experiments in wordle

description

The wordle craze revolves around a word guessing game by Josh Wardle. It involves a mastermind-style puzzle game similar to Jotto, where the player makes guesses at a five letter secret word, and is given clues for each guess.

In wordle, clues are given for each letter of the answer. If the guess has a matching letter in the correct place, that letter in the guess is marked green. Otherwise if the guess has a matching letter or letters in another place, the first of those letters is marked yellow. For example, if the guess is 'geese' and the secret word is 'sheep', then the clue will be '-YGY-'

There is also a 'hard' mode in the settings, where guesses must fit with all the previous clues. Many people will naturally play this way.

The player is allowed up to six guesses to find the secret word.

solving

The game allows most possible five letter words as guesses. In the original version, it uses a list of 12972 words for possible guesses, with a subset of the better known ones (and excluding plurals) of 2315 words for the answer list. This subset means the answer will never be an obscure word, and so makes it more accessible.

Since the answers are in a known order, you could argue that the best first guess is the answer of the day, but the fun of that wears off after the first time. It is of course more enjoyable to play the game as intended. And for the most enjoyment, write a computer program to solve wordle! At least, for some definition of the word 'enjoy' (which incidentally, spoilers, will be the secret word on day 500).

optimizing

At each guess, the optimal is the one which will best reduce down the number of possible answers. But of course, some clues will narrow down the answers more than others, so it isn't always clear what is going to be 'optimal'.

Which strategy will give the best chance of an early win? Which strategy will minimize the number of guesses in the worst case? Which strategy will minimize the average number of guesses?

I've experimented with these, evaluating strategies across all the answers, under the assumption that each answer is equally likely (ie, that we don't know which day we are playing, so the outcome is not predictable).

Suppose we use all of the allowed words, even the obscure ones, and optimize for the average number of guesses. This means evaluating the best guess across all the possible scenarios. It turns out that the best starting word is 'salet', and the average is 3.421 guesses. Other starting words giving an average of less than 3.43 guesses are 'reast', 'trace', 'crate', slate', 'crane', and 'carle'.

If we narrow down our allowed guesses to just the 2315 possible answers, it is slower, but only a little. The strategy starting with 'slate' has an average of just 3.444 guesses, and there are some 90 other starting words which give an average of less than 3.5 guesses, such as 'trace', 'crate', 'crane', 'least', and so on. The least productive starting words are 'jazzy', 'mamma', 'fuzzy', and 'jiffy', but even with these, it is still possible to get to an answer in just over an average of 4 guesses.

If we play hard mode, with the additional constraint that we only allow answers as guesses, it begins to look more like how a human would play this game. Here the starting words are less clear, because it can be a disadvantage to know many letters too soon. The best is now 'plate' with an average of 3.554 guesses, followed by 'tripe', 'scale', 'train', and 'place'.

If we want to go for the quick win, then clearly we want a hole-in-one. But any word in the answer list can achieve that, it doesn't really matter which one. If we want to maximize the chance of a two word guess, then 'trace' is the best starting word, giving nearly a 6.5% chance of a two-word win in hard mode. And 'crate', 'slate', 'parse', 'stale', 'crane', 'heart', 'react', 'least', and 'cater' are notable, all giving at least a 6% chance of that impressive two-word win (and still the chance of a single word win).

Another question to explore; is there a single combination of words which could be played (in any order), and which would always reduce the possible answers down to one word? For example, guessing the four words 'farce', 'sight', 'downy', and 'plumb' will clue to a unique answer 94.4% of the time, while guessing the five words 'bawdy', 'rivet', 'slunk', 'champ', and 'forgo' will clue to a unique answer 98.7% of the time.

further reading

Alex Selby (sonorouschocolate) explores complete strategies using all the allowed words in both normal and hard mode, and also provides code to prove these. I have independently cross-checked many of these results.

Grant Sanderson (3Blue1Brown) explores entropy minimization, under the assumption of a modified game where all words are possible answers, but common ones are more likely. It is an elegant solution, since it requires less knowledge of the particular selection of answers. He does not exhaustively prove the best possible strategy, but uses calculation of the best reduction in entropy over the next two guesses to get a good approximation.

My own code uses a depth first search of all possible choices over all possible outcomes, pruning any solutions which will be worse than those found so far. An example strategy for hard mode using only the answer words (showing the guess number and clue, and the next word to be chosen) would be:

plate
	1-----:churn
		2-----:bosom
			3-----:dizzy
				4YG--G:giddy
				4YG---:vivid
				4-G--G:jiffy
				4-GGGG:fizzy
			3-G-Y-:goody
				4-GGGG:woody
				4-GG-G:woozy
				4GGG-G:goofy
			3-G---:foggy
				4-G-GG:dodgy
				4-G--G:dowdy
			3GG-Y-:booby
				4GGG-G:boozy
			3-YY--:kiosk
			3-GG-Y:mossy
			3-GY--:soggy
			3-G-YY:moody
			3G----:biddy
			3-YY-Y:smoky
			3GG---:bobby
			3-Y-Y-:ovoid
			3--G-Y:missy
			3--G--:sissy
			3--Y--:skiff
			3---G-:widow
			3GGG--:bossy
			3---GG:idiom
		2----Y:doing
			3--GGG:vying
				4--GGG:swing
			3--YY-:minim
				4-GG--:kinky
			3YY-Y-:synod
			3-YYY-:inbox
			3-YYYY:bingo
			3Y-YY-:windy
			3-Y-Y-:snowy
			3GYYYY:dingo
			3GG-G-:downy
			3--GY-:sniff
			3-YGGG:owing
			3--YG-:ninny
			3-G-YY:bongo
			3-GGGG:going
			3G-YYY:dingy
			3-GGY-:noisy
			3G-GGG:dying
		2---Y-:groom
			3-YY--:rowdy
				4YGYGG:wordy
			3-GGG-:brood
				4GGGG-:brook
			3YY-G-:vigor
				4-GGGG:rigor
			3-G---:brisk
				4-GGGG:frisk
			3-YGYY:roomy
			3-GG--:dross
			3-Y-G-:visor
			3YYYY-:forgo
			3YY---:rigid
			3GGG--:gross
			3GG--Y:grimy
			3-Y---:risky
			3-GGGG:broom
		2--Y--:dummy
			3-G--G:fuzzy
				4-G--G:buggy
				4GG--G:fussy
			3-GGGG:mummy
				4-GGGG:gummy
			3-GG--:jumbo
				4-GGGG:gumbo
			3-GY--:buxom
			3YGY-G:muddy
			3GG--G:dusky
			3YG--G:buddy
			3-GY-G:musky
		2---YY:bring
			3GGGG-:brink
				4GGGG-:briny
			3-GGGG:wring
			3-G-GG:wrong
			3-GYG-:irony
			3-G-G-:frond
			3-Y-Y-:donor
			3-GGGY:grind
			3-YYY-:minor
			3-GGG-:drink
		2--Y-Y:using
			3Y--G-:funny
				4-GGGG:bunny
			3G-GY-:unify
			3Y-YYY:fungi
			3YYYY-:minus
			3G-YY-:undid
			3YY-G-:sunny
			3YYGGG:suing
			3Y--Y-:funky
			3YY-Y-:bonus
		2--G-Y:swung
			3--GG-:found
				4-GGGG:mound
					5-GGGG:bound
			3G-GG-:sound
				4G-GG-:skunk
			3G-GY-:snuff
			3-YGG-:wound
			3--GGG:young
		2--YY-:furor
			3-GY--:rugby
				4GG--G:ruddy
			3GYGY-:forum
			3-YG--:virus
			3-GGGG:juror
			3-GG--:murky
			3-GYGG:rumor
		2Y-Y--:quick
			3-GYY-:music
			3-Y-Y-:focus
			3-GGG-:juicy
			3-G-YY:mucky
			3-G-Y-:mucus
			3-YYY-:ficus
		2---YG:groin
			3-GG-G:frown
				4-GGGG:drown
					5-GGGG:brown
			3-YYGG:robin
			3-YY-G:moron
			3GGG-G:grown
		2---G-:dowry
			3YYYG-:sword
			3-G-GG:sorry
			3-Y-GG:ivory
			3---G-:smirk
			3-GYGG:worry
			3YY-G-:fjord
		2-YY--:humid
			3GG---:husky
				4GGG-G:hussy
			3GGG--:humus
			3YG-Y-:sushi
			3YG---:bushy
			3YGY--:mushy
		2G--Y-:crock
			3GGG--:crowd
				4GGG--:cross
			3GG-GG:crick
			3GGG-G:crook
		2Y----:mimic
			3----Y:scoff
			3Y---Y:smock
			3-G--Y:disco
		2-G---:showy
			3GGG--:shook
			3YG-Y-:whisk
			3-G-Y-:whiff
		2----G:onion
			3--YGG:bison
			3YG--G:known
			3Y--GG:swoon
		2Y-YY-:scrub
			3GGGG-:scrum
			3GGYG-:scour
			3-GYG-:occur
		2-Y---:howdy
			3Y-Y--:swish
			3GG--G:hobby
			3Y---G:fishy
		2Y---Y:sonic
			3-GGGG:ionic
			3--YYY:icing
			3-YY-Y:knock
		2G----:civic
			3G----:comfy
			3G--GG:comic
		2--GYY:round
			3Y-GG-:wrung
			3Y-GGY:drunk
		2YYY-Y:hunch
			3-GGGG:munch
				4-GGGG:bunch
		2G---Y:conic
			3G-GGG:cynic
			3GGG--:condo
		2Y--Y-:frock
			3-G-GG:brick
			3-YYYY:rocky
		2-Y-YY:horny
			3GGYY-:honor
		2--YG-:quirk
			3-G-G-:furry
		2GG---:chick
			3GG-GG:chock
		2YG---:shock
			3-G-G-:which
		2-YG--:bough
			3-GGGG:dough
		2-YGY-:brush
			3-YG-G:rough
		2-GYY-:shrub
			3GGGG-:shrug
		2-Y-G-:hydro
			3YG-G-:myrrh
		2YY--Y:winch
			3-GGGG:finch
		2-G--Y:whiny
			3-GGGG:shiny
		2GYG--:couch
			3GGG-G:cough
		2G--YY:corny
			3GYYGG:crony
		2G-YY-:curio
			3GGG--:curvy
		2--GY-:gruff
			3-GG--:druid
		2GY--Y:cinch
			3G-GGG:conch
		2-G--G:shown
		2YY-Y-:birch
		2G--YG:crown
		2-G-YY:rhino
		2-YG-Y:hound
		2-G-G-:shirk
		2YYG--:vouch
		2-G-GG:shorn
		2Y--G-:micro
		2Y---G:scion
		2G-YG-:curry
		2G-Y--:cubic
		2GYGY-:crush
		2G-Y-G:cumin
		2-GG--:shush
		2YYY--:duchy
		2Y--GG:scorn
		2Y-G-Y:snuck
		2--G--:squib
		2--Y-G:union
		2YGG--:shuck
		2--GG-:gourd
		2GGG-Y:chunk
		2--GGG:mourn
		2GGG--:chuck
		2G-GY-:crumb
		2Y-YYY:incur
		2---GG:sworn
		2-YY-Y:hunky
		2-YYY-:humor
		2-YYG-:hurry
		2GG-G-:chord
		2GG-Y-:choir
	1----Y:drier
		2---GG:newer
			3---GG:cyber
				4---GG:homer
					5-G-GG:joker
					5GG-GG:hover
					5-Y-GG:offer
					5Y--GG:usher
					5-GYGG:mover
				4--YGG:boxer
				4-Y-GG:foyer
				4--GGG:sober
				4-YYGG:buyer
				4G--GG:cover
			3-Y-GG:cheer
				4--YGG:ember
				4-GGGG:sheer
				4--GGG:queer
			3--GGG:sower
				4-GGGG:cower
					5-GGGG:mower
			3-GGGG:fewer
				4-GGGG:sewer
			3-G-GG:sever
				4-GGGG:fever
			3YY-GG:sneer
			3GG-GG:never
			3--YGG:wooer
			3Y--GG:goner
			3Y-YGG:owner
		2---G-:semen
			3---GG:woven
				4-GGGG:coven
				4GG-GG:woken
			3---G-:covey
				4-G-GG:gooey
			3---GY:honey
				4-GGGG:boney
			3--GGG:hymen
				4--GGG:women
			3GG-GG:seven
			3-Y-GG:queen
			3GY-GG:sheen
			3-Y-G-:cheek
			3--YGY:money
			3Y--GY:nosey
		2---Y-:beech
			3-Y---:enjoy
				4GG-GG:envoy
			3YY---:ebony
			3--GYY:chess
			3-GG--:geeky
			3--GGY:check
			3GG-GG:bench
			3-G-GG:wench
			3--G--:guess
			3GGG--:beefy
			3-YG--:enemy
			3GG---:begun
			3-G-Y-:gecko
			3-G---:venom
		2--YGG:finer
			3-G-GG:miser
				4-G-GG:giver
				4-GGGG:wiser
			3GG-GG:fixer
				4GG-GG:fiber
