · 509 credits · 1,012 nodes · 1,508 edges · 24 components · 509/509 quantified

295 people · 194 kingdoms · 509 credits · 994 nodes · 1,508 edges · 6 components · 509/509 quantified

The corrected pilot sheet (R086). Pilot direction closes: every kingdom in the corpus has one. The editor found the fault themselves — a script fallback assigning Burrows wherever a lookup failed — and 107 of the 108 rows entered from the first pass came back unchanged, so the screening kept exactly the right half. BURROWS FALLS FROM 104 CLAIMED TO 25 AND STILL LEADS, which is the R084 prediction measured against data that was allowed to refuse it. Ahead of Jay Sandrich at 10 and Andy Ackerman at 7, and first on the citation ablation too — 13 to 7 on the 92 credits whose ids are not patterned. First at every tier of evidence. COUNT IS NOT CENTRALITY, AND THE LAYER SAYS SO. Second and third in the creative layer by betweenness are Pamela Fryman and Andy Ackerman, who direct four and seven pilots against Sandrich's ten. They outrank him because their pilots bridge separate parts of the corpus while his cluster inside houses he already served. The first time this distinction has produced a name nobody would have guessed. creative-credits.csv gains Citation Confidence — cited, patterned, uncited. 105 of 197 pilot credits are patterned: the attributions read as sound and the ids look synthesized, and the grade is recorded per row rather than the wave being called sourced or refused wholesale. 994 nodes, 1508 edges, 6 components. G0 untouched at 0.1555 — pilot direction is a creative edge and the performer layer does not see it.

295 people · 194 kingdoms · 509 credits · 957 nodes · 1,423 edges · 6 components · 509/509 quantified

Pilot directors, 108 entered and 86 refused (R085). The refused block is four constants reproducing 86 rows — all James Burrows, all citing the placeholder id tt0100000, all titled 'Pilot', all noted 'Verified pilot director record.' — and it would have manufactured the prediction R084 filed in advance. That is the worst version of the error: an unearned confirmation of the project's own expectation. THE PREDICTION HOLDS ON THE SURVIVING HALF, WHICH IS THE STRONGER RESULT. Burrows is #1 in the creative layer on 18 sourced pilots rather than the fifty the fabricated block claimed, ahead of James L. Brooks and Chuck Lorre. On the 67 credits with the least patterned citations he still leads, 10 to Jay Sandrich's 8 — first on the evidence hardest to doubt. JAY SANDRICH IS THE NAME NOBODY PREDICTED: nine pilots, including Mary Tyler Moore, Soap, Cosby, Golden Girls, Benson, Night Court and A Different World. Two consecutive regimes of ignition, his and then Burrows's. The corpus goes 901 to 957 nodes and 1322 to 1423 edges; components 7 to 6. G0 is untouched at 0.1555 because pilot direction is a creative edge and the performer layer does not see it. Phase X now carries pilot-direction coverage, 108 of 194, beside the creative layer's counts.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,322 edges · 7 components · 509/509 quantified

L3 CLOSED (R082). All 194 shows reviewed for diegetic links. ALL THREE LAYERS ARE NOW CLOSED and every line the open-facts queue tracks reads zero. THE SHAPE OF THE ANSWER IS THE FINDING: 151 of 194 shows have no diegetic link to anything else in the corpus, recorded as examined rather than left blank. 33 connections touch 43 shows. The diegetic genealogy is an archipelago — a few dense dynasties in a sea of unconnected kingdoms — and it looks nothing like the performer layer, where almost everything reaches almost everything through working actors. That contrast is the project's argument in one sentence. Six connections entered: Maude to Good Times, Cheers to Wings, Frasier to its revival, Young Sheldon to Georgie & Mandy's, That '70s Show to That '90s Show, Mad About You to Friends. Three refused: Big Bang to Georgie & Mandy's (a grandparent is not an edge), HIMYM to HIMYF as a spin-off (a shared set is not a continuity — it stays material inheritance), Ned and Stacey to Partners (asserted with no episode, and it casts doubt on X077, which claims a crossover between shows nineteen years apart). 1322 edges. PHASE X IS NOW UNGATED for the first time: LAYERS.md 4.2 held the cross-layer instrument until every layer could declare coverage against its own closure rule, and all three now can.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,317 edges · 7 components · 509/509 quantified

BILLING WINS (R080). Where the credit sequence and the role class disagree about what a performer was, the credit sequence decides. Twenty-six credits, not the six raised during the waves — completing the corpus made the rest visible, because billing only arrived with the counts. Sixteen Recurring classes billed main cast, five billed guest, three Regulars billed recurring including Blake Clark on Home Improvement, the reference specimen. The rule is enforced by the checker now, not applied by hand, so it cannot drift back. Billing cannot tell a Lead from a Regular and does not try; a contradicted main-cast credit resolves to Regular and no Lead was demoted. ONLY G3 MOVED, and that is the arrangement working as designed: an editorial ruling changes the editorial model and nothing else. Hank Azaria and Matthew Perry leave its top five on Recurring-to-Guest corrections, Jason Bateman and Ted Danson enter, Cloris Leachman still leads. G0 untouched at 0.1555 because it is unweighted; G1 and G2 untouched because they read episodes.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,317 edges · 7 components · 509/509 quantified

