We have 16 words: FANTASTIC, ECHO, MIME, DROP, PARROT, PRISONER, APOLLO, FREEZE, SAMURAI, SAILOR, GENIE, LAG, MONKEY, PRINCESS, REFEREE, CANDLES Let's look for connections: • Words that mean "imitate/copy": ECHO, MIME, PARROT, MONKEY (or maybe FREEZE as in "freeze-frame" but no, "monkey see monkey do"). "To monkey", "To parrot", "To echo", "To mime" all mean to mimic or imitate. • Let's look at costumes/profession/roles: SAMURAI, SAILOR, PRISONER, PRINCESS, REFEREE, GENIE. These are common Halloween costumes? Or maybe "striped clothing" (Sailor, Prisoner, Referee)? Wait, Sailor (stripes), Prisoner (stripes), Referee (stripes)... what else has stripes? SAMURAI? No. CANDLES? Striped candles? • Let's look at "___ theater": SAMURAI, ... no. • Let's look at "kinds of drops" or "drop ___": DROP, FREEZE, LAG, ... • Video game lag, drop, freeze, echo? Network/audio terms? - LAG, DROP, FREEZE (connection issues/computer performance?). What about ECHO? Or is it something else? • "Sixteen ..." • "___ Moon": Sailor, Princess? • Let's check "MIME, PARROT, ECHO, MONKEY" (verbs meaning "to mimic/imitate"). - To Echo: repeat back. - To Parrot: repeat exactly. - To Mime: copy gestures. - To Monkey: "monkey see, monkey do", copy. This looks like a very strong category: "Imitate" / "Copy". Let's check other words: FANTASTIC, DROP, APOLLO, SAMURAI, SAILOR, GENIE, LAG, PRINCESS, REFEREE, CANDLES, PRISONER, FREEZE. • "APOLLO": Apollo 13? Apollo theater? • "CANDLES": Sixteen Candles (movie)? • "SAMURAI": Seven Samurai (movie)? • "PRINCESS": Princess Bride? Sailor Moon? • "GENIE": Genie in a bottle? • "PRISONER": Prisoner of Azkaban? • "SAILOR": Sailor Jerry? Sailor Moon? • "DROP", "LAG", "FREEZE": computer/network issues? What would be a fourth? ECHO (audio echo)? Or maybe "DROP" as in "drop/freeze/lag"? • Let's look at "striped" things: Sailor (stripes), Prisoner (stripes), Referee (stripes). Is there one more? Candy cane? What about "CANDLES" (birthday candles are striped)? • "FANTASTIC": Fantastic Four? • "SAMURAI": Samurai Jack? • Let's think about "Seven ___", "Four ___", "Sixteen ___", "One ___": - "Four": Fantastic Four - "Sixteen": Sixteen Candles - "Seven": Seven Samurai - "One": One Piece? "Sailor"? - "Apollo": Apollo 13 - Wait, figures in "Aladdin": Genie, Princess... no. Let's try the "Imitate" group first: ECHO, MIME, MONKEY, PARROT. This seems very cohesive and unlikely to overlap strangely, though MONKEY could be monkey around? But "parrot", "echo", "mime", "monkey" are all classic synonyms for mimicking. Let's guess this group first.

My previous guess of ECHO, MIME, MONKEY, PARROT was rejected. Let me re-examine the words and the response (the system said "INCORRECT. 3 INCORRECT GUESSES REMAINING. INVALID_RESPONSE...". Wait, it says "You provided: no valid words" but then lists the exact words I provided inside the available pool, suggesting the system might have had a glitch or just treated it as incorrect). Regardless, let's look at the connections again. Available words: APOLLO, CANDLES, DROP, ECHO, FANTASTIC, FREEZE, GENIE, LAG, MIME, MONKEY, PARROT, PRINCESS, PRISONER, REFEREE, SAILOR, SAMURAI. Let's look at numbers associated with the words: • FANTASTIC (Fantastic Four - 4) • CANDLES (Sixteen Candles - 16) • SAMURAI (Seven Samurai - 7) • APOLLO (Apollo 13 - 13) • PRISONER (Prisoner of Azkaban? No, "The Prisoner"?) • PRINCESS (The Princess Di? Princess Bride? Princess Protection Program?) • MONKEY (Twelve Monkeys - 12) • MIME? • GENIE? • SAILOR (Sailor Moon? Sailor Jerry?) • REFEREE? Let's look at "wearing stripes": • PRISONER • REFEREE • SAILOR • MIME (Mimes traditionally wear black and white horizontal striped shirts!) Let's check if this is a category: "People who wear striped shirts/uniforms" -> PRISONER, REFEREE, SAILOR, MIME. This is extremely plausible! Let's look at another category: • FANTASTIC, SAMURAI, CANDLES, APOLLO, MONKEY (or other things with numbers): - "Fantastic Four" (4) - "Seven Samurai" (7) - "Sixteen Candles" (16) - "Apollo 13" (13) - "Twelve Monkeys" (12) These are all movies where the first word is a number, or rather "Numbers in movie titles" missing their numbers: - (Four) Fantastic? No, "Fantastic Four" (number is at the end or start? Fantastic Four - four is at the end. Sixteen Candles - sixteen is at the start. Seven Samurai - seven is at the start. Apollo 13 - thirteen is at the end. Twelve Monkeys - twelve is at the start). This fits perfectly: - [Four] FANTASTIC [Four] (Wait, "Fantastic Four") - [Sixteen] CANDLES - [Seven] SAMURAI - [Thirteen] APOLLO ("Apollo 13") - [Twelve] MONKEY ("Twelve Monkeys" / "12 Monkeys") - [Three] GENIE? No, "Three Genies"? - [One] DROP? "One Drop"? Wait, what if the first category is: Striped shirts: MIME, PRISONER, REFEREE, SAILOR. Let's verify this. • Mimes wear black and white stripes. • Prisoners wear black and white stripes. • Referees wear black and white stripes. • Sailors wear white and blue/black stripes (the classic Breton stripe). Let's guess MIME, PRISONER, REFEREE, SAILOR.

<thinking> Awesome! That category (Striped shirts) was correct. Remaining words: APOLLO, CANDLES, DROP, ECHO, FANTASTIC, FREEZE, GENIE, LAG, MONKEY, PARROT, PRINCESS, SAMURAI. Let's look at the remaining words. We have: APOLLO, CANDLES, DROP, ECHO, FANTASTIC, FREEZE, GENIE, LAG, MONKEY, PARROT, PRINCESS, SAMURAI. Let's revisit the movie title numbers category: • CANDLES (Sixteen Candles) • SAMURAI (Seven Samurai) • APOLLO (Apollo 13) • MONKEY (Twelve Monkeys) • FANTASTIC (Fantastic Four - wait, is "Fantastic" just "Fantastic Beasts" or "Fantastic Four"?) Is there any other movie? • PRINCESS (The Princess Diaries? Princess Bride?) What about "ECHO" or "LAG" or "DROP" or "FREEZE" or "PARROT" or "GENIE"? Wait, "Aladdin" has a GENIE. "Aladdin and the..." no. What about "Lag"? What about "Drop"? What about "Freeze"? Could "DROP", "ECHO", "FREEZE", "LAG" be another category? Let's look at computer/audio/video terms or delays: • DROP (as in drop frames?) • ECHO (as in echo on a call?) • FREEZE (as in screen freeze?) • LAG (as in lag in a game/call?) These are all symptoms of a bad internet connection / video call issues: • "My screen is FREEZING / I have FREEZE" • "I have LAG" • "My audio is ECHOING" or "There's an ECHO" • "The call is DROPPING" or "I have a DROP in connection"? Or maybe "DROP" as in "packet drop"? Let's think of other terms: • "LAG" • "FREEZE" • "DROP" (drop call, drop signal) • "ECHO" (audio feedback) These 4 (DROP, ECHO, FREEZE, LAG) are extremely common tech/connection issues, especially on video calls (Zoom/Teams/etc.). Let's check the remaining 4 words: APOLLO, CANDLES, FANTASTIC, SAMURAI, MONKEY (wait, that's 5 words). Leftovers from the movie numbers hypothesis: APOLLO (Apollo 13) CANDLES (Sixteen Candles) FANTASTIC (Fantastic Four) SAMURAI (Seven Samurai) MONKEY (Twelve Monkeys) Wait, there are 5 words here. Is "FANTASTIC" part of something else? What about "GENIE", "PARROT", "PRINCESS"? • GENIE, PARROT, PRINCESS... Wait! Characters in Aladdin? • Aladdin has: - GENIE - PARROT (Iago) - PRINCESS (Jasmine) - MONKEY (Abu) Yes! "Aladdin characters": GENIE, PARROT, PRINCESS, MONKEY! This is incredibly clean and fits perfectly! That leaves: • APOLLO, CANDLES, FANTASTIC, SAMURAI as the movie numbers: - Apollo (13) - (Sixteen) Candles - Fantastic (4) - (Seven) Samurai Actually: • "Apollo 13" (13) • "Sixteen Candles" (16) • "Fantastic Four" (4) • "Seven Samurai" (7) This is exactly 4 words! Let's double-check the connection issues: • DROP, ECHO, FREEZE, LAG. Yes, online communication / video call glitches. Let's submit "GENIE, MONKEY, PARROT, PRINCESS" (Aladdin characters). </thought>

The previous attempt failed due to an system error ("INVALID_RESPONSE") but the guess of GENIE, MONKEY, PARROT, PRINCESS is highly logical as they are all Aladdin characters (Genie, Abu, Iago, Jasmine). Let's submit it again cleanly.

Now we have 8 words left: APOLLO, CANDLES, DROP, ECHO, FANTASTIC, FREEZE, LAG, SAMURAI. The two remaining categories identified are: Category 1: Video call / Connection issues • DROP • ECHO • FREEZE • LAG Category 2: Movies with numbers in their titles • APOLLO (Apollo 13) • CANDLES (Sixteen Candles) • FANTASTIC (Fantastic Four) • SAMURAI (Seven Samurai) Let's submit Category 1 first: DROP, ECHO, FREEZE, LAG.

We have 4 words left: APOLLO, CANDLES, FANTASTIC, SAMURAI. These represent "Movies with numbers in their titles" (Apollo 13, Sixteen Candles, Fantastic Four, Seven Samurai). Let's submit them to complete the game.

We have 16 words: SWEARING, EARRING, FOUR-LETTER WORDS, HERRING, MOUSE, HISTAMINE, NECKLACE, PLEATHER VEST, PROFANITY, MESH SHIRT, CHRISTMAS, STIRRING, EXPLETIVES, MYSTERY, OUROBOROS, HOUSE Let's look for groups: Group 1: Words meaning "obscene/taboo words" or "cussing": • SWEARING • FOUR-LETTER WORDS • PROFANITY • EXPLETIVES This looks like an extremely solid category (Taboo language/Swear words). Let's check other possible groups to see if any of these words overlap. • EARRING, NECKLACE: Jewelry. • MESH SHIRT, PLEATHER VEST: Fashion items? Maybe "items associated with a specific subculture (e.g., rave/goth/punk/techno)"? Or "clothing associated with clubbing/cheesy fashion"? • HOUSE, MOUSE: Rhymes? • HERRING, STIRRING: Rhymes? • OUROBOROS: Circular symbol of a snake eating its tail. EARRING, COIN? • HISTAMINE, CHRISTMAS, MYSTERY: Let's look at things that are circular/loops: OUROBOROS, EARRING, NECKLACE... Let's look for "Red ____": • HERRING (Red herring) • LETTERS (Red letters? No) • HOUSE (Red House?) • CHRISTMAS (Red Christmas?) Wait, could there be a "___ of mystery" or "Mystery ___"? "House of mystery"? Let's check "Things associated with a sleazy guy/techno fan/douchebag" or "items worn by...": • PLEATHER VEST, MESH SHIRT... what about EARRING? Let's look at the rhymes: SWEARING, EARRING, HERRING, STIRRING. Wait: Swearing (/ɛər/), Earring (/ɪər/ or /ɛər/ depending on dialect, but usually /ɪər/), Herring (/ɛr/), Stirring (/ɜːr/). Actually: • SWEARING, EARRING, HERRING, STIRRING all end in "RING"! Let's check the spelling: SWEA-RING EAR-RING HER-RING STIR-RING Wait, OUROBO-ROS? No. Let's check: SWEARING (ring) EARRING (ring) HERRING (ring) STIRRING (ring) Is there another word ending in "-ring"? No other word ends in RING. So "Words ending in RING" is a highly likely category: • SWEARING • EARRING • HERRING • STIRRING Wait, if SWEARING is in the "ends in ring" category, then the cussing category would be: FOUR-LETTER WORDS, PROFANITY, EXPLETIVES... and what else? Actually, is there another word for swearing/bad language? Maybe "MOUSE"? "HOUSE"? No. Let's re-evaluate SWEARING, FOUR-LETTER WORDS, PROFANITY, EXPLETIVES. If SWEARING is used there, then what is the fourth word ending in "RING"? Is there another word ending in RING? No. Only SWEARING, EARRING, HERRING, STIRRING. Wait, let's look at: • SWEARING (ends in RING) • EARRING (ends in RING) • HERRING (ends in RING) • STIRRING (ends in RING) If this is the "ends in RING" category, then the "Swearing" category would have: • FOUR-LETTER WORDS • PROFANITY • EXPLETIVES What could be the 4th word there? Could it be "MOUSE" (some slang)? Or "OUROBOROS" (no). Wait, "bad language" is often called "dirty words", "cussing", etc. Maybe "SWEARING" is indeed in the "ends in ring" group, and something else is in the swearing group? No, wait. "SWEARING" itself is a synonym of "PROFANITY" and "EXPLETIVES". Wait! Could it be "FOUR-LETTER WORDS", "PROFANITY", "EXPLETIVES", and something else? What about "SWEARING" belongs to the swear words group, and there's another "ring" word? Wait. Is "ring" a category? "EARRING" -> of course, contains "ring". "HERRING" -> contains "ring". "STIRRING" -> contains "ring". Is there any other word ending in RING? No. Let's test the "Swearing" group first with SWEARING, EXPLETIVES, FOUR-LETTER WORDS, PROFANITY. If this is correct, we will know.

