Let's analyze the available words: LAG, CANDLES, PRISONER, ECHO, PARROT, SAILOR, APOLLO, GENIE, MIME, MONKEY, REFEREE, FANTASTIC, DROP, PRINCESS, SAMURAI, FREEZE Potential categories: 1. Things that repeat or imitate you: - ECHO, PARROT, MIME, MONKEY 2. Things in a bottle: - GENIE, SAILOR (ship in a bottle), CANDLES? DROP? 3. Words associated with "JACK": - JACK... FROST? FREEZE? - JACK ... 4. "FOUR..." / "... FOUR": - FANTASTIC FOUR - APOLLO 11? - PRINCESS? Let's look closely at: • Things that imitate / repeat: ECHO, PARROT, MIME, MONKEY (Monkey see, monkey do) • Things associated with "JACK": - JACK FROST / FREEZE? No. - JACK PARROT? Wait, what about "Things that come in a bottle"? • GENIE, MESSAGE, SHIP, LIQUOR... • Wait: DROP (drop in a bottle?), CANDLES? What about "____ OF THE CARIBBEAN"? • PIRATE, SAILOR, PRINCESS... Look at "SAMURAI, SAILOR, PRINCESS, FREEZE"? • Sailor Moon, Samurai Jack, Princess... ? Anime/Cartoons! • Sailor (Moon) • Samurai (Jack) • Freeze (Mr. Freeze?) • Genie? Wait: APOLLO, FANTASTIC, PRINCESS, PRISONER... "___ OF AZKABAN"? Harry Potter? Wait, "___ FOUR": • FANTASTIC FOUR Let's re-examine: ECHO, PARROT, MIME, MONKEY These 4 all copy or imitate behavior: • ECHO (repeats sound) • PARROT (repeats words) • MIME (imitates actions) • MONKEY (imitates - "monkey see, monkey do") Let's check if ECHO, PARROT, MIME, MONKEY form a clean group of "Things that imitate/repeat".

Okay, ECHO, MIME, MONKEY, PARROT was incorrect. Let's look at other connections. Words: LAG, CANDLES, PRISONER, ECHO, PARROT, SAILOR, APOLLO, GENIE, MIME, MONKEY, REFEREE, FANTASTIC, DROP, PRINCESS, SAMURAI, FREEZE Look at words starting with or related to "REF": REFEREE, REFRESH, FREEZE, DROP, LAG? • Internet/Video game latency/issues: LAG, DROP, FREEZE... Wait, "Things associated with repetition / copying": • REPEAT, ECHO, PARROT... Wait, what about "Things in a bottle"? • GENIE, SAILOR (ship), CANDLES?, PRISONER? Wait! "____ IN A BOTTLE": • GENIE in a bottle • MESSAGE in a bottle • LIGHTNING in a bottle • SHIP in a bottle What about "SAMURAI, SAILOR, CANDLES, PRISONER, PRINCESS"? • SAMURAI JACK • PRINCESS (Bride / Peach / Mononoke?) Wait, look at: APOLLO, FANTASTIC, DROP, LAG, FREEZE... Video game performance issues / lag terms: • LAG • FREEZE • DROP (frame drop) • ECHO? (Audio echo?) Wait, what about "FOUR ___"? • FOUR CANDLES (Two Ronnies sketch) • FANTASTIC FOUR • SAMURAI? Wait, "____ OF THE ...": • PRISONER OF AZKABAN • FANTASTIC BEASTS • PRINCESS... Look at "BLACK ___": • BLACK LAG (Lagoon?) • BLACK CANDLES? • BLACK DROP? • BLACK ECHO? • BLACK MONKEY? • BLACK SAMURAI? What about "JACK ___"? • JACK FROST • JACK MONKEY • JACK CANDLES • JACK DROP What about "____ MONKEY": • BRASS MONKEY • GREASE MONKEY • CODE MONKEY • BARREL OF MONKEYS What about "____ TAIL": • CANDLESTAIL? Look at CANDLES, DROP, LAG, FREEZE... Wait, "CANDLES, DROP, FREEZE"? "STOP, DROP, ROLL"? Wait, look at: REFEREE, MIME, CANDLES, MONKEY, PARROT, PRISONER... Striped shirts / outfits worn by: • REFEREE (black and white stripes) • MIME (black and white stripes) • PRISONER (black and white stripes) • SAILOR (French navy striped shirt / Breton shirt) YES! Outfits with black and white stripes / People who wear stripes: • REFEREE • MIME • PRISONER • SAILOR Let's check this! • REFEREE wears black/white stripes • MIME wears black/white stripes • PRISONER wears black/white stripes • SAILOR wears black/white stripes (Breton stripes) That is extremely cohesive and classic Connections style!