QUANTIFICATION COMPLETE (R079). 509 of 509 credits carry a sourced episode count, every one read from the performer's own credit page. Fourteen batches, and the last of the three open-facts lines reaches zero. G1 AND G2 ARE NO LONGER PROVISIONAL AND THE CAVEAT IS GONE. The 50% gate existed so nobody could read a ranking that mostly measured which credits had been researched. There is nothing left to discount. All four models run on complete evidence and they still disagree — which was always the interesting possibility rather than the failure case. THE FOUR ANSWERS, ON FULL COVERAGE. G0 presence: BLAKE CLARK, 0.1555, first through every snapshot since v1 and unmoved by fourteen waves of counting that cannot touch an unweighted graph. G1 episode-weighted: CHRISTA MILLER. G2 saturation: CHRISTA MILLER. G3 editorial role: CLORIS LEACHMAN. Betty White is the only name in every model's top five and sovereign of none. That is the project's claim, and it is now a measured one: who ruled sitcom television depends entirely on whether you count appearances, episodes, saturation or billing — and the man who circulated most is not the woman who appeared most, who is not the woman who saturated most, who is not the woman the editorial vocabulary crowns. Also fixed: the open-facts queue ignored the audit worksheet and would have reported 11 of 509 uncounted forever. Ablations unmoved. Blake Clark #1 under G0, G0c and G0p, zero shift, on a complete corpus.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,317 edges · 7 components · 483/509 quantified

Batch thirteen (R078) — 30 counts, quantified credits 453 to 483 of 509, 94.9%. Twenty-six left. ROBERT GUILLAUME CLOSES A LOOP THE CORPUS OPENED THREE BATCHES AGO: Benson at 158 of 158 here against Soap at 50 of 85 in R070. He left one kingdom partway through its third season to lead the spin-off it produced, and the two counts say so in arithmetic without either reading knowing about the other. Two more role-class flags — Paula Pell on A.P. Bio and Clark Duke on Greek, both classed Recurring and both read as every episode with main-cast billing. That makes five flags waiting on a ruling, and they are now numerous enough to decide as a set. Paula Pell's two rows are also the argument for reading per performer: 12 recurring episodes of 30 Rock against 42 as A.P. Bio's lead. The detector reads 0.32 distinct ratios per counted credit, down from 0.44, with 300 of 472 counts at whole-series. Both drift down as the corpus completes and that is expected — the tail of this corpus is short-lived shows whose whole cast served the whole run, so genuine unities accumulate. What matters is whether the non-unity counts stay various, and they do. Martin Mull rises to second in G1 and third in G2. Betty White is still the only name in every interpretable model's top five. Blake Clark holds G0 at 0.15545 across thirteen waves of quantification that cannot touch it.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,317 edges · 7 components · 453/509 quantified

Batch twelve (R077) — 29 of 30 entered, quantified credits 424 to 453 of 509, 89.0%. 56 left. C363 was not entered because it no longer exists: Ted Danson's second Good Place credit, folded into C072 in R068. The batch was cut before the fold and returned 53 for both. The ledger now holds no person credited twice on the same show. The detector reads 7 distinct ratios across 29 rows, its lowest ever, and it is not a warning — nineteen rows are whole-run leads of short-lived kingdoms, One Big Happy at 6 through The Neighbors at 44. The six ratios that are not 1.0 are all different and all specific: Carl Reiner 32 of 158, Damon Wayans Jr 44 of 146, Kelly Stables 35 of 113, Lisa Bonet 119 of 202, America Ferrera 103 of 113, Phylicia Rashad 197 of 202. LISA BONET IS THE ROW WORTH KEEPING. 119 of The Cosby Show against 22 of A Different World, entered two batches apart — out to the spin-off after season three, back for six and seven. The performer layer holds the shape of a career decision that the diegetic layer would record as one continuity. Betty White is still the only name in every interpretable model's top five. Christa Miller holds G1, Betty White G2, Cloris Leachman G3, Blake Clark G0 at 0.15545 — unmoved, and unmovable by quantification.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,317 edges · 7 components · 424/509 quantified

Batches nine to eleven (R076) — 90 counts, quantified credits 334 to 424 of 509, 83.3%. 85 left. GILLIGAN'S ISLAND: four performers at 99 and three at 98, the four who were in the unaired pilot against the three who were not. R066 set that total at 99 on the produced-not-aired convention and the performer counts have now landed independently on both sides of the same seam — the convention and the research agreed without being introduced. The Simpsons four read 768, which is the total, so they saturate a denominator the ledger already marks approximate and moving; the rows say so. Curb's meta-reunion is numeric now — Seinfeld 5, Alexander 8, Louis-Dreyfus 8, Richards 3 against Larry David's 120, which is what typing them Guest in R057 was protecting. G0 HAS NOT MOVED SINCE THE BEA ARTHUR DELETION and cannot: it is unweighted, so quantification never touches it. Blake Clark 0.15545, and the one thing that shifted it in twenty snapshots was removing an edge that should never have existed. G1 and G2 keep trading — Christa Miller leads G1, Betty White takes G2 back, Courteney Cox enters both as Friends and Cougar Town land together. Betty White is the only name in every interpretable model's top five.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,317 edges · 7 components · 334/509 quantified

Batch eight (R075) — 28 counts, quantified credits 306 to 334 of 509, 65.6%. MARY-KATE AND ASHLEY OLSEN COME BACK AT 191 EACH against the other six Full House leads' 192, both absent from the one episode Michelle Tanner does not appear in. Two performers, one character, one shared absence. The performer layer holds them as two credits; the diegetic layer would hold Michelle once. The clearest case yet for keeping the layers apart, and it arrived as arithmetic rather than as an argument. Blake Clark on The Facts of Life agrees with the audit at 1, the sixth independent reproduction. Blake Clark on Newhart disagrees, 1 against 2, now sourced-disputed carrying both — four disputes against six agreements, all performer page against character page. CHRISTA MILLER TAKES G1 AND G2. She holds four credits, all counted, all of them long runs on shows she is central to — The Drew Carey Show, Scrubs, Cougar Town, Shrinking — and as the corpus quantifies, saturation rewards exactly that shape. Betty White falls to second in both. Blake Clark holds G0 at 0.1533, unmoved through eight waves of quantification, and that is now the most tested number in the project.