			3YYYGG:infer
			3-GGGG:miner
			3-YGGG:inner
			3-GYGG:nicer
		2-Y-Y-:serum
			3-GG--:heron
				4-GG--:jerky
			3YGG--:verso
			3-YY--:every
			3YGYG-:rebus
			3-GG-Y:mercy
			3-YYY-:query
		2-Y-GG:rover
			3GG-GG:roger
				4GG-GG:rower
			3Y--GG:surer
			3G--GG:refer
			3YG-GG:corer
		2Y--G-:unfed
			3-G-GG:kneed
			3GG-GG:unwed
			3Y--GG:bused
			3---GY:modem
			3---GG:embed
		2--GY-:feign
			3-YGYY:eking
				4G-GGG:eying
			3-GGG-:weigh
			3-GGGY:neigh
			3-GGYY:being
		2YG-G-:creed
			3-GGGG:breed
				4-GGGG:freed
					5-GGGG:greed
		2-Y-YY:ferry
			3-GGGG:merry
				4-GGGG:berry
			3-GGY-:rerun
		2Y--Y-:endow
			3Y-Y-Y:weedy
			3Y-Y--:seedy
			3YYY--:needy
		2--YY-:ennui
			3YY--Y:begin
			3Y---Y:sheik
		2--YG-:given
			3-G-GY:sinew
			3-GYGG:vixen
		2Y-YG-:index
			3Y-GG-:video
			3YYGG-:widen
		2-YYY-:fiery
			3YYYY-:serif
			3-YYY-:resin
		2G--Y-:demon
			3GG---:debug
			3GG-G-:decoy
		2-Y-G-:shrew
			3--YGG:renew
			3G-GGG:screw
		2Y--GG:udder
			3G-GGG:under
			3-GGGG:odder
		2-G-Y-:fresh
			3-GG--:wreck
			3-GGG-:cress
		2Y-YY-:fiend
			3-YY-Y:medic
		2-YYG-:risen
			3YGYGG:siren
		2YGGG-:fried
			3-GGGG:cried
		2-YYGG:river
			3GG-GG:riser
		2YY-Y-:nerdy
			3-GYGG:reedy
		2G--YG:demur
			3GG--G:decor
		2Y-YGG:wider
			3-GGGG:cider
		2G-YGG:diner
			3GG-GG:diver
		2GY-Y-:derby
			3GGY-G:decry
		2-GGG-:grief
			3-GGGG:brief
		2-G-G-:creek
			3-GGG-:green
		2Y-GG-:shied
		2-GGGG:crier
		2Y-GY-:edify
		2G-YY-:denim
		2-G-GG:freer
		2G-GY-:deign
		2YY-G-:rodeo
		2-YGY-:reign
		2YY-GG:ruder
		2G--G-:dozen
		2G-YG-:dicey
		2G--GG:defer
		2-G-YG:error
		2GG-Y-:dress
		2YYGY-:weird
		2--GG-:chief
		2--GGG:skier
		2YYYGG:rider
		2GG-GG:dryer
		2YG-Y-:credo
		2-Y-YG:recur
		2---YG:femur
		2GGGG-:dried
		2YG-GG:order
	1--Y--:manor
		2-G---:basic
			3-G---:gaudy
				4-G-GG:daddy
				4-G--G:jazzy
				4-G--Y:kayak
				4GG--G:gawky
			3-GG--:sassy
				4-GGGG:gassy
			3GG---:baggy
				4GG--G:bawdy
			3-G--Y:wacky
				4-GY-G:caddy
			3-GYY-:daisy
			3-GY-Y:saucy
			3GGGG-:basis
			3-GY--:savvy
			3YG--Y:cabby
		2-G--Y:hardy
			3-GYY-:rabid
				4GG-GY:radii
			3-GY--:rabbi
			3-GY-G:fairy
			3-GYYG:dairy
			3YGY--:rajah
			3GGG-G:harry
			3GGG--:harsh
			3GGY-G:hairy
			3-GG-G:carry
		2GG---:mamma
			3GG---:magic
			3GG-GG:magma
			3GGY--:maxim
			3GGY-Y:madam
			3GG--G:mafia
			3GG--Y:macaw
			3GGGG-:mammy
		2-GG--:canny
			3-GG-G:dandy
				4-GGGG:handy
					5-GGGG:sandy
			3-GGGG:fanny
				4-GGGG:nanny
			3YGG-G:fancy
			3GGG-G:candy
		2-Y-YY:borax
			3-GGG-:foray
			3-YYG-:croak
			3-YYY-:agora
			3YGYY-:cobra
			3GYYG-:broad
		2-Y--G:cigar
			3-Y-GG:briar
				4-GGGG:friar
			3YG-GG:vicar
			3--GGG:sugar
			3--GYG:augur
		2-Y---:abyss
			3G----:affix
			3YY-Y-:scuba
			3G-YYY:assay
			3Y--Y-:squad
		2-GY--:basin
			3-GY-Y:sauna
			3YG-GG:cabin
			3-G--Y:fauna
		2GGG--:manga
			3GGGG-:mangy
			3GGG-G:mania
			3GGG--:manic
		2-YYYY:acorn
			3Y-GYG:groan
			3Y-YYG:organ
			3G-GGG:adorn
		2YYYY-:nomad
			3YYYY-:among
			3YGGG-:woman
		2-Y-GG:ardor
			3GG-GG:arbor
			3G--GG:abhor
		2YY---:sigma
			3YY-YY:amiss
			3G--YY:sumac
		2GG--Y:marsh
			3GGG-G:march
			3GGG--:marry
		2-YY--:aging
			3Y-GG-:china
			3G-GY-:avian
		2-Y--Y:array
			3G-G--:acrid
			3Y-G--:circa
		2YY--Y:rumba
			3YYYYG:umbra
			3Y-Y-Y:scram
		2-G-G-:bayou
			3-G-G-:havoc
			3-GYG-:savoy
		2-Y-Y-:vodka
			3-YG-Y:audio
			3YYY-Y:avoid
		2-G-GG:favor
			3-G-GG:razor
			3-GGGG:savor
		2GG-Y-:macho
			3GG--G:mambo
		2-GY-Y:rainy
			3YGGY-:cairn
		2-GG-Y:randy
			3GGG--:ranch
		2GG-GG:major
			3GG-GG:mayor
		2YY-Y-:comma
			3-G-GG:dogma
		2YYY--:human
			3--GYG:admin
		2-GYG-:wagon
			3-G-GG:bacon
		2-YY-Y:angry
			3YY-Y-:urban
		2-G-YY:radio
			3YG--G:cargo
		2-GYGY:baron
			3-GYGG:rayon
		2-YYGY:arson
		2-YG--:ninja
		2-YGYG:sonar
		2-YGY-:gonad
		2-Y-GY:arrow
		2-YGG-:annoy
		2-G--G:radar
		2-G-Y-:cacao
		2YY-GG:armor
		2-GY-G:nadir
		2YY-G-:axiom
		2YY-YY:aroma
		2-GGY-:banjo
		2YG---:gamma
		2GGYG-:mason
		2YG--Y:karma
		2GY-Y-:mocha
		2GGGY-:mango
		2-GGG-:canon
		2GG-YY:macro
		2-Y-G-:cocoa
		2-YYY-:agony
		2-YYG-:axion
	1----G:drone
		2-Y--G:serve
			3--Y-G:fibre
				4---YG:rhyme
			3-GG-G:eerie
				4-GG-G:merge
			3-GGGG:verve
			3GYG-G:scree
			3YGGYG:verse
			3-YY-G:where
			3Y-G-G:curse
			3--GGG:curve
			3YGY-G:reuse
			3-GGYG:verge
			3G-Y-G:shire
			3G-G-G:surge
			3-GYYG:revue
		2---YG:since
			3-GGGG:wince
				4-GGGG:mince
			3--GGG:fence
				4-GGGG:hence
			3-GG-G:hinge
				4-GGGG:binge
			3G-G-G:sense
			3-YG-G:genie
			3--G-G:venue
			3-YY-G:knife
			3GGG-G:singe
			3-GYGG:niece
			3Y-Y-G:ensue
			3-GYYG:niche
		2----G:segue
			3Y--GG:issue
			3GYY-G:siege
			3YGY-G:geese
			3--GGG:fugue
			3-G--G:femme
			3-Y--G:emcee
			3GG--G:seize
			3GY--G:sieve
			3---GG:imbue
			3-Y-GG:queue
			3---YG:juice
			3----G:chime
			3Y-YYG:guise
		2--G-G:moose
			3--G-G:choke
				4--GGG:evoke
			3--GGG:chose
				4-GGGG:whose
			3-GGGG:goose
			3Y-GYG:smoke
			3--GYG:shove
			3Y-G-G:biome
			3-GG-G:booze
		2-YY-G:forge
			3-GG-G:worse
				4-GGGG:horse
			3-GY-G:rouse
			3-GGGG:gorge
			3-GYYG:rogue
			3GGG-G:force
			3-GYGG:rouge
			3-YY-G:ombre
		2Y---G:budge
			3--GGG:wedge
				4--GGG:midge