Great! That was correct. Remaining words: LAG, CANDLES, ECHO, PARROT, APOLLO, GENIE, MONKEY, FANTASTIC, DROP, PRINCESS, SAMURAI, FREEZE Let's group the remaining words: 1. ECHO, PARROT, MONKEY... + ? Wait, earlier I guessed ECHO, MIME, MONKEY, PARROT and it was INCORRECT (not even "one away"? No, Connections doesn't say "one away" unless configured, wait - prompt says "INCORRECT - ONE AWAY" is a possible response, but response was just "INCORRECT"). Wait! If ECHO, MIME, MONKEY, PARROT had MIME in it (which belonged to the stripes category), then the other 3 (ECHO, PARROT, MONKEY) plus one more word must form the "Imitate/Repeat" group! What is the 4th word that imitates or repeats? Let's look at remaining words: LAG, CANDLES, ECHO, PARROT, APOLLO, GENIE, MONKEY, FANTASTIC, DROP, PRINCESS, SAMURAI, FREEZE. Is there a word that means repeat or copy? • APE (not here) • PARROT (to repeat/copy) • ECHO (to repeat sound) • MONKEY (monkey see monkey do / to copy) • LAG? CANDLES? APOLLO? GENIE? FANTASTIC? DROP? PRINCESS? SAMURAI? FREEZE? Wait, could FREEZE mean copy? No. Wait, is MONKEY not in that group? Let's reconsider what ECHO, PARROT, ___ could be. Wait, "Things that repeat/copy": Is CANDLES, DROP, FREEZE, LAG a group? Wait: • LAG • DROP • FREEZE • ECHO? (Network/system lag terms? Lag, Drop, Freeze, Echo?) Wait, streaming / video game / audio issues: • LAG • DROP (frame drop / dropped frames) • FREEZE (screen freeze) • ECHO (audio echo) Let's test this: LAG, DROP, FREEZE, ECHO! If LAG, DROP, FREEZE, ECHO are "Streaming / Video Call / Online Gaming Glitches/Issues": • LAG • DROP • FREEZE • ECHO Then what is left? Remaining if ECHO, LAG, DROP, FREEZE are taken: CANDLES, PARROT, APOLLO, GENIE, MONKEY, FANTASTIC, PRINCESS, SAMURAI. Look at those remaining 8 words: CANDLES, PARROT, APOLLO, GENIE, MONKEY, FANTASTIC, PRINCESS, SAMURAI Wait! Look at FANTASTIC, SAMURAI, PRINCESS, APOLLO, GENIE, MONKEY, PARROT, CANDLES... Wait! • FANTASTIC FOUR • APOLLO 11 / APOLLO ? • CANDLES? "Sixteen Candles"? • SAMURAI? "Seven Samurai"? • MONKEY? "Twelve Monkeys"? NUMBERS IN MOVIE TITLES! • SIXTEEN CANDLES (16 Candles) • TWELVE MONKEYS (12 Monkeys) • SEVEN SAMURAI (7 Samurai) • FANTASTIC FOUR (4) Wait, let's check: 16 CANDLES 12 MONKEYS 7 SAMURAI FANTASTIC FOUR (or 4) Are there 4 movies with numbers? • SIXTEEN CANDLES • TWELVE MONKEYS • SEVEN SAMURAI • FANTASTIC FOUR Wait, what about the other 4 then? If CANDLES (16), MONKEY (12), SAMURAI (7), FANTASTIC (4): Remaining 4: PARROT, APOLLO, GENIE, PRINCESS. Wait, PARROT, APOLLO, GENIE, PRINCESS? Wait! • APOLLO (Parrot breed? Apollo the African Grey parrot!) • Or "Things with wings"? • Wait! What about "Disney characters"? • "Names of parrots"? • Wait, ALADDIN characters / pets? - GENIE (Aladdin) - PRINCESS (Jasmine) - PARROT (Iago) - MONKEY (Abu) Wait! ALADDIN CHARACTERS / COMPANIONS: - GENIE - PARROT (Iago) - MONKEY (Abu) - PRINCESS (Jasmine)? Or CARPET? Or TIGER (Rajah)? Wait, Jasmine is a PRINCESS! Wait, let's check Aladdin characters: • GENIE • PARROT (Iago) • MONKEY (Abu) • PRINCESS (Jasmine) Wait, what about APOLLO? Where does APOLLO fit? Wait, if APOLLO is not Aladdin, then what about APOLLO 13 (Movie with a number!)? • APOLLO (13) • CANDLES (16 - Sixteen Candles) • MONKEY (12 - Twelve Monkeys) • SAMURAI (7 - Seven Samurai) • FANTASTIC (4 - Fantastic Four) Wait, that's 5 words with numbers in title: APOLLO, CANDLES, MONKEY, SAMURAI, FANTASTIC. Wait! Is FANTASTIC FOUR a movie with a number? Yes, "Fantastic Four" (4). Is "Apollo 13" a movie with a number? Yes, "Apollo 13" (13). Is "Sixteen Candles" a movie with a number? Yes (16). Is "Twelve Monkeys" a movie with a number? Yes (12). Is "Seven Samurai" a movie with a number? Yes (7). Wait, if MONKEY is in 12 Monkeys, then Aladdin companions could be: Wait, is PRINCESS in Aladdin? Jasmine is the Princess. But is PRINCESS a movie title or character? Wait, what about: • ALADDIN characters: GENIE, PARROT, MONKEY, PRINCESS If MONKEY goes to Aladdin, then the 4 movies with numbers are: • CANDLES (16 Candles) • SAMURAI (7 Samurai) • FANTASTIC (Fantastic Four) • APOLLO (Apollo 13) That leaves: Group A: Movies with numbers in the title: • APOLLO (13) • CANDLES (16) • FANTASTIC (4) • SAMURAI (7) Group B: Aladdin characters/roles: • GENIE • MONKEY (Abu) • PARROT (Iago) • PRINCESS (Jasmine) Group C: Video call / Gaming issues: • DROP • ECHO • FREEZE • LAG Let's double check Group C: DROP, ECHO, FREEZE, LAG. • Video call issues: Drop (dropped call/frames), Echo, Freeze, Lag. This is extremely clean and perfect! All 12 remaining words are accounted for into 3 perfect groups of 4! Let me verify each group: Group 1 (Video call / online connectivity issues): • DROP • ECHO • FREEZE • LAG Group 2 (Movies starting with numbers / numbers in title): • APOLLO (Apollo 13) • CANDLES (Sixteen Candles) • FANTASTIC (Fantastic Four) • SAMURAI (Seven Samurai) Group 3 (Characters/figures in Disney's Aladdin): • GENIE • MONKEY (Abu) • PARROT (Iago) • PRINCESS (Jasmine) This is brilliant! Everything fits 100% perfectly without any overlap or ambiguity.