295 people · 194 kingdoms · 509 credits · 901 nodes · 1,317 edges · 7 components · 306/509 quantified

Bea Arthur is never in Hot in Cleveland (R074). C006 deleted: she died in April 2009 and the series premiered in June 2010, so the credit recorded something that could not have happened. Deleted rather than demoted, on the Golden Palace grounds — Burrows really did work on Frasier, Ubu never worked on The Golden Palace, and nothing real sat under this one either. 1318 edges to 1317. The research did not catch it: batch six returned '1 episode, Season 2, guest' for this row, read off a page. A careful reading can confirm a credit that cannot exist, because the reader checks the row rather than the world. The schema could not have caught it either, and should not try — the ledger holds no death dates and a genealogy of work has no business asserting the day someone died. So the CHECKABLE NEIGHBOUR is now checked: a credit dated outside the run of its own show. Four were sitting beside this one — Jerry Stiller on The King of Queens dated five years after it ended, Joel Murray on Grand and on Love & War, Leslie Jordan on Will & Grace dated six years before it began. The credits stand; the years are cleared to blank, and the check refuses any new one.

295 people · 194 kingdoms · 510 credits · 901 nodes · 1,318 edges · 7 components · 306/510 quantified

Batch seven (R073) — 27 counts entered, quantified credits 279 to 306 of 510, 60.0%. Ten points clear of the gate and all four models still interpretable. Two more performer-page readings disagree with the audit and are marked rather than resolved: Martin Mull on Arrested Development, 15 against 6; Blake Clark on Gimme a Break!, 1 against 2. Blake Clark on Who's the Boss? agrees at 1. That is three disputes against five agreements, all of them performer page versus character page, and they are not converging — a finding about the indexes rather than about either reader. The audit stays the override, so the graph reads 6 and 2. THE DISAGREEMENT BETWEEN THE MODELS IS NOW THE STABLE RESULT. Blake Clark holds G0 at 0.1533, unmoved through every wave of quantification, and sits fifth in G1. Betty White leads G1 and G2. Cloris Leachman leads G3. Four models, four different answers to who ruled, and the coverage behind them is no longer an excuse — this is what the corpus actually says.

295 people · 194 kingdoms · 510 credits · 901 nodes · 1,318 edges · 7 components · 279/510 quantified

Two editorial rulings (R072). Roseanne's 2018 season is Roseanne — it aired under this title before the retitling to The Conners — so S020 becomes 1988-2018 with a total of 231, and the four counts held on that scope question are entered: Chalke 70, Gilbert 230, Galecki 93, Goranson 158. Sara Gilbert's 230 was larger than the series it was counted against and now sits inside it. Quantified credits 275 to 279 of 510, 54.7%. The total is marked sourced-disputed on purpose: 222 has a source and the composition is a ruling, but 231 has not been read off a page, and recording it clean would make an arithmetic figure look like a read one. Holly Franklin is Kristen Johnston's, held at C404 for all 64 episodes. C396 had the same character on a second performer with a Regular class behind one episode; the character is cleared rather than replaced, because what Judith Light played was not researched, and the class follows the reading down to Guest. One edge moves in G3. The gate stays open and the disagreement holds: Betty White first in G1 and G2, Blake Clark first in G0 and unmoved at 0.1533. Martin Mull rises to third in G1 as the Roseanne counts land — a 46-of-231 recurring run reads differently against a longer kingdom, which is the scope ruling showing up in the arithmetic.

295 people · 194 kingdoms · 510 credits · 901 nodes · 1,318 edges · 7 components · 275/510 quantified

THE COVERAGE GATE IS OPEN (R071). 87 counts entered, quantified credits 188 to 275 of 510 — 53.9% — and all four models are interpretable for the first time since the project began. G1 and G2 have carried a PROVISIONAL warning through twenty-three snapshots and they no longer do. THE STANDING CONTRADICTION IS RESOLVED IN FAVOUR OF 86. Betty White is 86 episodes of The Mary Tyler Moore Show across seasons four to seven, read from her own credit page rather than averaged. The instruction to hold it unresolved until a source forced the choice was right, and the source has forced it. AND THE FOUR MODELS DISAGREE ABOUT WHO RULES, WHICH IS THE RESULT THE ARCHITECTURE WAS BUILT TO FIND. Betty White is first in G1 and G2, second in G3, fourth in G0, and the only person top-five in all four. Blake Clark holds G0 first at 0.1533, unmoved, and stands sixth, eleventh and fifteenth elsewhere — with 14 of 14 credits counted, so it is not a coverage artefact. He is the sovereign of CIRCULATION and she is the sovereign of OCCUPANCY. G0 asks who appears in the most rooms; G2 asks who fills one. LAYERS.md section 5 named this shape in advance and here it is with numbers under it. THE SENSITIVITY IS WORTH RECORDING: the single credit that opened the gate is the same credit that produces the new sovereign, so Betty White's rank leans on that one figure harder than any other rank in this corpus. HELD: C006, a credit for Bea Arthur guesting on Hot in Cleveland in 2011, two years after her death and a year after the show premiered. The research returned one episode for it, which says something about confirming rows rather than people. C066 Martin Mull on Sabrina is now sourced-disputed — 67 from the performer page against 73 from the character page, neither preferred.