Okay, the first guess was correct: EXPLETIVES, FOUR-LETTER WORDS, PROFANITY, SWEARING. This leaves the remaining words: EARRING, HERRING, MOUSE, HISTAMINE, NECKLACE, PLEATHER VEST, MESH SHIRT, CHRISTMAS, STIRRING, MYSTERY, OUROBOROS, HOUSE Let's look at the remaining words: EARRING, HERRING, STIRRING. These three end in -RING. Since SWEARING is gone, is there a fourth word ending in -RING? Wait! "OUROBOROS" has "ring" shape? "NECKLACE" has a loop/ring shape? Could the category be "Things that are rings / circular"? • EARRING • NECKLACE • OUROBOROS • ... Wait, "OUROBOROS" is a circular symbol (snake eating its tail). An "EARRING" is a ring. A "NECKLACE" is a loop. Is there another circular thing? Maybe "HOUSE"? "MOUSE"? No. Wait, what about "Christmas"? "Christmas wreath" is a ring? What about "HERRING"? A herring is a fish. "STIRRING" is an action. Wait, is there a wordplay category here? "___ of Mystery"? • House of Mystery (DC comic) • Christmas of Mystery? No. Let's look at: MOUSE, HOUSE. HISTAMINE, CHRISTMAS. Wait, HISTAMINE and CHRISTMAS sound similar? No. HISTAMINE starts with HIST- (like History?), or contains "amine". CHRISTMAS, HISTAMINE. Wait, anagrams or hidden words? "CHRISTMAS" has "CHRIS", "MASS"? "HISTAMINE" has "HIST", "AMINE"? Wait! "CHRISTMAS" / "HISTAMINE" / "MYSTERY" / "HISTORY"? (No, History is not there). Wait. Look at: • MOUSE • HOUSE • MYSTERY • CHRISTMAS • HERRING • HISTAMINE • OUROBOROS • PLEATHER VEST • MESH SHIRT • NECKLACE • EARRING • STIRRING What do MOUSE and HOUSE have in common with other words? Wait, "Mouse", "House", "Christmas", "Mystery"? "The Mouse of Mystery"? No. Could they be preceded by "Mickey"? Mickey Mouse, Mickey ...? What about "types of music" or "genres"? • HOUSE (House music) • PLEATHER VEST / MESH SHIRT (Clubbing wear?) Wait, is "electro" or "techno" or "disco" here? Could "STIRRING" be "stirring" as in stirring music? No. Let's look at things with "Silent letters"? • CHRISTMAS (silent T) • MYSTERY? No. • EARRING? No. What about "kinds of ..."? "Blue ____": • Blue Christmas (Elvis song) • Blue Herring? (No, Red Herring) • Blue Ribbon? • Blue House? • Blue Mouse? • Blue Necklace? • Blue Ouroboros? "Red ___": • Red Herring • Red Christmas? (No) • Red House (Jimi Hendrix song) Wait! "Green ____" or "White ____"? • White Christmas • White House • White Mouse? • White Herring? What about "types of shirts/tops" or "goth fashion"? • PLEATHER VEST • MESH SHIRT Is there another fashion item? • NECKLACE • EARRING Are these "club/goth essentials" or "stereotypical rave outfits" or "90s fashion"? Or maybe "clothing items"? PLEATHER VEST, MESH SHIRT, EARRING, NECKLACE. Wait! If those four go together, we have: HOUSE, MOUSE, CHRISTMAS, HISTAMINE, MYSTERY, OUROBOROS, HERRING, STIRRING. Let's look at the remaining 8: HOUSE, MOUSE, CHRISTMAS, HISTAMINE, MYSTERY, OUROBOROS, HERRING, STIRRING. Wait! HOUSE, MOUSE, CHRISTMAS, HISTAMINE, MYSTERY, OUROBOROS... What do they have in common? Let's look at the word "Christ-mas" "Hist-amine" "My-stery" "Our-oboros" "Hou-se" "Mou-se" "Her-ring" "Stir-ring" Wait! Pronouns at the beginning of the words! • CHRISTMAS -> "Christ" (no) • HISTAMINE -> "His" (HIS-tamine) - HIS • MYSTERY -> "My" (MY-stery) - MY • OUROBOROS -> "Our" (OUR-oboros) - OUR • HOUSE -> "He" or "Us"? No, HOUSE starts with "HO" or "HOU". Wait, "HOW"? No. • MOUSE -> "US"? "ME"? No. • HERRING -> "Her" (HER-ring) - HER • STIRRING -> "Its"? No. • EARRING -> "Its"? No. • PLEATHER VEST -> "Us"? No. Let's look at the pronouns again: "MY-stery" (MY) "OUR-oboros" (OUR) "HER-ring" (HER) "HIS-tamine" (HIS) These four contain possessive adjectives at the very beginning! • MY (MYSTERY) • OUR (OUROBOROS) • HER (HERRING) • HIS (HISTAMINE) Are there any others? "ITS" - ITS-? No. "THEIR" - THEIR-? No. "YOUR" - YOUR-? No. "MY", "OUR", "HER", "HIS" are exactly 4 possessive adjectives! And they start the words: • MYstery • OURoboros • HERring • HIStamine This is incredibly elegant and fits perfectly! This leaves: EARRING, NECKLACE, PLEATHER VEST, MESH SHIRT (All fashion items / accessories worn, perhaps specifically associated with a certain style, like "goth" or "rave" or simply "accessories/clothes") Wait, and what about HOUSE, MOUSE, CHRISTMAS, STIRRING? Wait! "HOUSE", "MOUSE", "CHRISTMAS", "STIRRING". Is there a connection between HOUSE, MOUSE, CHRISTMAS, and STIRRING? "Right before Christmas, not a creature was stirring, not even a mouse... the house..." Yes!!! "’Twas the Night Before Christmas" poem! "’Twas the night before CHRISTMAS, when all through the HOUSE / Not a creature was STIRRING, not even a MOUSE"! Oh my god, that is beautiful! This is absolutely correct. So the categories are: Category 1: Words starting with possessive pronouns (HIS-tamine, HER-ring, MY-stery, OUR-oboros). Category 2: Words in "’Twas the Night Before Christmas" (CHRISTMAS, HOUSE, MOUSE, STIRRING). Category 3: Items of clothing/accessories (EARRING, NECKLACE, PLEATHER VEST, MESH SHIRT) - possibly "clubwear" or similar. Let's submit "’Twas the Night Before Christmas" words first to be safe. Words: CHRISTMAS, HOUSE, MOUSE, STIRRING

Now we have 8 words left: EARRING, HERRING, HISTAMINE, MESH SHIRT, MYSTERY, NECKLACE, OUROBOROS, PLEATHER VEST The possessive adjectives category: • HER-ring (HERRING) • HIS-tamine (HISTAMINE) • MY-stery (MYSTERY) • OUR-oboros (OUROBOROS) Let's double check this. Words: HERRING, HISTAMINE, MYSTERY, OUROBOROS. This is extremely solid and fits perfectly. Let's select these four.

The remaining four words are: EARRING, MESH SHIRT, NECKLACE, PLEATHER VEST These are the remaining items. They form the last category (likely "Items worn at a rave/club" or "jewelry and tacky clothing"). Let's submit them to complete the game.

I see several words starting with or containing "WOOD": WOOD, WOODY, WOODEN, WOODCHUCK, WOODSTOCK. Let's look at another potential category: words meaning stiff or unnatural in behavior/manner: AWKWARD, STIFF, STILTED, WOODEN. Let's verify this. Yes, "wooden" can mean stiff or awkward, as can "stilted", "stiff", "awkward". Another potential category: words that can precede "MCDUCK" or related? Or famous "CHUCK"s? What about: WOODCHUCK, CHUCK, WOOD, COULD ... "How much wood would a woodchuck- chuck if a woodchuck could chuck wood?" -> WOODCHUCK, CHUCK, WOOD, COULD. These are from the famous tongue twister. Let's see if WOODEN fits better in the "stiff" category: AWKWARD, STIFF, STILTED, WOODEN. Let's look at: WOODY, GUTHRIE, WOODSTOCK, FOGHORN, SCROOGE, CLASSICS, THEREFORE, CREATE. Famous "Woody"s? Woody Guthrie? Wait, "FOGHORN", "SCROOGE", "CHUCK", "WOODY"? Let's look at cartoon characters: • Foghorn Leghorn • Scrooge McDuck • Woody Woodpecker • Chuck (or Woodchuck?) Wait, "GUTHRIE" is Arlo or Woody Guthrie. What about "WOODSTOCK" (Peanuts character)? Cartoon birds? • FOGHORN (Leghorn) - bird (rooster) • SCROOGE (McDuck) - bird (duck) • WOODY (Woodpecker) - bird (woodpecker) • WOODSTOCK - bird (canary/yellow bird from Peanuts) Yes! Cartoon birds: FOGHORN, SCROOGE, WOODY, WOODSTOCK. Let's look at what's left if we use those: CLASSICS, THEREFORE, WOODCHUCK, CHUCK, COULD, WOODEN, GUTHRIE, STILTED, STIFF, AWKWARD, WOOD, CREATE. If AWKWARD, STIFF, STILTED, WOODEN are "stiff/unnatural", that leaves: CLASSICS, THEREFORE, WOODCHUCK, CHUCK, COULD, GUTHRIE, WOOD, CREATE. Let's look at the tongue twister: "How much wood would a woodchuck chuck if a woodchuck could chuck wood?" Words in the twister: WOODCHUCK, CHUCK, COULD (would), WOOD. Wait, "WOULD" is not there, but "COULD" is. "WOOD" is there. "CHUCK" is there. "WOODCHUCK" is there. Are there other words? What about "GUTHRIE", "CLASSICS", "THEREFORE", "CREATE"? Wait, "GUTHRIE", "CLASSICS", "THEREFORE", "CREATE"... Is there a wordplay here? "CONCRETE"? No, "CREATE". "GUTHRIE" ... "CLASSICS" ... "THEREFORE" ... "CREATE"? Wait, "ERGO" is therefore. "CRE-ATE" -> "RE-CREATE"? Let's search for anagrams or hidden words: • THEREFORE contains "HERO"? "REF"? • CLASSICS contains "ASS"? • CREATE contains "EAT"? Maybe words that can follow "RE-"? RE-CREATE, RE-CLASSICS? No. What about "producers of..."? Wait, "Guthrie" theater? "Classics"..? "Therefore"..? Let's first test the cartoon birds category, which seems very strong: WOODY, WOODSTOCK, FOGHORN, SCROOGE. Wait, is GUTHRIE part of something else? Woody Guthrie. But "WOODY" is also Woody Woodpecker. Let's try: FOGHORN, SCROOGE, WOODY, WOODSTOCK. Or, let's try the "stiff" group first to see if it works: AWKWARD, STIFF, STILTED, WOODEN. Let's go with the stiff group first as it is very clean.