				4-GGGG:hedge
			3-GGGG:fudge
				4-GGGG:judge
			3-GYYG:guide
			3--Y-G:chide
		2--Y-G:mouse
			3-GGGG:house
			3-GY-G:vogue
			3-Y-GG:obese
			3-G--G:voice
			3GG--G:movie
			3-GG-G:gouge
		2-G--G:grime
			3-G-GG:creme
			3-GGGG:crime
			3-GG-G:bribe
		2-Y-YG:genre
			3--YYG:nurse
			3-GYYG:nerve
			3--GYG:rinse
		2---GG:swine
			3G--GG:scene
			3G-GGG:shine
			3-YGGG:whine
		2-YG-G:chore
			3Y-GGG:score
			3-GGGG:shore
			3--GGG:swore
		2Y--YG:undue
			3-GY-G:snide
			3YYG-G:nudge
		2--GGG:scone
			3G-GGG:shone
			3--GGG:ozone
		2-GG-G:grove
			3-GG-G:broke
				4-GG-G:froze
		2--YYG:ounce
			3Y-Y-G:noise
		2YG--G:bride
			3-G-GG:crude
		2-G-GG:brine
			3-GGGG:urine
		2--GYG:gnome
			3-YG-G:noose
		2G--YG:dunce
			3G-G-G:dense
		2GGG-G:drove
		2G---G:deuce
		2YY--G:ridge
		2GG--G:drive
		2YGG-G:erode
		2G-G-G:diode
		2-GGGG:crone
		2Y-Y-G:oxide
		2G-Y-G:dodge
		2GY--G:dirge
		2YYY-G:horde
		2--YGG:ovine
		2-YYGG:borne
		2-YGYG:snore
	1---Y-:snout
		2----Y:hitch
			3-GGGG:ditch
				4-GGGG:witch
			3-GY--:timid
			3YYYG-:thick
			3YYYY-:itchy
			3YYY-G:thigh
			3YYY--:third
			3-YYG-:trick
		2--Y-Y:motor
			3-GY--:toxic
				4GG---:toddy
			3--YGY:throw
				4GGGG-:throb
			3-GGGG:rotor
			3-GY-Y:torch
			3GGG--:motif
			3-GG--:botch
		2----G:drift
			3--Y-G:might
				4-GGGG:wight
					5-GGGG:tight
			3--G-G:twixt
			3-YY-G:right
			3--YYG:fight
			3G-Y-G:digit
		2--YYY:outgo
			3YYYG-:tough
			3YGG--:tutor
			3YGY--:tumor
			3GGG-G:outdo
			3YYY--:touch
			3-GY-G:turbo
		2Y---G:first
			3--YGG:tryst
			3-Y-GG:twist
			3-G-GG:midst
			3-G-YG:visit
			3-YYGG:wrist
		2G-G-Y:stork
			3GGGG-:story
				4GGGG-:storm
			3GGG--:stood
				4GGG--:stoic
			3GGG-G:stock
		2---YY:thumb
			3YYY--:dutch
				4-GGGG:hutch
			3G-G--:truck
			3YYY-Y:butch
		2Y-Y-G:moist
			3-GGGG:hoist
				4-GGGG:joist
					5-GGGG:foist
			3-G-GG:worst
		2G---G:shift
			3G-G-G:skirt
			3GYY-G:sight
			3GGG-G:shirt
			3G-GGG:swift
		2--Y-G:robot
			3--YGG:bigot
			3YYG-G:orbit
			3---GG:idiot
			3-G--G:vomit
		2Y-G-G:roost
			3Y-GGG:frost
			3-GGGG:boost
			3--GGG:ghost
		2G--YY:stuck
			3GGG--:study
				4GGG--:stuff
		2Y--YG:crust
			3-GGGG:trust
			3-YYGG:burst
		2G-GGG:stout
			3G-GGG:shout
				4G-GGG:scout
		2-YY-Y:toxin
			3YG--Y:notch
			3GG-GY:tonic
		2-Y-YG:burnt
			3GYYGG:brunt
			3-YYGG:grunt
		2-Y--Y:tying
			3G-GG-:think
			3G-GGG:thing
		2--YYG:doubt
			3-YY-G:ought
			3-GG-G:court
		2-YYYG:mount
			3-GGGG:count
		2GY-YG:shunt
			3G-GGG:stunt
		2GY-YY:stung
			3GGGG-:stunk
		2G-G-G:short
			3GGG-G:shoot
		2-Y-YY:tunic
			3GYY--:trunk
		2--GGG:trout
			3-GGGG:grout
		2GY--Y:stink
			3GGGG-:sting
		2-YG-Y:thorn
			3GGG-Y:thong
		2G---Y:stick
			3GGG--:stiff
		2-YG-G:front
		2Y-YYG:joust
		2-YYGG:donut
		2-YY-G:joint
		2Y-YGY:torus
		2-GY-G:ingot
		2-GY-Y:intro
		2G--GG:strut
		2-G-GG:uncut
		2GYG-Y:stony
		2-G-YG:unfit
		2---GY:thrum
		2Y-Y-Y:torso
		2GY--G:stint
		2-Y--G:night
		2GGG-G:snort
		2Y--YY:truss
		2---YG:fruit
		2--G-G:droit
	1-Y---:could
		2---G-:swill
			3--YGY:filly
				4-GGGG:billy
					5-GGGG:hilly
			3--GGG:grill
				4-GGGG:krill
					5-GGGG:frill
			3-Y-G-:wryly
			3G--G-:shyly
			3G-GGG:skill
			3G-YGY:silly
			3--YG-:girly
			3-YYGY:willy
		2---Y-:silky
			3-GY-Y:vinyl
			3GYY--:swirl
			3-GGGG:milky
			3-GG-G:filmy
			3-YY-Y:lying
			3-YY--:whirl
			3-GY--:vigil
		2--YG-:bully
			3-GGGG:gully
				4-GGGG:fully
					5-GGGG:sully
			3-G-GG:surly
			3GG-GG:burly
			3-GYG-:quill
		2-G-G-:folly
			3-GGGG:jolly
				4-GGGG:holly
					5-GGGG:golly
			3-G-GG:nobly
				4-G-GG:wooly
			3-GYGG:lowly
		2-Y-Y-:lingo
			3Y-Y-Y:nylon
			3YY--Y:broil
			3Y--YY:growl
			3GG--G:limbo
			3YY-YG:igloo
		2Y-YY-:gulch
			3-GYGG:lunch
				4GG-GG:lurch
			3-GGGG:mulch
			3-GYY-:lucky
		2---GY:idyll
			3YYYG-:dimly
			3YYYGY:dilly
			3YY-GG:drill
			3-YGG-:dryly
		2-G-Y-:lobby
			3YG---:folio
			3GG---:login
			3GG--G:lorry
		2--GG-:skulk
			3GGGG-:skull
		2-Y-GY:droll
			3Y-YG-:oddly
		2GG-Y-:colon
			3GGGG-:color
		2--YGG:guild
			3-GGGG:build
		2-G-GY:godly
			3-GYGG:dolly
		2--YY-:sulky
			3-GGGG:bulky
		2Y--Y-:lynch
			3GG-Y-:lyric
		2G--G-:chill
			3GGGG-:chili
		2-Y-YY:drool
		2Y-YYG:lucid
		2-Y-G-:knoll
		2G--GG:child
		2GG-G-:coyly
		2YY-GG:scold
		2-YYY-:ghoul
		2-G-GG:world
		2YY-Y-:scowl
		2-G-YG:solid
		2-G-YY:moldy
		2G--Y-:civil
		2-GYY-:mogul
		2G-YG-:curly
		2YG-Y-:logic
		2YGYY-:locus
		2-GGGG:would
		2Y--G-:icily
		2--YGY:dully
		2--YYG:lurid
		2-GGY-:lousy
		2---YG:livid
	1---YY:reset
		2Y--GY:outer
			3--YGG:tiger
				4GG-GG:timer
			3--YGY:threw
				4G-YG-:tried
			3Y-GGG:voter
			3G-YGG:other
			3-GYGG:tuber
			3G-GGG:otter
			3Y-YGG:tower
			3-YYGG:truer
			3--GGG:inter
			3-YGGG:utter
		2---GG:comet
			3---GG:quiet
				4-G-GG:duvet
			3GG-GG:covet
			3YY-GG:octet
			3--GGG:unmet
		2-YY-G:guest
			3--YGG:exist
			3-GGGG:quest
			3--GYG:scent
			3--GGG:chest
		2-Y--G:edict
			3G-GGG:evict
			3G-Y-G:eight
			3Y---G:theft
		2GG--G:rebut
			3GG--G:remit
				4GG-GG:refit
			3GG-GG:recut
		2-G--Y:fetid
			3-GY-Y:teddy
			3-GG-Y:detox
			3GGG--:fetch
		2---GY:totem
			3G--G-:thief
			3GG-G-:token
			3-YGG-:often
		2YY--Y:their
			3G-G-Y:trend
			3Y-Y-Y:entry