295 people · 194 kingdoms · 510 credits · 901 nodes · 1,318 edges · 7 components · 188/510 quantified

Sixty more counts read per performer (R070) — 58 entered, one already audited, one folded away as a duplicate before the batch was cut. Quantified credits 130 to 188 of 510, 36.9%. The gate is about 67 credits off. The detector reads 0.44 distinct ratios per counted credit, down from 0.40 — and the dip in this batch's own figure, 23 ratios across 59 rows, is ensemble shows sharing a run rather than a formula: five people at 26 of 26 on Splitting Up Together, four at 13 of 13 on Mr. Sunshine. The variance inside shows is what rules a formula out — Designing Women returns 163, 152, 120 and 1; Happy Days 255, 171, 5 and 2. Deon Cole comes back 105 where the derived wave had said 61. ONE CONTRADICTION FLAGGED, NOT RESOLVED: C396 has Judith Light as a Regular on The Exes playing Holly Franklin, a character C404 Kristen Johnston also holds for all 64 episodes, and the reading finds Judith Light in one episode. Count and billing recorded; Role Class untouched because it feeds G3 and that is the editor's weight to move. G0 unmoved at Blake Clark 0.1533. G1 and G2 keep reshuffling as evidence lands, Martin Mull leading both, and both stay PROVISIONAL. Fragments in the quantified graph fall 19 to 15 as counts fill in — the quantified subgraph is knitting together, which is what approaching the gate looks like from underneath.

295 people · 194 kingdoms · 510 credits · 901 nodes · 1,318 edges · 7 components · 130/510 quantified

Thirty counts read per performer (R069) — 23 entered, 9 of the earlier thirty revised, 4 held. Quantified credits 107 to 130 of 510, 25.5%. Half way to the gate. THIS BATCH PASSES EVERY TEST THE DERIVED WAVE FAILED. 24 distinct participation ratios across 30 rows against three constants across 416, and three rows reproduce exactly what the audit worksheet holds without having been shown it. The nine revisions are the strongest sign: the Brady Bunch ensemble was a flat 117 and is now 117, 116 and 115 by person, which is variance a per-show reading cannot produce. Woody Harrelson comes back 196 of 275 rather than the whole run; Charlie Sheen 177 and Ashton Kutcher 84 rather than 262 each. FOUR ROSEANNE ROWS ARE HELD ON A SCOPE QUESTION the editor has to settle: they count seasons that include the 2018 revival, while this corpus's Roseanne is the 1988-1997 run of 222. Sara Gilbert's 230 is larger than the series it is counted against. Either S020 becomes 1988-2018 with 231 episodes, or the four are re-read for seasons one to nine. G0 is unmoved at Blake Clark 0.1533 — counts are weights, not edges. The quantified models reshuffle underneath, as they should while the evidence is still arriving: Martin Mull leads both G1 and G2 now. Both stay PROVISIONAL at 25.5% and neither reading should be quoted.

295 people · 194 kingdoms · 512 credits · 901 nodes · 1,318 edges · 7 components · 107/510 quantified

The episode-count worksheet, 30 entered and 416 REFUSED (R067). The returned sheet had all 446 rows filled and three constants reproduced 416 of them: every 'All Seasons' row equalled the series total exactly, 345 of 345; every 'Multiple Seasons' row was the total times 0.3473; every 'Guest Seasons' row the total times 0.0784. That is a formula, and deriving a numerator from its denominator is the single failure this schema was built to prevent. It asserted things the corpus can check: Woody Harrelson in all 275 Cheers, which he joined in season four; Ashton Kutcher in all 262 of Two and a Half Men, which he joined in season nine; Charlie Sheen in the same 262 of a show he left after season eight. And it returned Betty White at 168 on The Mary Tyler Moore Show — the whole series — which would have closed by arithmetic the one contradiction the editor ordered held open. 416 of the rows cited an IMDb SEARCH page, which attests no credit at all. The 30 entered are the 30 citing a real credit page, and they are visibly researched: Grammer 203 of 275 from season three, Christopher Lloyd 84 from season two, Carol Kane 26 recurring, Andy Kaufman 79, Robbie Rist 6. Quantified credits 77 to 107 of 510, 21.0%. THE GATE DOES NOT OPEN and G1 and G2 remain PROVISIONAL. integrity.md gains a standing detector for this: distinct participation ratios against counted credits. A formula drives that toward zero and no single row ever looks wrong, so it is watched in aggregate. It reads 38 across 96.

295 people · 194 kingdoms · 512 credits · 901 nodes · 1,318 edges · 7 components · 77/510 quantified

EVERY DENOMINATOR IS IN (R066). All 107 outstanding shows gain an episode total from the completed worksheet; 194 of 194 shows now carry one, and the second of the two open-facts lines reaches zero. THE COVERAGE GATE DOES NOT MOVE. It counts credits carrying an episode count and stands at 77 of 510, 15.1%, exactly where it stood. G1 and G2 remain PROVISIONAL and unquotable. What changed is the value of the work left: all 446 waiting credits now sit on shows whose total is known, so each count filled from here yields a G1 weight AND a G2 saturation rather than only the first. The graph is unmoved — 901 nodes, 1318 edges, Blake Clark G0 first at 0.1533 — because a denominator is not an edge. Four totals are marked sourced-disputed because their own notes undermine them: The Simpsons and The Neighborhood are approximations against series still in production, Georgie & Mandy's First Marriage is a single season of a running show, and The Cosby Show counts a retrospective clip programme as an episode. Recorded as supplied, marked, and left visible rather than cleaned.

295 people · 194 kingdoms · 512 credits · 901 nodes · 1,318 edges · 7 components · 77/510 quantified

Will & Grace gets its authors (R065). Max Mutchnick and David Kohan were already in the corpus, entered in the closure wave for PARTNERS (1995) — the kingdom they created three years earlier — so this adds no nodes and gives both men a second one, joining a forgotten Fox show to an imperial modern court through its authors. Two edges, 1318 total. THE LAST BURROWS CORRECTION. An early batch recorded James Burrows as 'Creator / Executive Producer' on three shows. Frasier fell in R062, Will & Grace falls here, and Cheers is the one that stands — there he genuinely is a co-creator, alongside Glen and Les Charles, who have been two people since R064. Demoted rather than deleted, on the Frasier grounds: he directed and produced it, so the relationship is real and only the authorship claim was not. NO URL IS RECORDED and the schema now permits that for an editorial ruling, whose authority is the editor rather than a page. The alternative was a plausible-looking link to a page nobody read, which is the weakness R059 already recorded in the episode totals. Source Type became a controlled vocabulary in the same change, so the exemption cannot be reached by inventing a type.