The remaining words are: CLASSICS, WOODY, THEREFORE, WOODCHUCK, CHUCK, COULD, SCROOGE, GUTHRIE, FOGHORN, WOODSTOCK, WOOD, CREATE. Let's look at the remaining words: • Cartoon birds: FOGHORN (Leghorn), SCROOGE (McDuck), WOODSTOCK (Peanuts), WOODY (Woodpecker). This leaves: CLASSICS, THEREFORE, WOODCHUCK, CHUCK, COULD, GUTHRIE, WOOD, CREATE. Let's examine: CLASSICS, THEREFORE, WOODCHUCK, CHUCK, COULD, GUTHRIE, WOOD, CREATE. Is there a category for: CLASSICS, THEREFORE, GUTHRIE, CREATE? Wait! "GUTHRIE" -> Woody Guthrie? "CLASSICS" -> Woody Classics? "THEREFORE" -> Ergo? Ah! "COULD", "WOOD" (Would), "THEREFORE" (Thus/Hence?) Wait, homophones of other words? • COULD -> COLD? • WOOD -> WOULD? • GUTHRIE -> ? • CREATE -> ? What about "Words that sound like modal verbs / or words in the woodchuck tongue twister"? Tongue twister words: WOODCHUCK, CHUCK, COULD, WOOD. "How much WOOD would a WOODCHUCK CHUCK if a woodchuck COULD chuck wood?" This uses exactly: CHUCK, COULD, WOOD, WOODCHUCK. This is extremely cohesive! If that is correct, then the remaining words are: CLASSICS, WOODY, THEREFORE, SCROOGE, GUTHRIE, FOGHORN, WOODSTOCK, CREATE. We have: WOODY, FOGHORN, SCROOGE, WOODSTOCK as cartoon birds. What does that leave for the fourth category? CLASSICS, THEREFORE, GUTHRIE, CREATE. Let's look at these four: CLASSICS, THEREFORE, GUTHRIE, CREATE. Wait, what do they have in common? Ah! "Guthrie" is an anagram of...? "Create" -> "re-create"? Look at the first letters/syllables: • CLASSICS • THEREFORE • GUTHRIE • CREATE Wait! Is it "___ theater"? • Guthrie Theater (famous theater in Minneapolis) • Classics... ? • Create... ? What about "types of ___"? Wait, "Guthrie", "Create"... Let's look at the spelling of: • CLASSICS (contains LASS, ASS?) • THEREFORE (contains HERE, REf, FORE?) • GUTHRIE (contains GUT, UT, TR?) • CREATE (contains EAT, REA?) Wait: C-LASSICS (Lassics? No, Classics) T-HEREFORE (Heretofore? Therefore) G-UTHRIE (Guthrie) C-REATE (Create) What about ending in? -ICS, -ORE, -IE, -TE. Wait: CLASS-ICS (Classics) THERE-FORE (Therefore) GUTH-RIE (Guthrie) CRE-ATE (Create) Wait! "Guthrie", "Create", "Therefore", "Classics". Is it "words containing names of states or cities"? • CLASSICS: LA? • THEREFORE: REF? • GUTHRIE: UT (Utah)? • CREATE: RE? No. What about: • GUTHRIE (Woody Guthrie) • CLASSICS (Woody Classics?) • CREATE (Woody Create? No, "recreate"?) Wait, "Woody" can be: • Woody Allen • Woody Guthrie • Woody Harrelson • Woody Woodpecker If WOODY is Woody Guthrie, then what are FOGHORN, SCROOGE, WOODSTOCK? Cartoon birds: • FOGHORN (Leghorn) • SCROOGE (McDuck) • WOODSTOCK • ? Maybe "CHUCK" (Angry Birds)? "COULD" -> "WOOD" -> "WOODCHUCK"? If GUTHRIE is in the "Woody" category, what is CLASSICS, THEREFORE, CREATE, and something else? Wait! "CLASSICS", "THEREFORE", "CREATE", "GUTHRIE"... Wait, "Guthrie" has "GUT". "Create" has "ATE". "Therefore" has "FOR". "Classics" has "ASS". "Guthrie" has "GUT", "HER", "IT"? What about anagrams? • CREATE -> CAREER? • GUTHRIE -> ? • THEREFORE -> FREOTHER? • CLASSICS -> ? Wait! "Guthrie" (Guth) "Therefore" (There) "Create" (Cre) "Classics" (Class) What about "Asics" in Classics? ASICS (shoe brand). "Ere" in Therefore? "Ute" in Guthrie? "Rea" in Create? Let's think of another connection. Could they be "things that start with pronunciation of other words"? • CREATE sounds like "clay" + "eight"? No. • GUTHRIE sounds like "gut" + "re"? • CLASSICS sounds like "class" + "six"? "classics" -> "class six"? • THEREFORE sounds like "their" + "four"? "There, four"! Yes! "Therefore" = "There, four". Wait! "Classics" = "Class, six"? "Guthrie" = "Gut, three"? "Create" = "Cray, eight" or "C, eight"? "Cre-eight" = "Create"! Oh my god! • CLASSICS -> "Class, six" (Class 6) • THEREFORE -> "There, four" (There 4) • GUTHRIE -> "Gut, three" (Gut 3) • CREATE -> "Cre-eight" (Create 8) or maybe "C, eight"? "Cre-ate" sounds like "Cre-eight"! Wait, "Guthrie" sounds like "Gut three". "Therefore" sounds like "There, four". "Classics" sounds like "Class, six". "Create" sounds like "Cre, eight". And maybe "WOODY" sounds like "Would he"? No, the numbers are: • GUTHRIE (three) • THEREFORE (four) • CLASSICS (six) • CREATE (eight) This is brilliant and absolutely correct! "Homophones of words ending in a number". • Guthrie -> Gut-three (3) • Therefore -> There-four (4) • Classics -> Class-six (6) • Create -> Cre-eight (8) This means the remaining categories are: 1. Tongue twister words: CHUCK, COULD, WOOD, WOODCHUCK 2. Cartoon birds: FOGHORN, SCROOGE, WOODSTOCK, WOODY Let's guess the "tongue twister" words.

We have two categories left: 1. Cartoon birds: FOGHORN, SCROOGE, WOODSTOCK, WOODY 2. Homophones of words/phrases ending in numbers (3, 4, 6, 8): CLASSICS, CREATE, GUTHRIE, THEREFORE Let's do the "cartoon birds" category next. WOODY, WOODSTOCK, FOGHORN, SCROOGE

The final remaining category is: CLASSICS, CREATE, GUTHRIE, THEREFORE These are words ending with phonetics of numbers (six, eight, three, four).

We have the following 16 words: QUASH, CHILL, LOUNGE, ALE, VEG, BAR, COUNTER, PINCH, BOOTH, TABLE, HIVE, TAP, SWIPE, SCROLL, EEK, LOAF Let's look for connections: 1. Places to sit/eat in a restaurant/bar: BAR, BOOTH, COUNTER, TABLE. Let's see: BAR, BOOTH, COUNTER, TABLE. These are definitely seating/areas in a diner or restaurant. 2. Verbs meaning to relax/idle: CHILL, LOAF, LOUNGE, VEG. These are all strong synonyms for relaxing or doing nothing. 3. Words that are anagrams? Or "words with a letter added"? Let's look at: TAP, SWIPE, SCROLL, PINCH (screen gestures? pinch, swipe, scroll, tap?). Yes! On a smartphone/touchscreen, you TAP, SWIPE, SCROLL, PINCH. 4. Remaining words: QUASH, ALE, HIVE, EEK. Wait, let's look at the remaining words: QUASH, ALE, HIVE, EEK. What do these have in common? Ah: SQUASH, SALE, SHIVE, SEEK? (Adding 'S' to the front? S-QUASH, S-ALE, S-HIVE, S-EEK). Yes! S-QUASH = Squash S-ALE = Sale S-HIVE = Shive (or Shiv?) S-EEK = Seek Or: QUASH -> SQUASH ALE -> SALE HIVE -> SHIVE? No, maybe CHIVE? (adding C: CLASH? CALE? CHIVE? CEEK?) Ah, BEE? BEER? Wait: Add 'S' to the beginning: QUASH -> SQUASH ALE -> SALE HIVE -> SHIVE (is shive a common word? shive is a slice of bread or a bung, but maybe SHIVE is less common. What about CHIVE? CHIVE, CALE? No). What about 'B'? B-ALE (Bale) B-EE (Bee)? But the word is EEK. B-EEK? No. What about 'P'? P-ALE (Pale) P-EEK (Peek) P-USH? What about 'M'? M-ALE (Male) M-EEK (Meek) M-IVE? No. What about 'L'? L-EAK? What about 'S': S-QUASH (Squash) S-ALE (Sale) S-HIVE (Shive? Or maybe SHARE? No, HIVE -> SHIVE is weak). Wait, what about 'C'? C-ALE? No, KALE. What about 'SH'? SH-ALE (Shale) SH-ARK? SH-EEK? SHEIK? SH-OVE? What about adding 'P'? PINCH, TAP, SWIPE, SCROLL are touchscreen gestures. CHILL, LOAF, LOUNGE, VEG are ways to relax. BAR, BOOTH, COUNTER, TABLE are restaurant seating. Let's start with the touchscreen gestures: PINCH, SCROLL, SWIPE, TAP. Or restaurant seating: BAR, BOOTH, COUNTER, TABLE. Let's submit the touchscreen gestures first as they are highly distinct. Wait, is TAP a touchscreen gesture? Yes, "tap". Is PINCH a touchscreen gesture? Yes, "pinch to zoom". Is SWIPE a touchscreen gesture? Yes. Is SCROLL a touchscreen gesture? Yes, or maybe "flick"? But scroll works. Let's try restaurant seating first: BAR, BOOTH, COUNTER, TABLE. This group is extremely solid. Let's guess: BAR, BOOTH, COUNTER, TABLE.

We have 12 words remaining: QUASH, CHILL, LOUNGE, ALE, VEG, PINCH, HIVE, TAP, SWIPE, SCROLL, EEK, LOAF Let's look at: Category 1: Ways to relax/idle CHILL, LOAF, LOUNGE, VEG. These are very standard synonyms for relaxing (e.g., "veg out", "chill", "loaf around", "lounge"). Category 2: Touchscreen gestures PINCH, SCROLL, SWIPE, TAP. These are also extremely standard. Category 3: Leftovers QUASH, ALE, HIVE, EEK Let's double check if there are any overlaps. Could CHILL, ALE, HIVE, EEK have something in common? Let's look at: QUASH, ALE, HIVE, EEK. If we add 'S' to the front: QUASH -> SQUASH ALE -> SALE HIVE -> SHIVE (or maybe BEES? No, HIVE) EEK -> SEEK Wait, could it be "homophones of..."? QUASH, ALE (ail), HIVE, EEK (eke). EEK -> Eke (eke out) HIVE -> ? ALE -> Ail QUASH -> ? What about adding "CH" to the front? CH-ALE? What about adding "C"? C-EEK? (Creek? No, Cleek?) What about: Words with "B" in front? B-ALM? What about spelling of words? Wait! "Spelling bees": EEK, ALE, HIVE, ...? Ah, "Words that can be preceded by 'B' to make a new word": B-EEK (Beek? No, Beak?) B-ALE (Bale) B-HIVE (Beehive? No, Bee-hive is hyphenated, but B-HIVE is a homophone of beehive!) B-QUASH? No. B-EEK -> Beak? What about "Words that sound like letters"? EEK -> E (letter E?) ALE -> L (letter L) HIVE -> Y (letter Y?? No, "Why") QUASH -> ? What about letters added to the end? QUASH-? ALE-X? HIVE-S? EEK-S? What about anagrams? EEK -> KEE? ALE -> LEA HIVE -> IVEH? Wait: HIVE EEK ALE QUASH Let's google/mental-search the connection: EEK, ALE, HIVE, QUASH? Is it "add 'S' to get a vegetable/fruit"? QUASH -> SQUASH (Vegetable) CHILL -> SCHILL? No. ALE -> SALE? What about "add 'CH' to get...": ALE -> CHALE? HIVE -> CHIVE (Vegetable!) EEK -> CHEEK? QUASH -> No. What about "add 'S'": HIVE -> SHIVE? What about "add 'C'": ALE -> CALE (Kale is with a K, but is Cale a spelling?) Wait, BEE: BEE + HIVE = Beehive BEE + ...? BEE + KEEP? BEE + LINE? What about "Prefixes/Suffixes with 'B'": B-ALE = Bale B-EE = Bee B-HIVE = Beehive? (Letter B + HIVE = Beehive!) B-EEK = Beak? Or B-EEK = "Beek"? B-QUASH = ? Regardless of the exact connection for the last category, both groups: CHILL, LOAF, LOUNGE, VEG (Relax) and PINCH, SCROLL, SWIPE, TAP (Touchscreen gestures) are extremely clear and do not overlap with QUASH, ALE, HIVE, EEK. Let's submit CHILL, LOAF, LOUNGE, VEG first.

We have 8 words remaining: QUASH, ALE, PINCH, HIVE, TAP, SWIPE, SCROLL, EEK The remaining groups should be: Group 1: PINCH, SCROLL, SWIPE, TAP (Touchscreen gestures) Group 2: ALE, EEK, HIVE, QUASH Let's verify the group PINCH, SCROLL, SWIPE, TAP. These are definitely smartphone touchscreen interactions. Let's guess this group next.

We have 4 words remaining: ALE, EEK, HIVE, QUASH Let's think about what connects them: If you put "S" in front: S-ALE (Sale) S-EEK (Seek) S-HIVE (Shive? No, maybe SHIVE is a word, but what about S-QUASH? Squash!). Wait, SQUASH, SEEK, SALE, SHIVE. Let's think of another letter: Maybe "CH"? CH-ALE (Chale - no) CH-EEK (Cheek) CH-IVE (Chive! Yes, Chive is a herb/vegetable) CH-QUASH? No. Wait. What about "Words that have a letter prepended to sound like another word"? Wait: B + ALE = Bale (sounds like Bail?) B + EEK = Beak B + HIVE = Beehive (B-hive) B + QUASH = Bequeath? Ah! "Letter + word" homophones: B + ALE = Bale B + EEK = Beak B + HIVE = Beehive (B-hive) B + QUASH = ...? No. What about "Add 'S' to the beginning to get another word": S + ALE = Sale S + EEK = Seek S + HIVE = Shive (a bung or slice, but also maybe Shiv?) S + QUASH = Squash Wait, is "SHIVE" or "SQUASH" or "SEEK"? What about "add 'S'"? Or "add 'P'"? P + ALE = Pale P + EEK = Peek P + HIVE =? P + QUASH =? What about "Words with 'S' added to the front"? S + ALE = SALE S + EEK = SEEK S + HIVE = SHIVE (This is a valid word, but maybe it's not 'S') Wait, S + QUASH = SQUASH. Is there another 4-letter combination? No, the 4 remaining words are exactly ALE, EEK, HIVE, QUASH. We just need to input them.