		2GG--Y:retro
			3GGGG-:retry
			3GGG--:retch
		2-G--G:debit
			3-GYGG:befit
			3GGG-G:debut
		2-YY-Y:stein
			3YGY--:ethos
		2YG--Y:tenor
			3YG-YY:metro
		2YY--G:inert
			3--GGG:overt
		2-Y-YG:event
			3G-G-G:eject
		2-YYGG:sweet
			3G-GGG:sheet
		2-G-GG:tenet
			3-G-GG:beget
		2--GGG:onset
			3-GGGG:unset
		2YY-YG:erect
			3GYG-G:exert
		2YY-GY:enter
			3G-YGG:ether
		2YY-GG:greet
			3YYYGG:egret
		2YYY-G:wrest
			3-GGGG:crest
		2YG-GY:deter
			3-GGGG:meter
		2YYYGY:ester
			3YYYGG:steer
		2YYY-Y:stern
		2G--GG:rivet
		2YG--G:merit
		2-YYGY:steed
		2-GY-Y:fetus
		2-GY-G:heist
		2YG-GG:beret
		2-Y-GG:tweet
		2-Y-GY:tweed
		2-Y--Y:ethic
		2-GGGG:beset
	1--G--:crash
		2-GG--:brand
			3GGGY-:brawn
				4GGG-G:brain
			3-GGYY:drain
				4GGG-G:drawn
			3-GGGG:grand
			3-GGGY:drank
			3GGG-G:braid
			3-GGG-:frank
			3GGG--:bravo
			3-GG--:gravy
			3-GG-Y:drama
			3-GG-G:fraud
			3-GGY-:grain
		2-YG--:dwarf
			3Y-GG-:board
				4--GGG:guard
			3--GG-:ovary
				4--GG-:quark
			3YGGG-:award
			3G-GG-:diary
		2--GGG:swash
			3--GGG:gnash
				4--GGG:quash
			3-GGGG:awash
			3G-GGG:smash
		2--GYY:shady
			3GGG-G:shaky
			3GGG--:shank
		2Y-G--:aback
			3--GGG:quack
				4--GGG:knack
		2GGG--:crank
			3GGG-G:crack
			3GGG--:crazy
		2--G--:again
			3--G--:foamy
			3YYG--:guava
		2GYG-Y:charm
			3GGGG-:chard
			3GGGY-:chair
		2-YG-Y:hoard
			3Y-GG-:wharf
		2Y-GY-:smack
			3G-GGG:snack
		2--GG-:quasi
			3--GG-:amass
		2--GY-:swami
			3G-G--:snaky
		2-YGYY:shard
			3GGGG-:shark
		2-GGG-:brass
			3-GGGG:grass
		2YYGY-:scarf
			3GGGG-:scary
		2G-G-Y:chaff
			3GGG--:chain
		2Y-G-Y:whack
		2YGG--:wrack
		2Y-GYY:shack
		2GGGG-:crass
		2G-GGY:chasm
		2YYG-G:roach
		2G-G-G:coach
		2--G-Y:khaki
		2G-GYY:chaos
		2-GGGG:brash
		2-YGY-:swarm
	1-YY--:solar
		2--YY-:gaily
			3-G-GG:badly
				4-G-GG:manly
				4-GGGG:madly
			3-Y-Y-:awful
				4G--GG:annul
			3-YYY-:anvil
			3-GGGG:daily
			3GG-GG:gayly
			3YG-Y-:laugh
			3-G-YG:lanky
			3-G-G-:caulk
			3-GYY-:cavil
		2-GYG-:local
			3-G-GG:modal
				4-G-GG:zonal
			3-GGGG:focal
				4-GGGG:vocal
			3GG-GG:loyal
		2--YG-:banal
			3-GGGG:canal
			3-Y-GG:axial
			3YG-GG:cabal
			3--GGG:final
			3-GYGG:naval
		2--GY-:valid
			3GYGY-:villa
			3-GG-Y:dally
			3-GG--:balmy
		2--YGY:mural
			3--YGG:rival
			3-GGGG:rural
			3--GGG:viral
		2Y-YG-:nasal
			3-GGGG:basal
			3--YGG:usual
		2--GG-:lilac
			3-YGG-:inlay
			3--GG-:bylaw
		2-GYGY:coral
			3-GYGG:royal
			3-GGGG:moral
		2G-GY-:sally
			3GGG--:salsa
		2GYGY-:salon
			3GGGY-:salvo
		2-YYY-:viola
			3--GYY:afoul
		2--GYY:rally
		2GYYG-:shoal
		2Y-YY-:basil
		2-YGYG:valor
		2-YGY-:aglow
		2G-GG-:salad
		2G-YY-:sadly
		2-GGGG:molar
		2-YYYY:carol
		2-YYYG:labor
		2-YYG-:offal
		2--YGG:lunar
		2YYYY-:lasso
		2--YYY:larva
		2-GYY-:voila
	1--Y-Y:amber
		2Y--GG:wager
			3-G-GG:safer
				4-G-GG:racer
					5GG-GG:rarer
				4GG-GG:saner
			3GG-GG:waver
				4GG-GG:wafer
			3-GYGG:gazer
				4GG-GG:gayer
			3-GGGG:eager
		2Y--Y-:sneak
			3-YGY-:hyena
			3-GGGY:knead
			3Y-YG-:essay
			3--YG-:decay
			3-YGG-:ocean
			3GYYG-:sedan
			3-YYG-:vegan
		2Y--YY:creak
			3-GGGG:freak
				4-GGGG:wreak
			3-GGG-:dread
		2Y--G-:haven
			3-G-GG:oaken
				4-G-GG:waxen
			3-G-G-:cagey
		2Y-YYY:break
			3YYYG-:rehab
			3GGGG-:bread
		2YY-Y-:media
			3YY--G:enema
			3GG--G:mecca
		2Y--YG:swear
			3--YGG:cedar
			3G-GGG:shear
		2G--G-:askew
			3G--G-:annex
			3GG-G-:ashen
		2Y-GYG:rebar
			3-GGGG:debar
		2YY-YY:dream
			3-GGGG:cream
		2YY-GY:harem
			3-GYGY:ramen
		2YY-GG:gamer
			3-GYGG:maker
		2G--GG:aider
			3G--GG:anger
		2G-GG-:abbey
		2YG-YG:smear
		2Y-YGG:baker
		2YG-Y-:omega
		2YY-G-:cameo
		2G--YY:arena
		2Y--GY:raven
		2G--Y-:ahead
		2Y-YY-:began
		2Y-GY-:kebab
		2GG-Y-:amend
		2Y-GYY:zebra
	1-Y--Y:hello
		2-GY--:rebel
			3-GYGG:bevel
				4GG-GG:bezel
			3YG-GY:lever
			3GG-GG:revel
			3YG-YY:leery
			3YG--Y:lemur
			3-G--Y:leggy
			3-G--G:devil
			3-G-GG:jewel
		2-YY--:liner
			3Y--GY:gruel
				4-GGGG:cruel
			3Y--G-:excel
			3GG-GG:liver
			3GGYG-:liken
			3Y-YG-:kneel
			3G-YG-:lumen
			3GGGG-:linen
		2-YY-Y:vowel
			3-GGGG:dowel
				4-GGGG:bowel
			3-G-GG:model
			3-GGGY:lower
			3YG-GY:lover
			3YG-GG:novel
			3-G-GY:loser
		2-YYG-:swell
			3-GGGG:dwell
			3--GGG:quell
			3G-GGG:smell
		2-GG-Y:melon
			3-GGGG:felon
			3-GGG-:below
		2YGG--:belch
			3-GGGG:welch
			3-GG-G:welsh
		2-Y-G-:yield
			3-GGGG:field
				4-GGGG:wield
		2-YG--:idler
			3Y-GGG:filer
			3--GGG:ruler
		2-GGG-:belly
			3-GGGG:jelly
		2YY-G-:shelf
		2-GG--:relic
		2-YYY-:libel
		2-YG-Y:golem
		2GYY-Y:hovel
		2-G-G-:newly
		2-GGGG:cello
		2-GY-Y:lemon
		2-GYY-:level
		2GGG--:helix
		2YGY--:leech
		2YYYG-:shell
		2YYY--:wheel
	1--YY-:tango
		2YG---:habit
			3YG--Y:watch
				4-GGGG:catch
					5-GGGG:match
			3-G--Y:datum
				4-GG--:satyr
			3YGY-Y:batch
			3-G-YG:waist
			3YG--G:yacht
			3-G--G:carat
			3GG--Y:hatch
		2YY---:audit
			3Y---Y:stray
				4GGGG-:straw
			3G-YGG:admit
			3G---Y:artsy
			3G--GY:attic
			3YY--G:squat
		2YGY--:jaunt
			3-GGGG:haunt
				4-GGGG:daunt
					5-GGGG:vaunt
			3-G-GG:saint
				4-GGGG:faint
			3-G-YY:satin
		2YY--Y:about
			3G-G-G:afoot
			3GGY-G:abbot
			3GGG-G:abort
			3G-Y-G:ascot
			3G-Y-Y:actor