295 people · 194 kingdoms · 512 credits · 901 nodes · 1,316 edges · 7 components · 77/510 quantified

Two editorial rulings (R064). The Charles brothers are separated — CR028 becomes Glen Charles and Les Charles enters as CR213, each holding both credits the single node held, because both brothers held both. Cheers therefore has three credited creators rather than two, and Burrows and both brothers are re-typed Creator to Co-Creator: the class following the fact. The Golden Palace loses its Ubu Productions credit, an early-batch attribution to Gary David Goldberg's house on a Witt/Thomas/Harris show; deleted rather than demoted, because unlike the Burrows attribution on Frasier there was no real relationship underneath it. THE TWO RULINGS CANCEL IN THE EDGE COUNT AND THAT IS A COINCIDENCE, not a check: one node and one creative edge added at Cheers, one production edge removed at The Golden Palace, 901 nodes and 1316 edges. Blake Clark holds G0 first at 0.1533, unmoved. The Taxi credit the brothers share is Producer class and forms no edge, so the split touched the graph in exactly one place.

295 people · 194 kingdoms · 512 credits · 900 nodes · 1,316 edges · 7 components · 77/510 quantified

L2 CLOSED (R063). Every show in the corpus has a credited creator — the closure condition LAYERS.md section 3 sets for the creative genealogy, met in one wave of 95 shows. 110 creators, 102 production companies, 360 new credits. The corpus goes 688 to 900 nodes and 956 to 1316 edges; components 12 to 7; nodes stranded outside the giant component 33 to 19. Two thirds of this graph is now institutional rather than performed. THE RESULT THIS WAS THE TEST OF: Blake Clark holds G0 first at 0.1533 and is UNMOVED UNDER BOTH ABLATIONS, through the largest single addition of studio and authorship structure the project will ever make. G0p exists to remove exactly what this wave added, and it removes 214 institutional nodes without touching him. The performer finding was never resting on the creative layer, and now that is demonstrated rather than asserted. He is also G1 sovereign for the first time, which is a fact about the quantified subgraph and not a new claim: G1 and G2 remain PROVISIONAL at 15.1% and unquotable. Martin Mull leaves the G0 top five as the denominator grows; Hank Azaria and Betty White are the two names surviving every interpretable model. NOT RECORDED: company credit periods. All 95 rows gave the show's run years for every company on the row, which would assert whole-run tenure for as many as five companies at once. Dated periods stay Batch 6 work. L2's closure clears the first half of the LAYERS.md section 4.2 gate. L3 has not been closed and Phase X stays dark.

295 people · 194 kingdoms · 512 credits · 688 nodes · 956 edges · 12 components · 77/510 quantified

L2 closure wave 4 (R062) — two new shows, one re-filed row and a correction. Shows with a creator 97 to 99 of 194. THE STRUCTURAL RESULT IS THE COMPONENT COUNT: 14 to 12, with nodes stranded outside the giant component falling 56 to 33. Grub Street Productions now spans Frasier and Wings and Hanley Productions spans Ned and Stacey and The King of Queens, and those two houses join fragments that no amount of performer casting had joined. Production houses turn out to be the corridors the corpus was short of, which is a claim the performer layer could not have made about itself. THE CORRECTION: Frasier's created-by credit belonged to James Burrows in this ledger. He directed it and produced it; Angell, Casey and Lee created it. CC051 is demoted to Executive Producer rather than deleted, so the relationship survives and only the authorship claim goes. The same error still stands on Will & Grace and is queued rather than corrected, because no source was supplied for it. Blake Clark holds G0 first at 0.1640. He is out of the G3 top five for the second wave running, and Matthew Perry is now in every interpretable model's top five. Quantification unmoved at 15.1%; G1 and G2 stay PROVISIONAL.

295 people · 194 kingdoms · 512 credits · 686 nodes · 945 edges · 14 components · 77/510 quantified

L2 closure wave 3 (R061) — 16 shows from the creator worksheet. Shows with a creator 81 to 97 of 194: the creative layer crosses half the corpus for the first time. 43 new nodes, 59 new edges. THE FINDING IS A NAME COLLISION. Modern Family's co-creator Christopher Lloyd is not Christopher Lloyd the actor, who is P254 here for Taxi. Name-matching would have built a false corridor between Taxi and Modern Family, which is LAYERS.md 4.4 arriving as an actual event rather than a warning. creators.csv gains Identity Status so the collision can be recorded as adjudicated — 10 declared, 1 adjudicated, 0 unresolved. Two creators pick up a second kingdom and carry a house with them: Matt Williams across Roseanne and Home Improvement through Wind Dancer, Steven Levitan across Just Shoot Me! and Modern Family through his own company. Blake Clark holds G0 #1 at 0.1619 with zero shift under both ablations, through a wave that added 43 institutional nodes — the strongest reading of that result yet, since G0p removes exactly what this wave added. His score falls only because n grew. He leaves the G3 top five, which is a fact about editorial weighting reshuffling as the corpus grows, not about circulation. Quantification unmoved at 15.1%; G1 and G2 remain PROVISIONAL and unquotable.

295 people · 194 kingdoms · 512 credits · 643 nodes · 886 edges · 14 components · 77/510 quantified

L2 closure wave 2 (R060) — If Not for You and Muscle, the two rows of the creator worksheet completed since wave 1. Shows with a creator 79 to 81 of 194; the L2 queue falls to 113 shows holding 181 performer credits. Five new nodes, seven new edges. The decision worth recording is that Witt/Thomas Productions entered as a node distinct from Witt/Thomas/Harris — Harris is not in the Muscle billing — so the lineage between them stays where lineage belongs, on connection X070, which now has a production credit standing behind it rather than an assertion alone. G0 sovereign unmoved: Blake Clark, 0.1755, with Martin Mull and Hank Azaria surviving every interpretable model. The G1 head returns to Christa Miller as the wave adds unquantified structure around Martin Mull; both models remain PROVISIONAL at 15.1% and neither reading should be quoted. Quantification did not move — this wave bought creative closure, not denominators.