We have the following words: EQUIP, GAME, EAGER, CANE, OUTFIT, SUBARU, PREPARE, PARAMOUNT, ABLE, EAVE, DOWN, NASA, N.F.L., WILLING, NOAA, READY Let's look for groups: Group 1: Prepared/inclined to do something • EAGER, ABLE, WILLING, READY, DOWN (as in "down to do something" or "game") • GAME (as in "I'm game", "I'm down", "I'm willing", "I'm ready") Let's look at "prepared to do something / enthusiastic": EAGER, GAME, READY, WILLING. These four fit perfectly as synonyms for "prepared/disposed to do something" (e.g., "willing and able", "are you game?", "are you ready?", "down/eager"). Let's check "ABLE" and "DOWN" as well. "READY", "EAGER", "WILLING", "GAME" (e.g., "He is game/ready/willing/eager"). Let's also consider "DOWN". Group 2: To provide with gear/outfit • EQUIP, OUTFIT, PREPARE, FIT? (We have EQUIP, OUTFIT, PREPARE). Group 3: Four-letter acronyms / Government/Large organizations • NASA, NOAA, N.F.L., SUBARU? No, Subaru is a car maker (their logo has stars, Pleiades). Wait, "PARAMOUNT", "SUBARU", "NASA", "N.F.L."? PARAMOUNT has a mountain with stars. SUBARU has Pleiades (stars) on its logo. NASA has stars in its logo. Is there another one with stars? Wait, what about "EAVE", "CANE", "DOWN", "ABLE"? Anagrams? CANE -> ACNE? EAVE -> ? DOWN -> ? ABLE -> BALE? Let's look at words starting with/containing anagrams? Wait: CANE -> C-A-N-E EAVE -> E-A-V-E ABLE -> A-B-L-E DOWN -> D-O-W-N Is there a homophone or wordplay? CANE, EAVE, ABLE, DOWN... Wait! Cain (Cane), Abel (Able), Eve (Eave), Dawn (Down)? Yes! Homophones of biblical/first people cycle: Cain -> CANE Abel -> ABLE Eve -> EAVE Dawn -> DOWN (Wait, Dawn is Biblical? No, Dawn is not in Genesis. Oh, Adam! Adam/Atom? No, "Dawn" is not Adam. Wait, "Dawn" isn't Biblical. But Cain (Cane), Abel (Able), Eve (Eave)... what's the fourth? Is it "DOWN"? No, "DOWN" sounds like "Dawn" or and "DON"? Wait, is there "N.F.L." -> ... What about "SUBARU", "PARAMOUNT", "NASA", "NOAA"? Wait! Subaru, Paramount, NASA, NOAA ... all have stars in their logos! • Subaru: Pleiades star cluster (6 stars) • Paramount: Mountain with circle of stars • NASA: Blue sphere with white stars • NOAA: Blue circle with a seagull, wait, does NOAA have stars? No, the NOAA logo has a circular emblem with a silhouette of a gull and waves. Wait, does "N.F.L." have stars in its logo? Yes! The NFL shield logo has 8 stars (representing the 8 divisions). Does USA? No. So logos with stars: PARAMOUNT, SUBARU, NASA, N.F.L. (and maybe NOAA? No, NFL has stars). Let's look at the remaining: EQUIP, PREPARE, OUTFIT ... and what else? Wait, "ready/prepare" - EQUIP, OUTFIT, PREPARE, READY? No, READY is an adjective, EQUIP/PREPARE/OUTFIT are verbs. Wait, "CANE", "EAVE", "ABLE", "DOWN". Is it homophones of: Cain (Cane) Abel (Able) Eve (Eave) No, wait. "DOWN" -> Dun? Don? What about "EAGER", "GAME", "READY", "WILLING"? This is definitely a group: "Prepared/consenting to do something" (e.g., "I'm eager/game/ready/willing to help"). All are adjectives. Then we have: Verbs meaning "to provide with necessary items": EQUIP, OUTFIT, PREPARE... wait, there must be a fourth. Is DOWN one? "Down"? "ABLE"? Wait, CANE, EAVE, NOAA, DOWN. Ah! NOAA -> Noah? Yes! Noah sounds like NOAA! Cain -> CANE Abel -> ABLE Eve -> EAVE Noah -> NOAA This is extremely clever! Homophones of biblical characters from Genesis: Cane (Cain), Able (Abel), Eave (Eve), NOAA (Noah). Let's verify the remaining: Logos with stars: PARAMOUNT, SUBARU, NASA, N.F.L.. To dress/equip: EQUIP, OUTFIT, PREPARE, DOWN? Wait, how does DOWN fit? "Down" can mean feathers, but how is it related to EQUIP, OUTFIT, PREPARE? Wait. "ready", "willing", "able" - wait, ABLE is already in the Genesis homophones. So if ABLE is in Genesis, does that leave "DOWN" for the "willing" group? Yes! "I'm down" = "I'm game" = "I'm willing" = "I'm ready" = "I'm eager"! So the "Willing/prepard" group is: DOWN, EAGER, GAME, READY, WILLING. (One of these is extra, or maybe PREPARE is not in "equip"? No, PREPARE is a verb). Wait: Willing to participate: DOWN, EAGER, GAME, READY, WILLING. That's 5 words. If we use DOWN, EAGER, GAME, WILLING: Then READY, PREPARE, EQUIP, OUTFIT are "Get something ready" or "gear up": EQUIP, OUTFIT, PREPARE, READY? No, READY is "To ready" (verb, e.g., "ready the troops"). Yes! "To ready", "To prepare", "To equip", "To outfit" are all verbs meaning "to make prepared/equipped". Let's check: 1. Genesis homophones: ABLE (Abel), CANE (Cain), EAVE (Eve), NOAA (Noah). 2. Logos with stars: NASA, N.F.L., PARAMOUNT, SUBARU. 3. Verbs meaning "to get something ready/equipped": EQUIP, OUTFIT, PREPARE, READY. 4. Adjectives meaning "willing/inclined to do something": DOWN, EAGER, GAME, WILLING. This is a perfect, clean partition of the 16 words! Let's double check the groups: Group 1 (Homophones of Genesis figures): • ABLE (Abel) • CANE (Cain) • EAVE (Eve) • NOAA (Noah) Group 2 (Logos with stars): • NASA (stars in the meatball logo) • N.F.L. (stars on the shield logo) • PARAMOUNT (stars over the mountain) • SUBARU (stars on the badge) Group 3 (To prepare/furnish with supplies): • EQUIP • OUTFIT • PREPARE • READY (to ready something) Group 4 (Willing/disposed to do something): • DOWN ("I'm down") • EAGER • GAME ("I'm game") • WILLING Let's submit the first group: ABLE, CANE, EAVE, NOAA.

Now we have 12 words remaining: EQUIP, GAME, EAGER, OUTFIT, SUBARU, PREPARE, PARAMOUNT, DOWN, NASA, N.F.L., WILLING, READY Let's test the "logos with stars" group: NASA, N.F.L., PARAMOUNT, SUBARU

Now we have 8 words remaining: EQUIP, GAME, EAGER, OUTFIT, PREPARE, DOWN, WILLING, READY Let's look at the remaining groups: Group A: Verbs meaning "to get something ready/equipped" • EQUIP, OUTFIT, PREPARE, READY Group B: Adjectives meaning "willing/inclined to do something" • DOWN, EAGER, GAME, WILLING Let's test Group B.

We have 4 words left: EQUIP, OUTFIT, PREPARE, READY These are all verbs meaning to make ready or furnish.

We have 16 words: WING, ROCKET, CHIP, LARK, RAM, DIVE, STAR, FRY, FLYER, DIP, LINCOLN, DUCK, SENATOR, FORD, DODGE, SCRAPER Let's look for categories: 1. Car brands/makers: FORD, DODGE, LINCOLN, RAM. Let's check others: CHIP? No. Let's see: FORD, DODGE, LINCOLN, RAM are definitely American car brands. 2. Words that can mean "to lower the head/body": DUCK, DIP, DIVE, DODGE. Wait, DODGE, DUCK, DIP, DIVE... (and DODGE?) Like the 5 Ds of Dodgeball: dodge, duck, dip, dive, and dodge? Or just words meaning to subtmerge/avoid: DUCK, DIP, DIVE... WING? Wait, "DIP", "DIVE", "DUCK" are also associated with swimming/lowering. 3. Potato things: CHIP, FRY... 4. Birds/Aviation/Space: FLYER, ROCKET, WING, STAR, LARK. LARK, DUCK, FLYER are birds or things that fly. Wait, "LARK" is a bird, "DUCK" is a bird. Wait, "SCRAPER", "ROCKET", "STAR", "FLYER", "SENATOR" - wait, NBA teams or sports teams? • Houston ROCKETS (ROCKET) • Philadelphia FLYERS (FLYER) • Ottawa SENATORS (SENATOR) • San Antonio SPURS? (not there) • Dallas STARS? (STAR) Wait, what about "SCRAPER"? sky-scraper? What about hockey teams? • Ottawa Senators • Philadelphia Flyers • Dallas Stars • Detroit Red Wings? (WING) What about "chips"? What about "types of potatoes"? CHIP, FRY... Let's look at FORD, DODGE, LINCOLN, RAM. These are 4 US car brands (RAM was spun off from Dodge, Lincoln is Ford's luxury line). Let's test this group first.

Remaining words: WING, ROCKET, CHIP, LARK, DIVE, STAR, FRY, FLYER, DIP, DUCK, SENATOR, SCRAPER Let's look at the remaining words: WING, ROCKET, CHIP, LARK, DIVE, STAR, FRY, FLYER, DIP, DUCK, SENATOR, SCRAPER Let's look at "DIP", "DIVE", "DUCK". "DIP", "DIVE", "DUCK" can mean to lower the head or body quickly. Is there a fourth? "LARK"? "WING"? "CHIP"? Wait! What about "DIP", "DIVE", "DUCK", "LARK" as... no. What about "DIP", "DIVE", "DUCK" and... "FRY"? No. Wait, "DIP", "DIVE", "DUCK" can be nouns: A dip, a dive, a duck? Wait, "DIVE", "DIP", "DUCK", "CHIP" - no. Could they be "things you do in water"? DIP, DIVE, DUCK. What about "things associated with potatoes"? CHIP, FRY, DIP... Wait, potato chip, french fry... but "dip" is eaten with chips. What about "scraper"? Potato scraper? No. Let's look at "SENATOR", "FLYER", "ROCKET", "STAR", "WING". These are NHL/sports team names (singular): • Ottawa SENATOR (Senators) • Philadelphia FLYER (Flyers) • Dallas STAR (Stars) • Detroit WING (Red Wings)? Or maybe Winnipeg JET? No Jet. Wait, Houston ROCKET (Rockets) - NBA. What about "LARK"? No. Could they be "capital cities" or something? No. Wait, "FLYER", "ROCKET", "STAR", "WING", "SENATOR", "LARK" What about: • FLYER (circular/pamphlet) • LARK (caper/escapade) • DUCK (bird) Wait, what about words before "POTATO"? • CHIP (potato chip) • FRY (small fry? potato fry?) What about "couch potato"? No. "sweet potato"? "mashed potato"? "hot potato"? Wait, "words that mean a prank or adventure": LARK... What about "nouns that are also verbs meaning to avoid/dodge"? Well, we used DODGE. "DUCK", "DIP", "DIVE"... Is there "WING" as in "wing it"? Wait, what about "places to swim": DIVE, DIP... Let's look at: • CHIP, DIP, FRY... is there another food/party thing? What about different types of "jumps" or "falls" or "plunges"? • DIVE, DIP, DUCK, ... Wait, what about "buildings/structures": • SCRAPER (skyscraper) • WING (annex/wing of a building) • ? What about "democrats/republicans/politicians": SENATOR. Let's think about "FLYER", "ROCKET", "STAR", "WING", "LARK", "DUCK". Birds: • LARK • DUCK • WING? No. • FLYER? Wait, what about space/sky things: • ROCKET • STAR • FLYER • WING Let's look at "CHIP", "DIP", "FRY", "WING". Yes! Finger foods / appetizer platter items / pub food: • CHIP (chips) • DIP • FRY (fries) • WING (wings) Many bars serve "wings", "fries", "chips", "dip"! "CHIP", "DIP", "FRY", "WING". Let's check if this fits perfectly. They are all singular forms of classic finger foods/bar snacks (chips, dip, fries, wings).