		2GG---:tacit
			3GG---:tardy
				4GG--G:tabby
					5GG--G:taffy
			3GGG--:tacky
		2GGY--:taunt
			3GG-G-:tawny
			3GG-GG:taint
		2GY---:triad
			3G-YY-:tibia
		2GYY--:titan
		2YYYY-:angst
		2YYY--:antic
		2GG--Y:tarot
		2GG--G:taboo
		2YGYY-:gaunt
		2GYGGY:tonga
		2YGY-Y:baton
		2GY--Y:today
		2GGGG-:tangy
		2YG-Y-:gamut
		2YG--G:ratio
	1-G---:flunk
		2-G---:slimy
			3-G-Y-:gloom
				4-GGGG:bloom
			3-GGG-:climb
			3YGG--:bliss
			3GG--G:slyly
			3-G--G:glory
			3GG---:slosh
			3-G---:blood
			3YG---:gloss
		2-G--G:click
			3-G-GG:block
			3GG-GG:clock
			3-GGGG:slick
		2-G-G-:cling
			3-G-G-:blond
			3-GGGG:sling
			3-GGG-:blind
		2-G-GG:blink
			3-GGGG:clink
				4-GGGG:slink
		2GGG--:fluff
			3GGG--:fluid
				4GGG--:flush
		2GG---:flood
			3GGGG-:floor
			3GGG--:floss
		2-GG--:blush
			3-GGGG:slush
			3GGG--:blurb
		2GG--G:flick
			3GG-GG:flock
		2-GGG-:slung
			3-GGGG:clung
		2-G-Y-:blown
			3-GGGG:clown
		2-GG-G:cluck
		2GG-G-:fling
		2-GY--:cloud
		2YG---:cliff
		2GG-Y-:flown
		2GGGG-:flung
		2YGG--:bluff
		2GGY--:flour
		2-GGGG:slunk
	1---G-:north
		2---G-:ditty
			3-GGGG:kitty
				4-GGGG:bitty
					5-GGGG:witty
			3-G-GG:fifty
				4-G-GG:sixty
			3---GG:musty
				4-GGGG:gusty
			3G--GG:dusty
		2-G-GG:sooth
			3-G-GG:youth
				4-GGGG:mouth
			3-GGGG:tooth
				4-GGGG:booth
			3GG-GG:south
		2---GG:sixth
			3-G-GG:width
				4-G-GG:fifth
			3GY-GG:smith
		2--GGG:girth
			3-GGGG:birth
				4-GGGG:mirth
		2-G-G-:sooty
			3-GYG-:motto
			3-GGGG:booty
		2-YYGG:froth
			3-GGGG:broth
		2Y--G-:minty
			3-YYGG:unity
		2-Y-G-:ditto
			3---GG:gusto
		2-GGGG:forth
			3-GGGG:worth
		2--YG-:rusty
			3Y--G-:fritz
		2-Y-GG:quoth
		2--GG-:dirty
		2G--GG:ninth
		2-GGG-:forty
		2G--G-:nutty
		2--YGG:truth
		2YG-GG:month
		2YY-G-:junto
	1--Y-G:amuse
		2Y---G:farce
			3-G--G:waive
				4-G--G:badge
				4-GGGG:naive
			3-G-YG:canoe
				4GG--G:cache
			3-GY-G:range
			3-G-GG:dance
			3-GGYG:carve
			3-GG-G:barge
			3YG--G:gaffe
		2G---G:adobe
			3G---G:agree
				4G-Y-G:afire
			3GY-YG:abide
			3GYG-G:anode
			3GYGYG:abode
			3GGG-G:adore
			3G-GYG:above
			3G-G-G:awoke
		2YY--G:mange
			3GG--G:maize
				4GG--G:maybe
		2Y-G-G:gauze
			3GGG-G:gauge
		2G--GG:arise
			3GG-GG:arose
		2G--YG:aside
		2Y--GG:raise
		2Y-Y-G:vague
		2Y-GYG:sauce
		2Y-GGG:cause
		2GY--G:anime
		2G-GGG:abuse
		2YY-GG:masse
		2G-Y-G:argue
		2YYG-G:mauve
		2G-G-G:azure
	1Y----:crisp
		2----Y:dumpy
			3-G-GG:guppy
			3--GGY:nymph
			3-GGGG:jumpy
			3-GGG-:humph
		2---YY:spunk
			3GG---:spoof
			3GG--G:spook
			3GG-Y-:spoon
		2--Y-Y:hippy
			3-G-GG:wimpy
			3GGGG-:hippo
		2--GYY:spiny
			3GGG-G:spiky
		2---YG:snoop
			3G-GGG:swoop
		2GG--G:croup
			3GG-YG:crump
		2-G--G:group
			3-GG-G:droop
		2-Y-YG:usurp
			3YY-YG:syrup
		2--G-Y:opium
		2Y--YG:scoop
		2--GYG:skimp
		2-Y--Y:morph
		2-Y-YY:spurn
		2G---G:chump
		2-YYYY:sprig
		2GYG-G:chirp
		2Y-GYY:spicy
		2--YGY:gipsy
		2----G:whoop
		2GGG-G:crimp
		2--Y-G:unzip
		2---GY:gypsy
		2--YYY:wispy
	1--G-G:crave
		2--G-G:snake
			3--G-G:amaze
				4G-G-G:adage
				4-GG-G:image
			3G-G-G:shame
				4GGG-G:shade
			3Y-G-G:abase
				4--GYG:usage
			3--GGG:awake
				4--GGG:quake
			3G-GGG:shake
			3-GG-G:inane
		2-GG-G:grade
			3-GG-G:brake
				4-GG-G:frame
					5-GG-G:erase
			3-GGYG:drake
			3GGG-G:graze
		2--GGG:heave
			3--GGG:knave
				4--GGG:suave
			3Y-GGG:shave
			3-GGGG:weave
		2G-G-G:chase
			3GGG-G:chafe
			3G-GGG:cease
		2-YG-G:snare
			3G-GGG:share
			3--GGG:aware
		2YGG-G:grace
			3-GGGG:brace
		2-GGGG:grave
			3-GGGG:brave
		2GGG-G:craze
			3GGG-G:crane
		2YYG-G:scare
		2--GYG:evade
	1--GY-:chart
		2--G-Y:stand
			3GGGG-:stank
			3-YGG-:twang
			3GGGY-:stain
			3GGG-G:staid
			3GGG--:staff
		2--GYG:graft
			3-YG-G:roast
			3-GGGG:draft
			3-GG-G:trait
			3GGG-G:grant
		2--G-G:toast
			3--G-G:giant
				4-YG-G:await
			3-GGGG:boast
		2--GGG:start
			3G-GGG:smart
			3--GGG:quart
		2--GGY:tiara
			3Y-GG-:stark
		2--GYY:stair
			3-YGGY:train
		2Y-G-G:scant
		2G-G-G:coast
		2G-GYG:craft
		2-GG-Y:thank
		2-GG-G:shaft
		2-YGYY:trash
		2-YG-Y:stash
		2Y-G-Y:stack
		2Y-GYY:track
		2Y-GYG:tract
		2GGG-G:chant
	1--YYY:cater
		2-YYY-:steak
			3GGGG-:stead
				4GGGG-:steam
			3-YGY-:agent
			3GYGG-:sweat
			3-YGG-:wheat
			3-YGGG:tweak
			3-YYG-:begat
		2-YYYY:great
			3-GGGY:tread
			3-GGGG:treat
			3-YGYG:avert
			3-YYYY:terra
		2-GGGG:hater
			3-GGGG:eater
				4-GGGG:water
		2-GYGG:tamer
			3GG-GG:taker
		2-GGG-:eaten
			3-GGG-:matey
		2-YGYY:extra
		2-GYG-:taken
		2GYYY-:cheat
		2-YYG-:asset
		2-YGGG:after
		2GGYG-:cadet
		2YGYG-:facet
	1-YY-Y:lager
		2YY-Y-:delay
			3YYYG-:ideal
			3YGYG-:medal
			3-GYG-:fecal
			3-GGY-:fella
			3-YYG-:equal
			3GGYG-:decal
		2YG-G-:hazel
			3-G-GG:easel
				4-G-GG:navel
					5-G-GG:camel
		2YY-YY:relax
			3YGYG-:feral
			3GGGG-:relay
			3GGYG-:renal
		2GG-G-:label
			3GG-G-:laden
		2GYGY-:legal
		2YGYG-:gavel
		2YYGYY:regal
		2YGGG-:bagel
		2YY-G-:abled
		2YYGG-:angel
		2YG-YY:early
		2GG-GG:layer
		2YG-GG:baler
	1G----:pouch
		2GY---:proof
			3GGG--:proxy
				4GGG--:prong
			3GGY--:primo
			3GG-G-:prior
		2G----:piggy
			3G-G-G:pygmy
			3GG--G:pinky
			3GY---:prism
			3GY--G:privy
		2G-Y--:pudgy
			3GG--G:puppy