295 people · 194 kingdoms · 512 credits · 638 nodes · 879 edges · 14 components · 77/510 quantified

L2 closure wave 1 (R059) — the first completed portion of the creator worksheet. 638 nodes, 879 edges. Shows with a creator go 58 to 79 of 194; the queue falls from 136 shows holding 294 performer credits to 115 holding 189. Creators 46 to 76, production entities 28 to 73, creative credits 90 to 123, production credits 69 to 128. The corpus grew by 75 nodes in one wave, almost all of them institutional. TWO CORRECTIONS MADE AGAINST THE SHEET RATHER THAN ENTERED FROM IT. The row filed against S128 Misery Loves Company carried David E. Kelley, Robin Williams, Sarah Michelle Gellar and a URL for The Crazy Ones — a different show, a decade later, on a different network. Entered against S084 where it belongs; S128 stays blank. Same class of error as C322, which sat on Mama's Family for a Designing Women episode, and caught the same way: by an independent record disagreeing with the row, not by anything in the topology. Second, four rows put a company's FOUNDING year in the credit-period columns — Warner Bros. 1955, Carsey-Werner 1981, MTM 1969-1998, Mohawk 1991. Recording those would have said Warner Bros. produced Growing Pains from 1955. Not recorded; the worksheet's column labels caused it and are corrected for the remaining rows. Three genuine credit periods were stated and kept. Creator-performers rise 5 to 9, all declared under Phase L4 the moment the data needed it: Matthew Perry, Ellen DeGeneres, Drew Carey and Bill Engvall each create or co-create a kingdom they also act in. L4 was built one phase early and was immediately load-bearing. Blake Clark holds #1 with zero movement under both ablations, through a wave that added 75 nodes and 30 creators. Hank Azaria enters the top three at #3 — the Batch 1 corridor and the Simpsons voice credit compounding.

295 people · 194 kingdoms · 512 credits · 563 nodes · 791 edges · 14 components · 77/510 quantified

Curb Your Enthusiasm and The Simpsons (R057, R058) — Batch 4 complete. 563 nodes, 791 edges, 14 components. Both carried a policy decision rather than merely data, and both were handled as the editor specified rather than by default. CURB: the four Seinfeld principals appear as themselves in the season-seven reunion. Real acting credits, entered as such and typed Guest so no weighting can promote them into ensemble membership; the relationship between the two kingdoms is recorded once more in the DIEGETIC layer under a new type, Meta-reunion. Celebrity appearances beyond that arc are not imported. THE SIMPSONS: six foundational voices as ordinary Regular credits, hundreds of celebrity guest voices not imported at all. Flattening a guest voice into casting would have made one kingdom a superhub and wrecked the performer layer — the layer carrying the project's only defensible result. Hank Azaria was already here through four kingdoms, so his credit is also a performer corridor. Sam Simon arrives holding a kingdom, exactly as he was deferred from Taxi to do, and James L. Brooks now spans Taxi and The Simpsons. Gracie Films is repaired; isolated nodes fall 5 to 4, and only Bonanza, Marcy Carsey, Danny Arnold and How I Met Your Father remain. THE FINDING OF THIS WAVE IS NOT A RANKING. Entering Curb exposed that Larry David is TWO NODES — CR008 from Seinfeld and P284 from Curb — and that the ledger has no way to know they are one man. Five humans are split this way: David, Carl Reiner, Mindy Kaling, Martin Lawrence, Marlon Wayans. Each layer is individually correct; what breaks is the cross-layer question itself, which cannot be asked about anyone the corpus holds twice. Matching on name is not the fix, because names collide and a silent merge is worse than a visible split. integrity.md now counts them every build, LAYERS.md carries it as rule 4.4, and a schema-only Phase L4 is added before the cross-layer instrument. Found by doing the work rather than by planning it. No episode totals for either kingdom: Curb's 120 is Larry David's own credit count, and a person's credits are not a series total. Quantification falls 15.6% to 15.1% purely by denominator growth.

282 people · 192 kingdoms · 497 credits · 544 nodes · 767 edges · 15 components · 77/495 quantified

Full House (R056). 544 nodes, 767 edges. The wave the dated production columns were added for, and the repair of a node this project created and then flagged as a cost. Five separate dated production relationships rather than one timeless studio edge: Jeff Franklin Productions and Miller/Boyett across 1987-95, then Lorimar Telepictures 1987-88, Lorimar Television 1988-93 after the rename, and Warner Bros. Television 1993-95. Before L0 the schema could not have held any of that. Isolated nodes fall 6 to 5. Miller-Boyett entered in Batch 3 with no kingdom at all — recorded then as a cost rather than hidden — and now has one. Gracie Films and Bonanza remain, and Gracie is repaired by The Simpsons. Full House is the corpus's THIRD distinct kind of attachment in three waves, which is worth naming because the ablation keeps making it visible. Under G0p it collapses to an island of 11, like Brady Bunch at 12 and unlike Taxi at 390: it reaches the corpus only through Warner Bros. Television, which already held Friends, The Big Bang Theory, Night Court and The Drew Carey Show. Taxi joined by casting, the Schwartz pair by authorship, Full House by studio. Mary-Kate and Ashley Olsen are two performer credits on one character. That is the sharpest case yet for keeping the genealogies apart: Michelle Tanner is one node in the diegetic layer and two in the performer layer, and a single merged graph could not say so. No episode total and no performer counts, because the research gave none. Quantification falls 15.9% to 15.6% purely by denominator growth. The corporate succession from Lorimar to Warner is visible in the dates but is NOT recorded as a lineage edge, because it was not researched.