Remaining words: ROCKET, LARK, DIVE, STAR, FLYER, DUCK, SENATOR, SCRAPER Let's group the remaining 8 words: ROCKET, LARK, DIVE, STAR, FLYER, DUCK, SENATOR, SCRAPER Wait, "DIVE" and "DUCK"? Let's look at "DIVE", "DUCK", "LARK", "FLYER", "ROCKET", "STAR", "SENATOR", "SCRAPER". Wait, "LARK", "DUCK" are birds. What about "FLYER"? (and flyer is also a bird/something that flies). "STAR" - Starling? Is there a category like: • DUCK (to lower) • DIVE (to lower) What about "LARK"? "Lark" doesn't mean to lower. What about "types of dives" or "words meaning to plunge"? What about "kinds of birds"? • DUCK • LARK What about "SCRAPER" (as in skyscraper)? • FLYER (high flyer?) • ROCKET? What about "Roller coasters"? What about "things with wings"? • ROCKET • FLYER • DUCK • LARK Wait, "words starting with/containing..."? "STAR", "SENATOR", "SCRAPER"... They all start with S! • STAR • SENATOR • SCRAPER Is there another one starting with S? None. Wait, what about "sports teams" again? • ROCKET (Houston Rockets) • FLYER (Philadelphia Flyers) • STAR (Dallas Stars) • SENATOR (Ottawa Senators) These are all mascots of professional sports teams (NBA/NHL): • ROCKETS (NBA) • STARS (NHL) • FLYERS (NHL) • SENATORS (NHL) Wait, is there any other? • DUCK (Anaheim Ducks - NHL) Ah! DUCK is also an NHL team (Anaheim Ducks). So we have 5 potential sports teams: ROCKET, FLYER, STAR, SENATOR, DUCK. Let's look at the remaining words if we choose 4 of those: If DUCK is a sports team, the remaining would be: LARK, DIVE, SCRAPER, and one of (ROCKET, FLYER, STAR, SENATOR). Wait, "LARK", "DIVE", "SCRAPER", and ... What do "LARK", "DIVE", "SCRAPER" have in common? Ah! • SKY-LARK • SKY-DIVE • SKY-SCRAPER • SKY-rocket? Or SKY-star? Or SKY-flyer? "SKYROCKET"! Yes! "Sky" prefix: • SKYLARK • SKYDIVE • SKYSCRAPER • SKYROCKET This is extremely clean and fits perfectly! • SKYLARK (LARK) • SKYDIVE (DIVE) • SKYSCRAPER (SCRAPER) • SKYROCKET (ROCKET) If so, the remaining words are: • FLYER (Philadelphia Flyers) • STAR (Dallas Stars) • SENATOR (Ottawa Senators) • DUCK (Anaheim Ducks) These are indeed NHL Teams (mascots in the singular). Let's verify: "Sky" words: LARK, DIVE, SCRAPER, ROCKET. NHL teams: FLYER, STAR, SENATOR, DUCK. Let's submit the "Sky" words first.

We have the last 4 words remaining: FLYER, STAR, SENATOR, DUCK These are NHL team names (singular): • Philadelphia Flyers (FLYER) • Dallas Stars (STAR) • Ottawa Senators (SENATOR) • Anaheim Ducks (DUCK)

We have the following words: TOWEL, RATE, PACE, BLUSH, NOSE, DYE, TRAIL, SCORE, FIDGET, STOCKINGS, CLIP, RANK, MASCARA, SWEAT, GRADE, TIGER Let's look for groups: Group 1: Words meaning speed/grade/rank • PACE, RATE, GRADE, RANK (or SCORE) Let's look at: • PACE, RATE, GRADE, RANK. These all mean to evaluate or speed (rate/pace). Specifically, "RATE, RANK, GRADE, SCORE" are synonyms for evaluating/classifying. "PACE" is speed. Group 2: Things that run (Run in stocking, run a race, sweat runs, nose runs, mascara runs...) "Things that run": • NOSE (runs) • MASCARA (runs) • STOCKINGS (run) • BLUSH? No. • DYE (runs) • SWEAT (runs) • FAUCET (not there) • COLOR (not there) • TIGER (runs - animal) • TRAIL (runs - path) Let's look at "Things associated with worry / nervous reactions": • SWEAT • FIDGET • BLUSH? • NOSE? Wait, what about "Things with a tail"? Or "Tiger, Towel..."? "Towel, Tiger, ..." Could we have "Paper ___"? • Towel (Paper towel) • Tiger (Paper tiger) • Clip (Paper clip) • Trail? (Paper trail) This is a very strong NYT category: "Paper ______" • Paper TOWEL • Paper TIGER • Paper CLIP • Paper TRAIL This leaves: RATE, PACE, BLUSH, NOSE, DYE, SCORE, FIDGET, STOCKINGS, RANK, MASCARA, SWEAT, GRADE Let's check the remaining words: RATE, PACE, BLUSH, NOSE, DYE, SCORE, FIDGET, STOCKINGS, RANK, MASCARA, SWEAT, GRADE Group with RANK, GRADE, RATE, SCORE: • RANK, GRADE, RATE, SCORE (These are all synonyms for evaluating or performance level) What is left? PACE, BLUSH, NOSE, DYE, FIDGET, STOCKINGS, MASCARA, SWEAT Let's look at "Things that run": • NOSE • MASCARA • STOCKINGS • DYE • SWEAT (These are five words that can "run". Let's check which fits elsewhere. Perhaps "PACE" goes with "Things that run"? No, pace is a speed. Wait, "BLUSH, FIDGET, SWEAT" are things you do when nervous. Does "PACE" fit there? (Pacing the floor when nervous). Yes! "Nervous habits / signs of nervousness": • BLUSH • FIDGET • SWEAT • PACE (pacing) This is a perfect 4-word group! That leaves the "things that run" group: • STOCKINGS • NOSE • MASCARA • DYE (or SWEAT, but sweat is in the nervous group). Actually, DYE runs. Or maybe mascara, nose, stockings, dye. Let's verify. Let's start with the most certain group: "Paper ___" Words: CLIP, TIGER, TOWEL, TRAIL.

The previous guess was correct (CLIP, TIGER, TOWEL, TRAIL). Remaining words: RATE, PACE, BLUSH, NOSE, DYE, SCORE, FIDGET, STOCKINGS, RANK, MASCARA, SWEAT, GRADE Let's look at the synonyms for "evaluate/classify": • GRADE, RANK, RATE, SCORE. These 4 fit perfectly as synonyms meaning "evaluate" or "assess". Let's check the remaining 8 words after that: PACE, BLUSH, NOSE, DYE, FIDGET, STOCKINGS, MASCARA, SWEAT Group 1: Signs of nervousness / Habits of a nervous person • PACE (pacing around) • FIDGET • SWEAT • BLUSH (going red) Group 2: Things that can "run" • NOSE (a running nose) • DYE (color runs in the wash) • STOCKINGS (stockings run / get a run) • MASCARA (mascara runs when crying) This partitioning is clean and covers all remaining words perfectly. Let's guess the GRADE, RANK, RATE, SCORE group.

We have 8 words left: PACE, BLUSH, NOSE, DYE, FIDGET, STOCKINGS, MASCARA, SWEAT Let's group: "Signs of nervousness": • PACE • BLUSH • FIDGET • SWEAT "Things that run": • NOSE • DYE • STOCKINGS • MASCARA Let's submit the "Signs of nervousness" group.

Remaining words: DYE, MASCARA, NOSE, STOCKINGS These are "things that run".

We have 16 words: START, VHS, DAY, POLE, COMBINE, FLOWER, MTV, NES, BOND, BIRTH, FUSE, WED, DAWN, GENESIS, ALF, FLY. Let's look for groups: 1. "TV networks" or "channels"? MTV. 2. "Classic/Retro things" or "80s/90s icons": VHS, NES, MTV, ALF. - Wait, NES (Nintendo Entertainment System), VHS (Video Home System), MTV (Music Television)? What about ALF (Alien Life Form)? They are all famous acronyms/icons from the 80s/90s. - Let's look at another connection: - "Beginning/Origin": START, DAWN, GENESIS, BIRTH. - "DAWN", "BIRTH", "START", "GENESIS" all mean the beginning of something. Let's check "DAY" or "FUSE" or "FLOWER". - Actually, DAWN, BIRTH, GENESIS, START are high synonyms for "beginning". 3. Let's look at "Double letters" or words that can precede something? - "FLY", "BOND", "FUSE", "COMBINE", "WED"? - "BOND", "COMBINE", "FUSE", "WED" all mean to join or unite. "JOIN", "CONNECT", "LINK" synonyms: - BOND (to join/bind) - COMBINE (to join) - FUSE (to join by melting) - WED (to join in marriage) These four (BOND, COMBINE, FUSE, WED) fit perfectly as "To join/unite". 4. Now we have: Rest: START, VHS, DAY, POLE, FLOWER, MTV, NES, DAWN, GENESIS, ALF, FLY. "Beginning/Origin": - BIRTH, GENESIS, DAWN, START. (This is a solid category: "Beginning"). 5. Leftover: VHS, DAY, POLE, FLOWER, MTV, NES, ALF, FLY. - "FLOWER", "POLE", "FLY", "DAY"? - "MAY" is missing. But: - MAY pole, MAY flower, MAY fly, MAY day? - Yes! "MAY ___": - Maypole (POLE) - Mayflower (FLOWER) - Mayfly (FLY) - Mayday (DAY) This is extremely coherent. 6. Leftover: VHS, MTV, NES, ALF. - What are these? - VHS, MTV, NES, ALF are all 1980s pop culture/tech/TV staples. They are also 3-letter abbreviations/names? - VHS (Video Home System) - 3 letters - MTV (Music Television) - 3 letters - NES (Nintendo Entertainment System) - 3 letters - ALF (Alien Life Form) - 3 letters Wait, ALF is an acronym? Yes, Alien Life Form. They are all famous 3-letter acronyms from 80s pop culture! Let's verify the "Join/Unite" group: • BOND, COMBINE, FUSE, WED. All mean to bring together. This is very solid. Let's start by guessing the "May ___" group: Words: POLE, FLOWER, FLY, DAY.

We have 12 words remaining: START, VHS, COMBINE, MTV, NES, BOND, BIRTH, FUSE, WED, DAWN, GENESIS, ALF. Let's do the "To join/unite" group: Words: BOND, COMBINE, FUSE, WED. These are all verbs meaning "to join or unite". Let's check if there are any other potential words: START, VHS, MTV, NES, BIRTH, DAWN, GENESIS, ALF. None of these mean "to join/unite". So BOND, COMBINE, FUSE, WED is highly likely.

We have 8 words remaining: START, VHS, MTV, NES, BIRTH, DAWN, GENESIS, ALF. Let's group: Group 1: "Beginning / Origin" Words: START, BIRTH, DAWN, GENESIS. These all mean the beginning of something. Group 2: "Famous 1980s acronyms" (or similar) Words: VHS, MTV, NES, ALF. VHS (1976/1980s), MTV (1981), NES (1983/1985), ALF (1986). All are iconic acronyms/initialisms of the 80s, or just 3-letter acronyms. Let's submit "START, BIRTH, DAWN, GENESIS".

We have 4 words remaining: ALF, MTV, NES, VHS. These are all famous 3-letter acronyms / 1980s icons. Let's submit them to complete the game.

We have 16 words: BRAIN, FILM, SCATTER, FEATURE, SPRINKLE, CREPE PAPER, PRUNE, TOOTH, SHAR PEI, POTATO, TALK, FLICK, PICTURE, LITTER, SIXTEEN, PEPPER Let's look for connections: 1. "Things that are wrinkled"? • BRAIN • PRUNE • SHAR PEI • CREPE PAPER • POTATO (can be wrinkled?) 2. "Movie" synonyms: • FILM • FEATURE • FLICK • PICTURE • TALK (Talkie? No, "talk" doesn't quite fit, but maybe? Or "talk" represents something else) 3. "Scatter / disperse / sprinkle" synonyms: • SCATTER • SPRINKLE • PEPPER • LITTER (to scatter or leave lying about) • Also "strew" or "sow" (not there). Let's check: SCATTER, SPRINKLE, PEPPER, LITTER. "To pepper" means to shower or sprinkle with. 4. "Sweet sixteen", "Sweet potato", "Sweet tooth", "Sweet pea" (not there), "Sweet talk", "Sweet pepper" (bell pepper)? Let's check "SWEET ___": • SIXTEEN (Sweet sixteen) • POTATO (Sweet potato) • TOOTH (Sweet tooth) • TALK (Sweet talk) • PEPPER (Sweet pepper) • PEI (No, Shar Pei) • PRUNE (No) • BRAIN (No) Wait, SIXTEEN, POTATO, TOOTH, TALK, PEPPER are 5 words that can follow "SWEET". If PEPPER belongs with SCATTER, SPRINKLE, LITTER: Let's see if there is another word for "scatter/sprinkle": SCATTER, SPRINKLE, LITTER, PEPPER. "Pepper" works well as a verb meaning to sprinkle/scatter (e.g., peppered with questions, peppered with holes). What about "SWEET ___": • SIXTEEN • POTATO • TOOTH • TALK -(PEPPER) What about things that are wrinkled/creased? • CREPE PAPER • SHAR PEI • PRUNE • BRAIN Let's verify "Wrinkled things": • BRAIN (highly folded/wrinkled) • CREPE PAPER (crinkled/wrinkled) • PRUNE (wrinkled) • SHAR PEI (wrinkled dog) This leaves: Group A (Wrinkled): BRAIN, CREPE PAPER, PRUNE, SHAR PEI Group B (Movie): FEATURE, FILM, FLICK, PICTURE Group C ("Sweet" prefixes): SIXTEEN, POTATO, TOOTH, TALK Group D (Scatter/strew): LITTER, PEPPER, SCATTER, SPRINKLE Let's test Group B first (FEATURE, FILM, FLICK, PICTURE). This seems very solid as synonyms for a movie.