				4GG--G:puffy
		2GG-GG:pooch
			3GG-GG:porch
		2GY--Y:phony
		2G-YGG:punch
		2GYY--:proud
		2G--Y-:picky
		2GG---:poppy
		2G--G-:prick
		2G--GG:pinch
		2GGG--:pound
		2G-Y-Y:pushy
		2G-YY-:pubic
	1-Y--G:bilge
		2--Y-G:louse
			3Y-Y-G:uncle
			3GG-GG:loose
			3YY--G:whole
			3Y---G:cycle
		2-YY-G:smile
			3--GGG:exile
				4--GGG:while
		2--G-G:solve
			3--G-G:melee
			3--GGG:delve
		2--YGG:lodge
			3G--GG:lunge
			3G-GGG:ledge
		2GGY-G:bible
		2GYG-G:belie
		2Y-Y-G:noble
		2-YYYG:guile
		2G-Y-G:boule
		2G-G-G:belle
		2G-GGG:bulge
		2-GY-G:rifle
		2-GYGG:liege
		2G-YYG:bugle
	1-GG--:flask
		2-GG--:claim
			3-GG--:bland
				4-GGGG:gland
			3-GG-G:alarm
			3-GG-Y:llama
			3GGG--:clang
		2-GGG-:glass
			3-GGGG:class
			3-GGGY:slash
			3-GGG-:clash
		2-GG-G:black
			3-GGYG:clank
			3-GGGG:clack
			3GGG-G:blank
		2GGG-G:flack
			3GGG-G:flank
		2GGG--:flair
			3GGGG-:flail
		2-GGY-:slang
			3GGGY-:slain
		2GGGG-:flash
		2-GGYG:slack
		2GGG-Y:flaky
	1---YG:trice
		2G---G:theme
			3GG-GG:thyme
			3GGG-G:these
			3G-Y-G:tense
			3GG--G:those
		2Y---G:stove
			3GGG-G:stoke
				4GGG-G:stone
			3-G--G:etude
		2GY--G:there
			3GGYYG:three
			3G-YYG:terse
		2Y-Y-G:untie
		2GG-GG:truce
		2GG--G:trove
		2YY--G:store
		2G-GGG:twice
		2GGG-G:tribe
		2G-Y-G:tithe
		2Y-YYG:cutie
		2G-G-G:twine
	1G---G:prone
		2GG--G:pride
			3GGG-G:prize
				4GGG-G:price
					5GGG-G:prime
			3GG-GG:prude
		2G---G:pique
			3GG--G:pixie
				4GG--G:piece
		2GY--G:purge
			3GGG-G:purse
				4GGG-G:puree
		2GGG-G:prove
			3GGG-G:prose
				4GGG-G:probe
		2G-Y-G:poise
			3GG-GG:posse
		2G-GGG:phone
		2GG-GG:prune
		2G--YG:pence
		2G--GG:penne
	1Y---Y:ripen
		2--YY-:epoch
			3YG-G-:speck
			3GGG--:epoxy
		2Y-GG-:super
			3--GGG:hyper
			3-YGGG:upper
		2--YG-:sweep
			3G-GGY:speed
			3G-GGG:sheep
		2Y-YG-:creep
		2-GYG-:bicep
		2GGGG-:riper
		2-YYY-:equip
		2Y-YY-:sperm
		2-YYG-:spied
		2YGGG-:viper
		2--GG-:dopey
		2--YYY:spend
	1-G--Y:bleed
		2-G-G-:flier
			3-G-GG:ulcer
			3GG-GG:flyer
		2-GG--:flesh
			3-GG--:clerk
			3GGG--:fleck
		2-G-GY:olden
			3GGGG-:older
		2YGY--:elbow
		2GG-G-:bluer
		2-GY--:elfin
		2-G-GG:clued
		2GGG-G:blend
		2GGG--:bless
		2-GYGY:elder
		2-GGY-:elegy
		2-GGG-:sleek
	1-YG--:scald
		2--GY-:frail
			3--GGG:avail
				4--GGG:quail
			3-GGGG:grail
			3--G-Y:loamy
			3-GG-G:brawl
		2G-GY-:snarl
			3G-G-G:shawl
			3GGG-G:snail
		2G-GG-:shall
			3G-GGG:small
		2--GG-:qualm
			3--GG-:koala
		2-YGY-:crawl
		2--GYY:drawl
		2-YGG-:chalk
		2GGGG-:scaly
	1--YG-:tasty
		2YG-GG:batty
			3-GGGG:fatty
				4-GGGG:ratty
					5-GGGG:catty
		2-Y-G-:quota
			3-G-GG:junta
			3--YGG:aorta
		2-Y-GG:aunty
			3G--GG:amity
		2-GGGG:nasty
			3-GGGG:hasty
		2-G-G-:cacti
			3-G-GY:faith
		2-G-GG:warty
		2-YGG-:vista
		2GG-GG:tatty
	1-YYY-:natal
		2-GY-Y:fault
			3-G-GY:tally
			3-GGGG:vault
		2--YGG:trial
			3G-YGG:tidal
			3G--GG:tubal
		2--GGG:octal
			3Y-GGG:total
			3--GGG:vital
		2-YY-Y:adult
		2-YY-G:atoll
		2YGY-Y:talon
		2Y-YGG:tonal
		2-GGGG:fatal
		2-GG-Y:latch
	1-YY-G:angle
		2Y--YG:valve
			3-GGGG:halve
				4-GGGG:salve
			3-GG-G:false
			3GGG-G:value
		2Y--GG:fable
			3-G-GG:ladle
			3-GGGG:cable
		2G--GG:amble
			3G--GG:aisle
		2GG-GG:ankle
		2G-YGG:agile
		2Y-YYG:large
		2Y-GGG:eagle
		2YY-YG:lance
	1Y---G:scope
		2G--YG:spike
			3GGG-G:spire
				4GGG-G:spine
			3GG--G:spree
		2G-GYG:spoke
			3GGG-G:spore
		2-Y-GG:crepe
		2YYYYG:copse
		2---YG:rupee
		2---GG:gripe
		2G--GG:snipe
		2--GGG:grope
		2GY-YG:spice
		2-YYGG:coupe
		2--YYG:opine
	1-Y-Y-:guilt
		2---GY:troll
			3Y-YG-:hotly
		2-GGGG:built
			3-GGGG:quilt
		2--GYY:twirl
		2-YYYY:until
		2-YYYG:unlit
		2---YY:stool
		2-Y-GG:moult
		2-Y-GY:truly
		2Y-YYG:light
		2--GGY:still
		2--GGG:stilt
		2--YYG:limit
	1Y--Y-:troop
		2YG--Y:crypt
		2G---Y:tipsy
		2G---G:thump
		2Y-GGG:stoop
		2Y---Y:input
		2YY--Y:spurt
		2YY--G:strip
		2GG--G:trump
		2Y-G-G:stomp
		2Y-G-Y:spout
		2Y---G:stump
		2G-Y-Y:topic
		2YYG-Y:sport
		2Y-Y-Y:optic
	1-G--G:close
		2-G--G:flume
			3-G--G:glide
				4-GGGG:elide
			3-GG-G:elude
			3GGG-G:fluke
		2-GG-G:bloke
			3YGG-G:globe
			3-GG-G:glove
		2-G-YG:slide
			3GGG-G:slime
		2GGG-G:clove
			3GGG-G:clone
		2-GY-G:olive
		2YG-YG:slice
	1---GG:route
		2--YGG:quite
			3-G-GG:butte
			3-GGGG:suite
			3-YGGG:unite
		2Y--GG:trite
			3-GGGG:write
		2---GG:smite
			3--GGG:white
		2-YYGG:quote
		2Y-GGG:brute
		2YG-GG:forte
		2--GGG:chute
		2YY-GG:wrote
		2-Y-GG:smote
	1G---Y:poker
		2GG-GG:power
			3GG-GG:poser
		2G--YY:perch
			3GYY--:press
		2G--GY:pried
			3GG-G-:preen
		2G--GG:piper
			3G--GG:purer
		2GG-Y-:poesy
		2G--Y-:penny
		2G--G-:piney
		2G-YY-:pesky
		2G-YYY:perky
	1Y-Y--:raspy
		2-Y-Y-:aphid
			3GG-Y-:aping
		2-G-Y-:vapid
		2GG-Y-:rapid
		2YG-GG:harpy
		2YG-Y-:vapor
		2YY-Y-:apron
		2-GYGG:sappy
		2-G-G-:kappa
		2YYYY-:scrap
		2-G-GG:happy
		2YYYYG:spray
	1-Y-YY:steel
		2-Y-GG:hotel
			3-GYGG:towel
			3-GGGG:motel
		2-Y-GY:filet
			3-YGGG:inlet
		2-YG-Y:dwelt
			3--GGG:knelt
		2-YY-Y:exult
		2-YY-G:extol
		2GYG-Y:smelt
		2YY-GY:islet
		2-YYGG:betel
	1Y-G--:cramp
		2--G-Y:spawn
			3GYG--:soapy
			3GGG-Y:spank
		2Y-GGG:scamp
		2-YG-G:sharp
		2--GYY:spasm
		2-YG-Y:spark
		2G-GGG:champ
		2-GG-Y:graph