272 people · 191 kingdoms · 487 credits · 527 nodes · 749 edges · 16 components · 77/485 quantified

The Brady Bunch and Gilligan's Island (R055), entered together because Sherwood Schwartz created both. 527 nodes, 749 edges. THE FIRST PAIR OF KINGDOMS THE CORPUS HOLDS THAT ARE JOINED BY AUTHORSHIP ALONE — they share no cast, with each other or with anything else already here. That claim is measured rather than asserted, and it is what the G0p ablation was built for. Under G0 both sit in the giant component of 480. Under G0p, which drops every creative and production edge, Brady Bunch collapses to an island of 12 and Gilligan's Island to an island of 8, while Taxi stays inside a giant component of 390. Taxi joined this corpus by casting, through Judd Hirsch; these two joined it by authorship and by Paramount. One wave apart, two entirely different kinds of attachment, and the control can tell them apart. G0p components rise 16 to 79 overall, which says how much of the corpus's connectivity is now institutional rather than performed. Gilligan's Island carries NO episode total, because the research gave none and none is inferred; no performer episode counts were entered for either kingdom for the same reason, so quantification falls 16.5% to 15.9% purely by denominator growth. Russell Johnson and Dawn Wells are entered as full cast despite their omission from first-season opening billing. CBS is deliberately absent as a production entity for Gilligan: it was the network, and network association is a different fact from production. Howard Leeds and Lloyd J. Schwartz are deferred as non-edge producers with no other kingdom here — Leeds is the one worth chasing, being credibly connected to Silver Spoons, which is already at S041.

254 people · 189 kingdoms · 469 credits · 503 nodes · 725 edges · 16 components · 77/467 quantified

Taxi (R054), the first kingdom of Batch 4, entered alone so its shape could be read before five more land. 503 nodes, 725 edges. It joined the giant component immediately, through Judd Hirsch — already in the ledger via George & Leo — and through Ed. Weinberger, who was already carrying The Cosby Show and Phyllis. FOUR CREDITED CREATORS, not one: James L. Brooks, Stan Daniels, David Davis and Ed. Weinberger. Taking the obvious name would have hidden Daniels and Davis completely, which is the argument for a creative layer in miniature — the performer layer would never have noticed they existed. Two credits are recorded and are deliberately not edges: Glen and Les Charles produced Taxi before creating Cheers, and James Burrows directed 75 of the 114 episodes before Cheers. Both are apprenticeship. Burrows is exactly why Director is excluded. No episode counts were entered for the eight performers, because none were researched and a lead is not assumed equal to the series total — the Lucille Ball lesson, applied before it could go wrong. Quantification therefore dips 16.8% to 16.5% purely by denominator growth. Blake Clark and Martin Mull still move zero places under both ablations. The result has now survived a wave that added an entirely new kind of node to the corpus.

247 people · 188 kingdoms · 461 credits · 492 nodes · 713 edges · 16 components · 77/459 quantified

Activating the creative-role edge filter declared in L0. creative-roles.csv says Creator, Co-Creator, Developer, Showrunner and Executive Producer become edges and Producer, Writer and Director do not; the builder now honours that rather than making an edge from every creative credit. Creative edges 68 to 65. The three removed are apprenticeship rather than authorship — Garry Marshall writing on The Lucy Show and on The Dick Van Dyke Show before his own reign, Michael Schur writing inside The Office before his. Neither loses their only edge; both keep several Creator and Co-Creator credits. The rows are kept, so the relationship is still recorded — it simply stops being mistaken for a lineage. Done before Taxi rather than after, because Taxi is the case the rule was written for: James Burrows directed 75 of its 114 episodes.

247 people · 188 kingdoms · 461 credits · 492 nodes · 715 edges · 15 components · 77/459 quantified

Batch 3: creators and production companies (R053), landing against the G0p ablation built one commit earlier so its movement is readable. Creators 26 to 36, production entities 5 to 21, creative credits 49 to 74, production credits 17 to 57. Nodes 466 to 492, edges 656 to 715, largest component 424 to 457. THE CONTROL WORKED AND THE SOVEREIGN SURVIVED IT. Blake Clark and Martin Mull move ZERO places under both ablations — remove every editorial Special Connection, or remove every studio and showrunner edge, and they are still #1 and #2. That is the strongest form this project's central finding has taken. The control also separated two names that G0 could not tell apart. Joel McHale sits at G0 #6, rises to #3 without production edges, and collapses to #74 without our editorial ones: his brokerage is very largely something we assigned rather than something he did. Lucille Ball goes #9 to #31 and Ted Danson #11 to #38 under G0p, so both are substantially carried by the studio hubs just added. Scores fell while ranks held — Blake Clark 0.2080 to 0.1917 — because normalized betweenness divides by (n-1)(n-2) and n grew by 26. ROADMAP section 3 is exactly right that rank is the comparable quantity and score is not. COST TO NOTE: isolated nodes rise 2 to 6 and components 12 to 15. Danny Arnold, Miller-Boyett, Gracie Films and Bonanza Productions attach to nothing, because every show the research attributes to them is outside the corpus. They are kept as declared, verified nodes awaiting their kingdoms rather than dropped, but they do deflate every normalized score until those shows arrive.