We have 12 words remaining: BRAIN, SCATTER, SPRINKLE, CREPE PAPER, PRUNE, TOOTH, SHAR PEI, POTATO, TALK, LITTER, SIXTEEN, PEPPER Remaining groups from my previous analysis: 1. Wrinkled things: BRAIN, CREPE PAPER, PRUNE, SHAR PEI 2. Words that can follow "SWEET": SIXTEEN, POTATO, TOOTH, TALK Wait, "PEPPER" can also follow "sweet" (sweet pepper), but PEPPER is also needed for the "scatter/strew" group: LITTER, PEPPER, SCATTER, SPRINKLE. Without PEPPER, Group D (LITTER, SCATTER, SPRINKLE) only has 3 words. So PEPPER must belong to the "scatter/strew" group: LITTER, PEPPER, SCATTER, SPRINKLE. Thus, the "SWEET ___" group must be: SIXTEEN, POTATO, TOOTH, TALK. Let's submit the "SWEET ___" group: SIXTEEN, POTATO, TOOTH, TALK.

Remaining words: BRAIN, SCATTER, SPRINKLE, CREPE PAPER, PRUNE, SHAR PEI, LITTER, PEPPER Group 1: Things that are wrinkled • BRAIN • CREPE PAPER • PRUNE • SHAR PEI Group 2: To scatter / strew • LITTER • PEPPER • SCATTER • SPRINKLE Let's submit the "scatter" group.

The remaining words are: BRAIN, CREPE PAPER, PRUNE, SHAR PEI Category: Things that are wrinkled. Let's submit them.

<thinking> We have 16 words: UNCHAINED, FIELD, CHIEF, HEAD, CHEST, CHAIR, GREEN, PEA, LAWN, COCO, GROUNDS, DOGS, HAZEL, FICTION, BROWN, DIRECTOR. Let's look for categories: 1. Directors/titles associated with movies or just words? "Pulp Fiction", "Reservoir Dogs", "Jackie Brown", "Django Unchained" -> Quentin Tarantino movies (FICTION, DOGS, BROWN, UNCHAINED). Let's check: • DOGS (Reservoir Dogs) • FICTION (Pulp Fiction) • BROWN (Jackie Brown) • UNCHAINED (Django Unchained) This looks like an incredibly strong category: Tarantino movie subtitles/ends ("Dogs", "Fiction", "Brown", "Unchained"). Let's look at another category to verify: • Shades of green? GREEN, PEA, HAZEL, LAWN? No, green shades: GREEN, PEA, HAZEL... • Heads of organizations: CHIEF, HEAD, CHAIR, DIRECTOR. This is a perfect category of 4: CHIEF, HEAD, CHAIR, DIRECTOR (meaning leader/boss). • What about FIELD, GROUNDS, LAWN, GREEN? (Areas of grass/playing areas: FIELD, GROUNDS, LAWN, GREEN). • What about COCO, CHEST, HAZEL, BROWN? Nuts? COCO(nut), CHEST(nut), HAZEL(nut), PEA(nut). Another perfect category of 4! Let's double-check the Nuts: • COCO (Coconut) • CHEST (Chestnut) • HAZEL (Hazelnut) • PEA (Peanut) These fit perfectly with "___nut". Let's double-check the grass/grounds category: • FIELD • GREEN • GROUNDS • LAWN These fit "grassy areas" or similar. Let's double-check the leaders: • CHAIR • CHIEF • DIRECTOR • HEAD These fit "organizational leaders". And the Tarantino films: • BROWN (Jackie Brown) • DOGS (Reservoir Dogs) • FICTION (Pulp Fiction) • UNCHAINED (Django Unchained) This partitions the 16 words perfectly without any overlaps. Let's start by submitting the Tarantino category. Words: BROWN, DOGS, FICTION, UNCHAINED.

The previous attempt failed due to a processing error or format mismatch. Let me resubmit the exact same guess as it is highly confident and uses the exact words from the available list. Words: BROWN, DOGS, FICTION, UNCHAINED. These are in the list.

The previous guess was correct. 12 words remaining: CHAIR, CHEST, CHIEF, COCO, DIRECTOR, FIELD, GREEN, GROUNDS, HAZEL, HEAD, LAWN, PEA. Next category: "___nut" (Nuts) • COCO (Coconut) • CHEST (Chestnut) • HAZEL (Hazelnut) • PEA (Peanut) Let's verify the other categories with the remaining words: • Leaders: CHAIR, CHIEF, DIRECTOR, HEAD • Grassy areas: FIELD, GREEN, GROUNDS, LAWN Everything partitions perfectly. I will guess the "___nut" category. Words: CHEST, COCO, HAZEL, PEA

8 words remaining: CHAIR, CHIEF, DIRECTOR, FIELD, GREEN, GROUNDS, HEAD, LAWN. Category 1: Leaders/Heads • CHAIR • CHIEF • DIRECTOR • HEAD Category 2: Grassy areas • FIELD • GREEN • GROUNDS • LAWN Let's submit the Leaders category first. Words: CHAIR, CHIEF, DIRECTOR, HEAD

4 words remaining: FIELD, GREEN, GROUNDS, LAWN These belong to the category "grassy areas" or similar. Let's submit them to complete the game.

Let's analyze the available words: FIDDLE, KETTLE, FLIPPER, WING, STOVETOP, FIN, ARM, FRITTER, TENDER, POPPER, SWEET, MICROWAVE, KIND, TRIFLE, WARM, THROW Looking for groups: Group 1: Kitchen appliances/cookware parts or heating devices? KETTLE, STOVETOP, MICROWAVE... maybe ways to heat things? Group 2: Things that mean "waste time" or "mess around"? FIDDLE, FRITTER, TRIFLE... wait, "fritter away", "trifle with", "fiddle around", "throw away"? No. FRITTER, KETTLE, POPPER, SWEET? Wait, words with "corn" in front of them? • Corn fritter • Corn kettle (Kettle corn) • Corn popper (Popper? Popcorn?) • Corn sweet (Sweet corn) • Corn dog? Not here. • Corn fidder? No. • Candy corn? • Popcorn, Kettle corn, Sweet corn, Corn fritter? Let's look at: FRITTER, KETTLE, POPPER, SWEET. (All can be preceded by "corn" or related to corn: Corn fritter, Kettle corn, Corn popper / Popcorn, Sweet corn). Group 3: Parts of a pinball machine? FLIPPER, FIN... Wait, "ARM", "WING", "FIN", "FLIPPER" - appendages or parts of animals/planes? • Fish/mammal swimming appendages: FIN, FLIPPER. • Flying appendages: WING. • Human appendage: ARM. These are all limbs or appendages: ARM, FIN, FLIPPER, WING. Let's group them together. Group 4: Synonyms for affectionate, caring, or gentle? TENDER, KIND, SWEET, WARM. These four words: • TENDER • KIND • SWEET • WARM These are highly synonymous (gentle/affectionate personality). Let's test this group first as it seems very cohesive.

Remaining words: FIDDLE, KETTLE, FLIPPER, WING, STOVETOP, FIN, ARM, FRITTER, POPPER, TRIFLE, THROW Let's look at: ARM, FIN, FLIPPER, WING These are appendages used for movement/limbs. Let's group them together. • ARM (humans, starfish, etc.) • FIN (fish) • FLIPPER (aquatic mammals) • WING (birds, insects, planes) This is an extremely strong group. Let's guess this next.

Remaining words: FIDDLE, KETTLE, STOVETOP, FRITTER, POPPER, MICROWAVE, TRIFLE, THROW Let's look at the remaining words: FIDDLE, KETTLE, STOVETOP, FRITTER, POPPER, MICROWAVE, TRIFLE, THROW "FRITTER", "TRIFLE", "FIDDLE", "THROW" (Wait. "throw" away? "fritter" away? "trifle" away? "fiddle" away? "waste" synonyms?) Let's think: "Fritter" (away time/money) "Trifle" (away time/money?) "Fiddle" (away time? "fiddle away") "Throw" (away? "throw away") Wait, what about "waste time" or "idle"? • Fiddle (around) • Trifle (with) • Fritter (away) • Throw? Is there another word? Let's look at "KETTLE", "STOVETOP", "MICROWAVE", "POPPER" (as in popcorn popper?). These are popcorn makers or heating appliances? • Kettle (kettle corn?) • Stovetop (stovetop popcorn?) • Microwave (microwave popcorn?) • Popper (popcorn popper?) Yes! These are methods/appliances for making popcorn: • KETTLE • MICROWAVE • POPPER • STOVETOP And the others: • FIDDLE, FRITTER, THROW, TRIFLE. Wait, "waste" or "idle"? • Fritter (away) • Fiddle (away/around) • Trifle (away) • Throw (away)? Actually, "fritter", "trifle", "fiddle" can mean to waste time, or perhaps "spend time aimlessly". Let's guess the popcorn methods first as they are very concrete: KETTLE, MICROWAVE, POPPER, STOVETOP.

Remaining words: FIDDLE, FRITTER, THROW, TRIFLE These should be the final four. Let's confirm the connection: • FIDDLE (away) • FRITTER (away) • THROW (away) • TRIFLE (away - e.g., "trifle away one's time") Or "waste": to fiddle away, fritter away, throw away, trifle away. Everything fits perfectly.

We have 16 words: CARPET, BANK, CONNECTION, SPARK, LAMINATE, WAILER, SHORE, HEARTBREAKER, COAST, BANSHEE, STRAND, WOOD, FIREWORKS, TILE, PIP, CHEMISTRY Let's look for connections between these words. 1. Types of flooring: LAMINATE, TILE, CARPET, WOOD. Are there other flooring types? STRAND (strand woven bamboo)? But CARPET, LAMINATE, TILE, WOOD are the most common standard flooring types. 2. Chemistry, Spark, Fireworks, Connection... wait. "Chemistry" can mean a spark between people: CHEMISTRY, SPARK, CONNECTION... maybe HEARTBREAKER? Or PIP? Wait, what about: BANSHEE, WAILER, HEARTBREAKER, ... Are these related to crying/screaming/grief? Or music groups? "The Wailers" (Bob Marley), "The Heartbreakers" (Tom Petty). Wait, "The Heartbreakers" (Tom Petty & the Heartbreakers), "The Wailers" (Bob Marley and the Wailers), "The Banshees" (Siouxsie and the Banshees). Is there another backing band? How about "The Miracles", "The Belmonts", "The Attractions", "The Revolution", "The E Street Band", "The Silver Bullet Band"? Let's look at the remaining words: CARPET, BANK, CONNECTION, SPARK, LAMINATE, SHORE, COAST, STRAND, WOOD, FIREWORKS, TILE, PIP, CHEMISTRY. Wait, Gladys Knight & the PIPS! "Pip" or "Pips". "The Pips". So: BANSHEE (Siouxsie and the Banshees), HEARTBREAKER (Tom Petty and the Heartbreakers), PIP (Gladys Knight & the Pips), WAILER (Bob Marley and the Wailers). These are all singular versions of famous backing bands (Banshees, Heartbreakers, Pips, Wailers). This looks like an extremely strong category: BANSHEE, HEARTBREAKER, PIP, WAILER. Let's check the leftover words: CARPET, BANK, CONNECTION, SPARK, LAMINATE, SHORE, COAST, STRAND, WOOD, FIREWORKS, TILE, CHEMISTRY. Under "flooring": CARPET, LAMINATE, TILE, WOOD. These fit perfectly as flooring options. Remaining words: BANK, CONNECTION, SPARK, SHORE, COAST, STRAND, FIREWORKS, CHEMISTRY. Let's look at SHORE, COAST, STRAND, BANK. These are all synonyms for land bordering a body of water (shore, coast, bank, strand). "Strand" can mean a beach or shoreline. This leaves: CONNECTION, SPARK, FIREWORKS, CHEMISTRY. These are all words for "romantic spark" or "chemistry between two people" (connection, spark, fireworks, chemistry). This is a beautiful and clean 4x4 partition: 1. Backing bands (minus 's'): BANSHEE, HEARTBREAKER, PIP, WAILER. 2. Flooring types: CARPET, LAMINATE, TILE, WOOD. 3. Land bordering water: BANK, COAST, SHORE, STRAND. 4. Romantic spark/chemistry: CHEMISTRY, CONNECTION, FIREWORKS, SPARK. Let's start by guessing the flooring types category as it is very solid. CARPET, LAMINATE, TILE, WOOD.

Now we have 12 words remaining: BANK, CONNECTION, SPARK, WAILER, SHORE, HEARTBREAKER, COAST, BANSHEE, STRAND, FIREWORKS, PIP, CHEMISTRY The three remaining categories I identified: 1. Backing bands (singular): BANSHEE, HEARTBREAKER, PIP, WAILER. (Siouxsie and the Banshees, Tom Petty and the Heartbreakers, Gladys Knight & the Pips, Bob Marley and the Wailers). 2. Shorelines / Lands by water: BANK, COAST, SHORE, STRAND. 3. Romantic spark: CHEMISTRY, CONNECTION, FIREWORKS, SPARK. Let's submit the "Backing bands" category next. BANSHEE, HEARTBREAKER, PIP, WAILER.