		2-GG-G:grasp
		2--GGG:swamp
	1-GY--:allow
		2GG---:album
			3GG---:align
			3GGY--:alibi
		2YG-Y-:flora
			3-GG-Y:cloak
		2GG-Y-:aloud
			3GGG--:along
		2GG-G-:aloof
		2GGGG-:alloy
		2YG---:iliac
		2GGG--:allay
	1--G-Y:heady
		2-GGGG:beady
			3-GGGG:ready
		2YGG--:beach
			3-GGGG:reach
		2GGGY-:heard
		2GGG-G:heavy
		2-GGY-:beard
		2-GG-G:weary
		2-GG--:rearm
		2-GG-Y:yearn
	1Y--YY:swept
		2--GGG:crept
			3--GGG:inept
		2Y-YYG:upset
		2G-GYY:steep
		2G-GYG:spent
		2--YGG:erupt
		2G-YYY:setup
		2--YGY:tempo
		2--YYG:depot
		2--YYY:tepid
	1-GG-G:glare
		2-GG-G:flame
			3-GG-G:blaze
				4-GG-G:slave
				4GGG-G:blade
			3-GGGG:blame
			3GGG-G:flake
		2-GGGG:blare
			3-GGGG:flare
		2GGG-G:glade
			3GGG-G:glaze
	1--GYY:teary
		2YGG--:feast
			3-GGGG:beast
			3-GG-G:meant
		2YYG--:enact
			3G-GGG:exact
		2YGGG-:heart
		2GGG--:teach
		2YGGY-:react
		2YGG-Y:yeast
	1Y-Y-Y:recap
		2YY-GY:spear
		2GG-GY:repay
		2-YYGG:cheap
		2YY-YY:opera
		2-G-YY:sepia
		2-Y-YY:apnea
		2YYYYY:caper
		2-Y-GY:speak
	1YY---:imply
		2Y-YY-:spoil
		2--GY-:lupus
		2--YYG:loopy
		2--YY-:spool
		2Y-GY-:lipid
		2-YYYG:lumpy
		2-YYYY:lymph
		2Y-YG-:spill
	1--YGG:waste
		2-GGGG:caste
			3-GGGG:haste
				4-GGGG:taste
					5-GGGG:baste
		2-G-GG:haute
		2-GYGG:saute
		2-Y-GG:acute
	1---GY:teeth
		2-G-G-:zesty
			3-G-GG:deity
		2GG-GG:tenth
		2-G-GG:berth
		2-G-GY:hefty
		2YG-G-:jetty
		2GG-G-:testy
	1YY--Y:expel
		2--YGG:spiel
		2Y-Y-G:spell
		2Y-Y-Y:whelp
		2Y-G-Y:reply
		2--GGG:impel
		2Y-GGY:leper
		2Y-GGG:repel
	1--GGG:grate
		2--GGG:skate
			3--GGG:abate
				4--GGG:ovate
			3G-GGG:state
		2-GGGG:crate
			3-GGGG:irate
		2Y-GGG:agate
	1-YG-Y:leaky
		2GGG--:leash
			3GGG-G:leach
			3GGG--:learn
		2YGG--:realm
		2YGG-G:mealy
		2YYG--:email
		2GGG-G:leafy
	1--GYG:trace
		2Y-G-G:stage
			3GGG-G:stake
				4GGG-G:stave
		2G-G-G:tease
		2YYG-G:stare
		2GGG-G:trade
	1G-Y--:pansy
		2GG--G:parry
			3GG--G:paddy
		2GGG--:panic
		2GGY--:pagan
		2GY---:pizza
		2GG---:parka
	1-Y-YG:tilde
		2Y-Y-G:stole
			3GG-GG:style
		2G-G-G:tulle
		2YYY-G:utile
		2GGY-G:title
		2YGY-G:lithe
	1-G-Y-:flint
		2-G--G:blurt
			3-GY-G:clout
		2-G-GG:blunt
		2-GGGG:glint
		2GGG-G:flirt
		2GG--G:flout
	1-GYY-:aloft
		2YGG-G:gloat
			3-GGGG:bloat
		2GGY-G:allot
		2YG--Y:ultra
		2GG--Y:altar
		2YGGYG:float
	1-GY-Y:glean
		2-GGG-:bleak
			3-GGG-:clear
		2-GGGG:clean
		2GGGG-:gleam
		2-GYY-:alley
		2-GYYG:alien
	1Y-G-G:grape
		2--GYG:spade
			3GGG-G:space
		2Y-GGG:agape
		2-GGGG:drape
		2-YGYG:spare
		2--GGG:shape
	1G--Y-:point
		2G-Y-Y:pithy
			3GGGY-:pitch
		2GGY-G:posit
		2GYY-G:pivot
		2G-GGG:print
	1-YYYY:metal
		2-YYYY:valet
		2-GGGG:fetal
		2-YGYY:later
		2-YYGG:steal
		2-YYGY:eclat
	1YG---:slump
		2-G-GG:blimp
		2-GGGG:clump
		2GGG-G:slurp
		2GG--G:sloop
		2-G--Y:glyph
	1Y-YY-:tapir
		2YGG--:caput
		2GYG--:topaz
		2YYY-Y:strap
		2YYY--:adopt
	1GYY--:papal
		2G--GY:polar
		2GG--Y:palsy
		2G-GGG:pupal
		2GY--Y:polka
	1-YG-G:shale
		2Y-GYG:lease
		2-GGGG:whale
		2--GYG:leave
		2G-GGG:scale
	1-YGY-:trawl
		2Y-G-Y:stalk
			3GYGG-:shalt
		2Y-G-G:stall
		2GGG-G:trail
	1GG---:pluck
		2GGG--:plumb
			3GGGG-:plump
			3GGG--:plush
		2GGG-G:plunk
	1GY---:pulpy
		2G-GYY:polyp
		2GGYY-:pupil
		2G-Y--:prowl
	1Y-GY-:tramp
		2Y-GGG:stamp
		2YYG-Y:apart
		2Y-G-Y:adapt
	1G-YY-:patio
		2GGG--:patsy
			3GGG--:patch
		2GGYY-:paint
	1G-Y-Y:paper
		2GG-GG:payer
			3GG-GG:parer
		2GY-Y-:pecan
	1GYY-Y:panel
		2GYGYG:penal
		2GY-YG:pedal
		2GG-GY:paler
	1G-YG-:patty
		2GG-GG:party
			3GG-GG:pasty
		2GG-G-:pasta
	1G--G-:pinto
		2G--G-:putty
		2G--GY:pouty
		2G--GG:photo
	1YYY-G:ample
		2Y-GYG:lapse
		2YYGGG:maple
		2G-GGG:apple
	1-YGYY:least
		2YGG-G:dealt
		2GGG-G:leant
		2YYG-G:exalt
	1-GY-G:alike
		2GG--G:alone
			3GG--G:algae
		2GGG-G:alive
	1-GYYY:bleat
		2-GGYG:alert
		2-GGGG:cleat
		2-GYYY:alter
	1GGG--:plain
		2GGGG-:plaid
		2GGG-Y:plank
		2GGG--:plaza
	1-G-YY:fleet
		2YGG-G:cleft
		2-GGGG:sleet
		2-GGYG:elect
	1-Y-G-:lusty
		2Y--G-:filth
		2G--GG:lofty
	1--GGY:heath
		2-GGGG:death
		2-GGG-:meaty
	1-G-G-:cloth
		2-G-G-:blitz
		2-GGGG:sloth
	1G-G--:piano
		2G-GY-:prawn
		2G-GG-:prank
	1G--GY:piety
		2G-YGG:petty
		2G-YG-:pesto
	1Y--YG:trope
		2G--YG:tepee
		2GG-GG:tripe
	1YY-Y-:spilt
		2GGYYG:split
		2-YYYY:tulip
	1YYY--:amply
		2Y-YY-:ralph
		2G-GGG:apply
	1G-Y-G:pause
		2GG--G:payee
		2GG-GG:parse
	1YGG--:clasp
		2GGG-G:clamp
	1G-G-G:phase
		2G-G-G:peace
	1YYYY-:aptly
		2YGYY-:splat
	1GY--Y:pixel
		2GY-YG:peril
	1GG--Y:plier
		2GGGG-:plied
	1YG--Y:sleep
		2-GGGG:bleep
	1-YYG-:waltz
		2-GGG-:salty
	1YG--G:elope
		2-GGGG:slope
	1-YYYG:table
		2YG-YG:lathe
	1-GGY-:blast
		2-GGYG:slant
	1--YGY:earth
		2YY-GY:theta
	1Y-YYY:taper
		2YYYY-:adept
	1GGG-G:place
		2GGG-G:plane
	1-G-GG:elite
		2-G-GG:flute
	1-GGGG:slate
		2-GGGG:elate
	1--YYG:atone
		2YY--G:bathe
	1--GG-:swath
		2-YGGG:wrath
	1Y--GY:depth
		2-YGG-:empty
	1GGGY-:plant
		2GGG-G:plait
	1-YGG-:loath
	1GYYYY:petal
	1-YGYG:stale
	1YGY--:alpha
	1-YYGY:delta
	1GYG-Y:pearl
	1GYG--:psalm
	1YYG--:scalp
	1GY--G:pulse
	1GY-Y-:pilot
	1YYGYY:leapt
	1YYY-Y:lapel
	1GGYYY:pleat
	1YG-YY:slept
	1YY-YY:spelt
	1-YYGG:latte
	1Y--GG:spite
	1GG--G:plume
	1G-G-Y:peach
	1G-YGG:paste
	1GGY-Y:plead
	1-Y-GY:lefty