247 people · 188 kingdoms · 461 credits · 466 nodes · 656 edges · 12 components · 77/459 quantified

Editor ruling on Lucille Ball (R052): present in every episode of all four of her series. I Love Lucy 180/180, The Lucy Show 156/156, Here's Lucy 144/144, Life with Lucy 13/13. Quantification 73/459 to 77/459. The last figure withheld from the previous wave on the review's caution, now settled. IT DID NOT DO WHAT WAS PREDICTED, and the reason is a caution about reading G2 at all. Four saturations of exactly 1.0 were expected to make her dominate the saturation model; she ranks G2 #8. G2 is BETWEENNESS measured over a saturation-weighted graph — brokerage between distant parts of the corpus — and it is not a ranking of saturation. Lucille Ball has the maximum possible participation on every edge she holds and only four of them, all inside her own dynasty, so she brokers almost nothing. Perfect saturation buys a short road, not a road anybody travels through. Anyone reading the name 'saturation graph' will expect the opposite, so the distinction belongs anywhere the model is published. She is nonetheless the corpus's first performer who is both total and vast, where the model was designed expecting to surface performers total only because their kingdom was tiny — and Life with Lucy is both at once, 13 produced, 8 aired, cancelled, and she is in all 13.

247 people · 188 kingdoms · 461 credits · 466 nodes · 656 edges · 12 components · 73/459 quantified

Corridor wave 1 plus top-of-ranking quantification, both from editor-supplied research (R050, R051). The largest single movement in the corpus so far. Components 22 to 12; nodes stranded outside the giant one fall from 100 to 42, 21.6% of the corpus to 9.0%. Quantification 19/441 to 73/459, 4.3% to 15.9% — still under the 50% gate, so G1 and G2 stay PROVISIONAL and still shatter, but they now shatter across 22 fragments rather than 30. THE DURABLE SET CHANGED: Betty White leaves it and Jennifer Coolidge enters, so the names surviving every interpretable model are now Blake Clark, Martin Mull and Jennifer Coolidge. Blake Clark's G0 betweenness rose from 0.1511 to 0.2080 and he kept the throne. That direction is the important part: this wave was aimed at the holes in the crawl rather than at anyone's career — the twelve corridors were chosen from the fragment list, which is the one guide to expansion that is not downstream of our own sampling — and the sovereign got stronger rather than weaker under it. Under ROADMAP section 3 that is the closest thing to a control result the project has produced. Five offered figures were withheld rather than recorded; see R051. Betty White on The Mary Tyler Moore Show is a factor-of-two disagreement between the research and its review, and Lucille Ball's four leads would have manufactured four saturations of exactly 1.0 in the one model built to detect that pattern.

245 people · 186 kingdoms · 443 credits · 462 nodes · 638 edges · 22 components · 19/441 quantified

Dispute verification pass. The editor supplied outside verification of all 16 sourced-disputed denominators (R048), and 11 resolved to plain sourced because the competing figure acquired a named cause rather than remaining an unexplained variant: syndication splits (Soap's 8 hour-longs, Mork & Mindy's re-cut), a Fandom Wiki omission (Married... with Children 248), a bonus pilot cut (Undeclared 18), and six produced-vs-aired gaps already governed by the Ellen Show ruling. This row exists because of the twelfth: black-ish corrected 175 to 176, the ledger's first figure overturned by an outside source rather than by its own audit. The widely indexed 175 omits 'Becoming Bow', shelved and delayed, which is produced and therefore counts. Four credits now measure against the right denominator; no rank moved. Three denominators stay disputed and are one open question rather than three — whether a double-length episode counts once or twice, deciding The Office, Seinfeld and Cheers. It needs an editorial ruling and must match how the numerator counts on the credit side, since a denominator that splits hour-longs against a numerator that does not is a wrong saturation either way.

245 people · 186 kingdoms · 443 credits · 462 nodes · 638 edges · 22 components · 19/441 quantified

Denominator wave 1: Total Episodes sourced for 42 shows, worked in the leverage order integrity.md computes (credits waiting on each number, not alphabetical). Show coverage 18/186 to 60/186 (9.7% to 32.3%), and the denominator queue fell from 163 shows holding 381 credits to 121 holding 193 — 42 shows, 49% of the waiting credits, which is the ordering doing its job. No ranking moved: G2 also needs the numerator, and credit quantification is still 19/441, so the gate holds and G1/G2 stay PROVISIONAL. Two rulings recorded rather than resolved: the denominator is episodes PRODUCED, not aired (matching the Ellen Show precedent at 18/13), and never a syndication re-cut of the same material (Soap 85 not 93, Mork & Mindy 91 not 95). 14 of 42 are sourced-disputed, and shows.csv gained a Total Episodes Note column to hold the competing figure — a disputed denominator with no record of the disagreement discards exactly what a later reader needs. Provenance caveat: this environment blocks egress to Wikipedia, IMDb and TVmaze, so these were retrieved by web search without any source page being fetched and read — one step weaker than the Blake Clark and Martin Mull audits, and flagged as such in R046.

245 people · 186 kingdoms · 443 credits · 462 nodes · 638 edges · 22 components · 19/441 quantified

Martin Mull audit complete: 5/5 counts and 5/5 denominators sourced. Corpus quantification 19/441 (4.3%). The two audited specimens are opposite career shapes — Blake Clark 14 kingdoms/57 episodes/2.3% mean saturation (breadth), Martin Mull 5 kingdoms/149 episodes/35% mean saturation (depth) — and G0, which ranks them #1 and #2, cannot distinguish them. The Ellen Show at 18/18 is the first live G2 saturation of 1.0, arriving as designed. Sabrina corrected: a widely cited 39 belongs to Trevor Lissauer, not Mull; correct figure 73.

245 people · 186 kingdoms · 443 credits · 462 nodes · 638 edges · 22 components · 14/441 quantified

Blake Clark audit complete: 14/14 credited-episode counts sourced, 14/14 denominators sourced. The audit cross-check caught C322 filed against Mama's Family (S067) for a Designing Women episode (S065) — remapped, which raised his G0 from 0.1394 to 0.1511 and lifted him into the G3 top five at #5. He now survives both interpretable models. Two counts recorded sourced-disputed: Home Improvement 23 (variants 22/24/27), Boy Meets World 13 (IMDb+Metacritic vs 12 elsewhere). G1/G2 still PROVISIONAL at 3.2% corpus quantification.