Now we have 8 words remaining: BANK, CONNECTION, SPARK, SHORE, COAST, STRAND, FIREWORKS, CHEMISTRY Let's do the shorelines category: BANK, COAST, SHORE, STRAND

Now we have 4 words remaining: CHEMISTRY, CONNECTION, FIREWORKS, SPARK These relate to romantic sparks/chemistry. I will submit them to complete the game.

The words HAN, MING, SONG, and TANG are all prominent Chinese dynasties. This is a highly specific and cohesive category.

The remaining words are: STAG, PUNCH, SINGLE, ZING, JACK, BUCK, FREE, SOLO, ZEST, RAM, KICK, BILLY. Let's look for groups: • Male animals: - BUCK (male deer/rabbit/etc.) - STAG (male deer) - RAM (male sheep) - BILLY (male goat) - JACK (male donkey/rabbit) Let's keep this in mind. • Words meaning "unmarried" or "alone": - SINGLE - SOLO - FREE - STAG (as in "going stag") • Words meaning "piquant flavor" or "excitement/bite": - ZEST - ZING - KICK - PUNCH Let's test the "excitement/bite/sharp flavor" category: KICK, PUNCH, ZEST, ZING. All four of these refer to a sharp, exciting quality or flavor (e.g., "this sauce has a kick/punch/zest/zing"). Let's also look at the remaining words if we use those: Male animals: BUCK, RAM, BILLY, JACK (or STAG). Alone/unmarried: SINGLE, SOLO, FREE, STAG. If we group KICK, PUNCH, ZEST, ZING, we have: Remaining: STAG, SINGLE, JACK, BUCK, FREE, SOLO, RAM, BILLY. If we group SOLO, SINGLE, FREE, STAG as "unaccompanied/unmarried": Remaining: JACK, BUCK, RAM, BILLY. These are all male animals (Jack donkey/rabbit, Buck deer/rabbit, Ram sheep, Billy goat). This fits perfectly! Let's submit the flavor/excitement group: KICK, PUNCH, ZEST, ZING.

The remaining words are: STAG, SINGLE, JACK, BUCK, FREE, SOLO, RAM, BILLY. Let's group "unaccompanied/unmarried" or "without a partner": SOLO, SINGLE, FREE, STAG (as in "going stag" or a stag party, meaning unaccompanied/single). Let's group "male animals": BILLY (goat), BUCK (deer/goat/rabbit), JACK (donkey/rabbit), RAM (sheep). Both groups are perfectly distinct and robust. Let's submit: FREE, SINGLE, SOLO, STAG.

The remaining words are: BILLY, BUCK, JACK, RAM. These are all male animals (Billy goat, Buck deer/rabbit, Jack donkey, Ram sheep). Let's submit them to complete the game.

The available words are: GEORGIA, SPLIT, VOLUMETRIC, ARIAL, MERIDA, TIANA, ROUNDOFF, AREAL, IMPACT, AURORA, ANGULAR, VERDANA, ARABESQUE, AERIAL, LINEAR, ARIEL Let's look for categories: 1. Disney Princesses/Protagonists: • MERIDA (Brave) • TIANA (Princess and the Frog) • AURORA (Sleeping Beauty) • ARIEL (The Little Mermaid) These four are definitely Disney Princesses. 2. Fonts: • ARIAL • GEORGIA • VERDANA • IMPACT 3. Homophones of Ariel/Arial/Areal/Aerial: • ARIAL (Font) • ARIEL (Princess) • AREAL (Of or relating to an area) • AERIAL (In the air) This is a classic NYT Connections category! Homophones: AERIAL, AREAL, ARIAL, ARIEL. Let's verify this. Yes, "AERIAL, AREAL, ARIAL, ARIEL" are four homophones (pronounced /'ɛəriəl/). If "ARIAL, ARIEL, AERIAL, AREAL" group together, then: • Fonts remaining: GEORGIA, VERDANA, IMPACT... we need a fourth font. Maybe "SPLIT" or "LINEAR"? "ARIAL" was one, but if it's in the homophones, what is the fourth font? Wait, is there another font? • Gymnastics moves / Ballet positions / Math? • SPLIT, ROUNDOFF, ARABESQUE, AERIAL? Wait, tumbling/gymnastics moves: • SPLIT • ROUNDOFF • ARABESQUE (ballet/gymnastics) • AERIAL (gymnastics cartwheel without hands) If AERIAL, SPLIT, ROUNDOFF, ARABESQUE are gymnastics/dance moves, then what about: • Disney Princesses: TIANA, MERIDA, AURORA, ARIEL. • Spatial/Measurement terms: VOLUMETRIC, AREAL, ANGULAR, LINEAR? Yes! • LINEAR (1D) • AREAL (2D / area) • VOLUMETRIC (3D / volume) • ANGULAR (relating to angle) Wait, is "AREAL" a word? Yes, areal means pertaining to an area. Let's double-check: LINEAR, AREAL, VOLUMETRIC, ANGULAR? Or maybe dimensional/geometric adjectives: LINEAR, AREAL, VOLUMETRIC... what's the fourth? ANGULAR? Let's check the Disney Princesses: TIANA, MERIDA, AURORA, ARIEL. This looks extremely solid. Let's start with this guess to secure one group.

my analysis of the remaining words: GEORGIA, SPLIT, VOLUMETRIC, ARIAL, ROUNDOFF, AREAL, IMPACT, ANGULAR, VERDANA, ARABESQUE, AERIAL, LINEAR Let's group the remaining: 1. Fonts: • ARIAL • GEORGIA • VERDANA • IMPACT This is a very clear group of well-known sans-serif/serif computer fonts. 2. Gymnastics/Dance moves: • SPLIT • ROUNDOFF • ARABESQUE • AERIAL (an aerial cartwheel) 3. Dimensional/Geometric adjectives: • LINEAR (1D/length) • AREAL (2D/area) • VOLUMETRIC (3D/volume) • ANGULAR (angle) Let's test the Fonts group first. • ARIAL, GEORGIA, VERDANA, IMPACT. All of these are standard Microsoft fonts.

Remaining words: SPLIT, VOLUMETRIC, ROUNDOFF, AREAL, ANGULAR, ARABESQUE, AERIAL, LINEAR Group 1: Gymnastics/Dance moves • SPLIT • ROUNDOFF • ARABESQUE • AERIAL Group 2: Dimensional/Geometric adjectives (relating to dimensions or measurements: 1D = linear, 2D = areal, 3D = volumetric, angular? Or parts of coordinates/measurements) • LINEAR • AREAL • VOLUMETRIC • ANGULAR Let's test the Gymnastics/Dance moves group: SPLIT, ROUNDOFF, ARABESQUE, AERIAL.

Remaining words: ANGULAR, AREAL, LINEAR, VOLUMETRIC These are spatial or measurement-related adjectives (corresponding to angle, area, line, volume respectively). Let's submit them to complete the game.

We have 16 words: JAZZ, READ, BLEW, SPLIT, RAP, BURST, SPECTER, AMERICANA, BROKE, FORECAST, CHORAL, SPIRIT, SHADE, WIGHT, CALL, DIVINE Let's look for connections: 1. Words meaning "predicted" or "foretold": FORECAST, DIVINE, READ, CALL? "Read" (tarot cards), "Divine" (foresee), "Forecast" (predict), "Call" (predict an outcome). Or maybe "prophesy"? 2. Synonyms for ghosts/apparitions: SPECTER, SPIRIT, SHADE, WIGHT. A "wight" is a spirit or ghost (or undead creature). "Shade" is a ghost. "Specter" is a ghost. "Spirit" is a ghost. Let's check this connection: SPECTER, SPIRIT, SHADE, WIGHT. 3. "Blew", "Split", "Broke", "Burst"? Words meaning "ruptured/exploded" or "departed quickly"? • "Blew" (as in blew town?), "Split" (left), "Broke", "Burst". Wait, "Blew", "Split", "Broke", "Burst" - past tense of words that can mean "shattered" or "ran away"? Or: "broke", "blew", "split", "burst" are synonyms for "ruptured" or "popped" or left? "Broke", "Burst", "Blew" (as in a fuse, or a tire?). "Split" (as in pants splitting, or a seam?). Wait, "Broke", "Split", "Burst", "Blew" can all mean "parted or broken apart" (e.g., "the bubble burst", "the pipe broke", "the seam split", "the tire blew"). 4. Music genres: JAZZ, RAP, CHORAL, AMERICANA. Are these music genres? Yes, jazz music, rap music, choral music, americana music. Let's see: JAZZ, RAP, AMERICANA, CHORAL. Let's test the Ghost category first: SPECTER, SPIRIT, SHADE, WIGHT. These represent "Spooky/Ghostly figures". Let's submit this group.

The remaining words are: JAZZ, READ, BLEW, SPLIT, RAP, BURST, AMERICANA, BROKE, FORECAST, CHORAL, DIVINE, CALL. Let's look at: 1. Past tense verbs meaning "went pop" / "ruptured" / "broke apart": BLEW (as in a fuse, or a tire) BROKE (as in a string, or a pipe) BURST (as in a balloon, or a bubble) SPLIT (as in pants, or a seam) These four seem very strongly related: BLEW, BROKE, BURST, SPLIT. Let's double check the remaining 8 words: JAZZ, READ, RAP, AMERICANA, FORECAST, CHORAL, DIVINE, CALL. Are there other connections? For "predict / foresee": READ (e.g., palms, tea leaves) DIVINE (to foretell) FORECAST (to predict) CALL (to predict, as in "call a race" or "good call") And that leaves: JAZZ, RAP, AMERICANA, CHORAL. These are indeed music genres/styles. This is a perfect partition: Group 1 (Solved): SHADE, SPECTER, SPIRIT, WIGHT (Ghosts) Group 2: BLEW, BROKE, BURST, SPLIT (Ruptured / popped) Group 3: CALL, DIVINE, FORECAST, READ (Predict the future) Group 4: AMERICANA, CHORAL, JAZZ, RAP (Music genres) Let's guess Group 2.

Remaining words: AMERICANA, CALL, CHORAL, DIVINE, FORECAST, JAZZ, RAP, READ We partitioned these into two groups: Group A: CALL, DIVINE, FORECAST, READ (Methods or verbs meaning to predict/foretell) Group B: AMERICANA, CHORAL, JAZZ, RAP (Music genres/styles) Let's submit Group A.

Remaining words: AMERICANA, CHORAL, JAZZ, RAP These are all music genres/styles.

We have the following 16 words: MONITOR, SQUID, ROSE, MONTH, JUROR, PEN, WATCH, DONUT, TATTOO MACHINE, PRINTER, WHITE, TRACK, VELVETEEN, ROGER, FOLLOW, TRIX Let's look for connections: 1. "ROGER", "WHITE", "ROSE", "TRIX", "SQUID", "VELVETEEN" (Rabbit connections? Roger Rabbit, White Rabbit, Velveteen Rabbit, Trix Rabbit. Let's look: • "Roger" (Roger Rabbit) • "White" (White Rabbit) • "Velveteen" (Velveteen Rabbit) • "Trix" (Trix Rabbit) This looks like "Famous Rabbits". Let's verify if there are others. "Peter" is not here. "Bugs" is not here. This looks like a solid 4: ROGER, WHITE, VELVETEEN, TRIX. Let's check other words: • MONITOR, PRINTER, PEN, TATTOO MACHINE (Things that use ink? Printer, Pen, Tattoo Machine, ... Squid? Squid squirts ink!). "Things that use ink": PEN, PRINTER, SQUID, TATTOO MACHINE. • MONITOR, WATCH, FOLLOW, TRACK (verbs meaning to observe or keep tabs on? Yes: MONITOR, WATCH, FOLLOW, TRACK). • What is left? JUROR, MONTH, DONUT, ROSE. Wait. Let's see: JUROR, MONTH, DONUT, ROSE. Is there a connection for JUROR, MONTH, DONUT, ROSE? • "Grand" juror? • "Glazed" donut? • types of rings? Rose (rose gold?), Donut (donut ring?), Month (birthstone/month?), Juror?? No. • Things that have holes? Donut. • Things that come in 12s? - Months in a year (12) - Donuts in a dozen (12) - Jurors on a jury (12) - Roses in a dozen (12) This is an incredibly perfect category: "Things that come in dozens / groups of 12"! • Month (12 months in a year) • Donut (12 in a dozen) • Rose (12 in a dozen) • Juror (12 on a standard petit jury) Let's double check the other categories: 1. Rabbits: ROGER, WHITE, VELVETEEN, TRIX. (Perfect) 2. Things that use ink/produce ink: PEN, PRINTER, SQUID, TATTOO MACHINE. (Perfect) 3. Keep an eye on / observe: FOLLOW, MONITOR, TRACK, WATCH. (Perfect) 4. Things that come in 12s: DONUT, JUROR, MONTH, ROSE. (Perfect) Let's start by guessing the "Things that come in 12s" or "Rabbits" category. I am very confident in all of these. Let's guess the Rabbits first: ROGER, TRIX, VELVETEEN, WHITE.

Now we have 12 words remaining: MONITOR, SQUID, ROSE, MONTH, JUROR, PEN, WATCH, DONUT, TATTOO MACHINE, PRINTER, TRACK, FOLLOW The categories identified are: 1. Things that come in 12s / Groups of 12: DONUT, JUROR, MONTH, ROSE. 2. Observe / keep tabs on: FOLLOW, MONITOR, TRACK, WATCH. 3. Things that use/produce ink: PEN, PRINTER, SQUID, TATTOO MACHINE. Let's submit "Things that come in 12s": DONUT, JUROR, MONTH, ROSE.

Now we have 8 words remaining: MONITOR, SQUID, PEN, WATCH, TATTOO MACHINE, PRINTER, TRACK, FOLLOW The groups are: Group A: FOLLOW, MONITOR, TRACK, WATCH (Verbs meaning to observe or keep tabs on) Group B: PEN, PRINTER, SQUID, TATTOO MACHINE (Things that use or secrete ink) Let's submit Group A first: FOLLOW, MONITOR, TRACK, WATCH.

We have 4 words remaining: PEN, PRINTER, SQUID, TATTOO MACHINE These are "things that use ink". Let's submit them.

We have the following 16 words: MAIN, BEST, HATCH, KEY, DOWNING, SCALE, GATE, TOP, COMPASS, DOOR, PORTAL, INSET, WALL, FLEET, BEAT, BETTER. Let's look for categories: 1. Ways to enter/passageways/openings: HATCH, GATE, DOOR, PORTAL. Wait, WALL, GATE, DOOR, HATCH, PORTAL? Let's check "DOOR, GATE, HATCH, PORTAL" - these are all types of openings/entrances. Another option: "compass directions" or something similar? No. Let's look at: STREETS/PLACES in London? DOWNING (Downing Street), FLEET (Fleet Street), WALL (Wall Street - New York), MAIN (Main Street - general), KEY? "Famous streets": DOWNING, FLEET, WALL, MAIN. Let's think if there are others. GATE (Gate Street?), COMPASS? Wait, "FLEET, WALL, DOWNING, MAIN" are all famous streets (or types of streets/street names): Wall Street, Downing Street, Fleet Street, Main Street. 2. "To defeat/surpass": BEAT, BEST, BETTER, TOP. "To outdo": BEAT, BEST, BETTER, TOP. (e.g., "to best someone", "to top someone", "to better someone", "to beat someone"). This looks like a very strong category. Words: BEAT, BEST, BETTER, TOP. 3. Map features/elements: SCALE, COMPASS, INSET, KEY. These are all standard parts of a map legend/layout: Scale, Compass (or Compass Rose), Inset (map), Key (or Legend). Very strong category! 4. If these three categories are correct: - "To outdo": BEAT, BEST, BETTER, TOP. - Map features: SCALE, COMPASS, INSET, KEY. - Famous streets / Street suffixes? DOWNING, FLEET, WALL, MAIN? "Wall Street", "Downing Street", "Fleet Street", "Main Street". - This leaves: DOOR, GATE, HATCH, PORTAL. These are all "openings" or "ways through a barrier". Let's verify the "Map features" group: COMPASS, INSET, KEY, SCALE. This is extremely cohesive. Let's test "To outdo": BEAT, BEST, BETTER, TOP. Also highly cohesive. Let's test "Entrances/Openings": DOOR, GATE, HATCH, PORTAL. Also highly cohesive. Let's test "Famous streets": DOWNING, FLEET, MAIN, WALL. • Downing Street (London) • Fleet Street (London) • Wall Street (New York) • Main Street (General) These are all famous streets where the "Street" part is typically omitted in common parlance (e.g., "Wall Street" is often just "Wall", "Downing Street" is "Downing", "Fleet Street" is "Fleet", "Main Street" is "Main"). Let's start by guessing the most certain one: Map features (COMPASS, INSET, KEY, SCALE).

Now we have 12 words remaining: MAIN, BEST, HATCH, DOWNING, GATE, TOP, DOOR, PORTAL, WALL, FLEET, BEAT, BETTER. Let's group them: Category 1: "To surpass/outdo" BEAT, BEST, BETTER, TOP. Category 2: "Entrances/Openings" DOOR, GATE, HATCH, PORTAL. Category 3: "Famous streets (without 'Street')" DOWNING, FLEET, MAIN, WALL. Let's guess "BEAT, BEST, BETTER, TOP" next.

Remaining words: DOWNING, FLEET, MAIN, WALL, DOOR, GATE, HATCH, PORTAL. Let's group: Category: Openings/Entrances DOOR, GATE, HATCH, PORTAL Let's guess this group next.

Remaining words: DOWNING, FLEET, MAIN, WALL These are indeed famous streets: • Downing (Street) • Fleet (Street) • Main (Street) • Wall (Street)

We have 16 words: STATE, THROW, PLAY, KEEP, JUSTICE, PASS, FULFILL, SHEET, BLANKET, SHAM, LABOR, ENERGY, DRAW, HONOR, UPHOLD, DISCARD Let's look for categories: 1. Bedding: SHEET, BLANKET, SHAM. Is there a fourth? THROW (as in a throw blanket) or maybe PLAY? Throw blanket is very common. Let's look at THROW, SHEET, BLANKET, SHAM. 2. Maintain/Support: KEEP, FULFILL, HONOR, UPHOLD. (e.g., "uphold a promise", "honor a promise", "keep a promise", "fulfill a promise"). Or maybe JUSTICE, STATE, LABOR, ENERGY (US Cabinet Departments: Department of State, Department of Justice, Department of Labor, Department of Energy). Let's verify the Cabinet Departments: • STATE (Department of State) • JUSTICE (Department of Justice) • LABOR (Department of Labor) • ENERGY (Department of Energy) This looks like an extremely solid category: US Cabinet Departments (State, Justice, Labor, Energy). Let's check the remaining words: PLAY, PASS, FULFILL, KEEP, HONOR, UPHOLD, DRAW, DISCARD, SHEET, BLANKET, SHAM, THROW. What about "keep/fulfill/honor/uphold": • KEEP (a promise/agreement) • FULFILL (a promise/agreement) • HONOR (a promise/agreement) • UPHOLD (a promise/agreement) This leaves: PLAY, PASS, DRAW, DISCARD, SHEET, BLANKET, SHAM, THROW. Let's look at SHEET, BLANKET, SHAM, THROW: • These are all bedding items (Sheet, Blanket, Sham, Throw). This fits perfectly. Let's look at the remaining 4: • PLAY, PASS, DRAW, DISCARD. Are these card game actions? • PLAY a card • PASS • DRAW a card • DISCARD a card Yes! Turn actions in a card game. This gives a beautiful, complete partition: 1. Cabinet Departments: STATE, JUSTICE, LABOR, ENERGY 2. Bedding: SHEET, BLANKET, SHAM, THROW 3. Actions with a promise/oath: KEEP, FULFILL, HONOR, UPHOLD 4. Card game actions: PLAY, PASS, DRAW, DISCARD Let's start by guessing the Cabinet Departments: STATE, JUSTICE, LABOR, ENERGY.

The previous guess (STATE, JUSTICE, LABOR, ENERGY) was CORRECT. Remaining words: THROW, PLAY, KEEP, PASS, FULFILL, SHEET, BLANKET, SHAM, DRAW, HONOR, UPHOLD, DISCARD Let's test the bedding category: THROW, SHEET, BLANKET, SHAM. Or the "abide by/satisfy" category: KEEP, FULFILL, HONOR, UPHOLD. Both look extremely strong. Let's submit the bedding category next. Words to use: BLANKET, SHAM, SHEET, THROW.

Remaining words: PLAY, KEEP, PASS, FULFILL, DRAW, HONOR, UPHOLD, DISCARD Let's test the "abide by/satisfy" category: KEEP, FULFILL, HONOR, UPHOLD (e.g., to keep/fulfill/honor/uphold a commitment or promise). The other category is card game actions: PLAY, PASS, DRAW, DISCARD. Both are very clean. Let's submit KEEP, FULFILL, HONOR, UPHOLD.

Remaining words: PLAY, PASS, DRAW, DISCARD This is the final group, representing card game actions.

Let's analyze the 16 remaining words: GOOD SHEPHERD, CUP, LEFT, LIBERAL, DEPARTED, FICTIONAL BOXER, SHAKE, RAINMAKER, THEATER, SPLIT, PROGRESSIVE, SPACECRAFT, BLUE, MARTIAN, CONE, GREEK/ROMAN GOD Let's group the words: 1. Political leaning / left-wing: LEFT, LIBERAL, PROGRESSIVE, BLUE (Democrats are blue, left-leaning) 2. Types of ice cream holders / servings? CUP, CONE, SHAKE, SPLIT (Banana split) - This looks like a very strong category: "Ice cream orders/treats" or "Ice cream parlor options" (CUP, CONE, SHAKE, SPLIT). 3. Words that go with "The" to form movies (Matt Damon movies?): • "The Good Shepherd" (Matt Damon) • "The Departed" (Matt Damon) • "The Rainmaker" (Matt Damon) • "The Martian" (Matt Damon) • "The Talented Mr. Ripley"? • "The Informant!"? Let's check Matt Damon: • The Good Shepherd (directed by Robert De Niro, starring Matt Damon) • The Departed (starring Matt Damon) • The Rainmaker (starring Matt Damon) • The Martian (starring Matt Damon) This fits perfectly! Four Matt Damon movies: GOOD SHEPHERD, DEPARTED, RAINMAKER, MARTIAN. 4. Let's look at the remaining words: FICTIONAL BOXER, THEATER, SPACECRAFT, GREEK/ROMAN GOD Wait, what do these have in common? Are they things named "Apollo"? • Apollo Creed (FICTIONAL BOXER) • Apollo Theater (THEATER) • Apollo spacecraft (SPACECRAFT) • Apollo (GREEK/ROMAN GOD) Yes! "Things named Apollo"! Let's double-check the categories: Category A (Apollo ___ or Things named Apollo): • FICTIONAL BOXER (Apollo Creed) • THEATER (Apollo Theater) • SPACECRAFT (Apollo program/spacecraft) • GREEK/ROMAN GOD (Apollo) Category B (Matt Damon movies preceded by "The"): • DEPARTED (The Departed) • GOOD SHEPHERD (The Good Shepherd) • MARTIAN (The Martian) • RAINMAKER (The Rainmaker) Category C (Ice cream treats/servings): • CONE • CUP • SHAKE • SPLIT Category D (Left-of-center / Political left): • BLUE • LEFT • LIBERAL • PROGRESSIVE This is a perfect partition of all 16 words. Let's start by guessing Category A: FICTIONAL BOXER, GREEK/ROMAN GOD, SPACECRAFT, THEATER.

Now let's submit Category B: Matt Damon movies preceded by "The". Words: DEPARTED, GOOD SHEPHERD, MARTIAN, RAINMAKER

Now let's submit Category C: Ice cream treats/servings. Words: CONE, CUP, SHAKE, SPLIT

Now let's submit Category D: Left-of-center political terms. Words: BLUE, LEFT, LIBERAL, PROGRESSIVE

We have 16 words: GOATEE, HORSEFEATHERS, PITCHFORK, SHEEPSHANK, HOGWASH, TAIL, POLE, BATON, BUNK, BEND, BOWLINE, HORNS, HURDLE, HAMMER, CROCK, HITCH. Let's look for groups: 1. Nonsense/Baloney: • HORSEFEATHERS • HOGWASH • BUNK • CROCK These 4 all mean "nonsense" or "rubbish". Let's verify: Yes, "crock" (as in "crock of ..."), "bunk", "hogwash", "horsefeathers". 2. Knots / Rope terms: • SHEEPSHANK (a type of knot/hitch) • BOWLINE (a type of knot) • BEND (a type of knot, or knot category) • HITCH (a type of knot) Let's check if there are other knots. These four fit perfectly as knots/hitches. 3. Devil/Goat features / Devil imagery: • GOATEE • HORNS • PITCHFORK • TAIL These are depiction features of the Devil (horns, tail, goatee, pitchfork). 4. Track and field / Athletics equipment or events: • POLE (pole vault) • BATON (relay baton) • HURDLE (hurdles) • HAMMER (hammer throw) This covers all 16 words perfectly with no obvious overlaps that disrupt these clean categories. Let's start by guessing the "Nonsense" category: BUNK, CROCK, HOGWASH, HORSEFEATHERS.

The remaining words are: GOATEE, PITCHFORK, SHEEPSHANK, TAIL, POLE, BATON, BEND, BOWLINE, HORNS, HURDLE, HAMMER, HITCH. Let's test the "Knots" category: • BEND • BOWLINE • HITCH • SHEEPSHANK These are all well-known terms for knots/rope ties. Let's make this guess.

The remaining words are: GOATEE, PITCHFORK, TAIL, POLE, BATON, HORNS, HURDLE, HAMMER. Let's look at: Category A: Devil depictions • GOATEE • HORNS • PITCHFORK • TAIL Category B: Track and Field equipment • BATON • HAMMER • HURDLE • POLE Both groups are very distinct and have no overlapping words among the remaining 8. Let's guess the Devil features first.

The remaining words are: BATON, HAMMER, HURDLE, POLE. These belong to the Track and Field equipment category.