Remaining 8 words: APOLLO, CANDLES, FANTASTIC, GENIE, MONKEY, PARROT, PRINCESS, SAMURAI Category 1: Movies with numbers in their titles • APOLLO (Apollo 13) • CANDLES (Sixteen Candles) • FANTASTIC (Fantastic Four) • SAMURAI (Seven Samurai) Category 2: Characters/figures in Aladdin • GENIE • MONKEY (Abu) • PARROT (Iago) • PRINCESS (Jasmine) Let's make the next guess for Movies with numbers in their titles: APOLLO, CANDLES, FANTASTIC, SAMURAI.

Remaining 4 words: GENIE, MONKEY, PARROT, PRINCESS Category: Figures / Characters in Aladdin (or Aladdin characters/roles) • GENIE (Genie) • MONKEY (Abu) • PARROT (Iago) • PRINCESS (Jasmine) This is the final group.

Let's analyze the available words: WOODY, CHUCK, STILTED, CREATE, THEREFORE, STIFF, WOODSTOCK, AWKWARD, GUTHRIE, CLASSICS, WOOD, SCROOGE, WOODEN, FOGHORN, WOODCHUCK, COULD Looking for patterns/categories: Category 1: Synonyms for unnatural/rigid behavior/mannerisms • AWKWARD, STIFF, STILTED, WOODEN Category 2: First names of famous "Woodys" or related to Woody / Guthrie / Wood • GUTHRIE (Woody Guthrie) • ALLEN (not here) • WOODSTOCK (Snoopy's bird / famous festival) • HARRELSON (not here) Wait, let's look at tongue twister words: "How much wood would a woodchuck chuck if a woodchuck could chuck wood?" • WOOD, WOULD (not here, wait, COULD is here, CHUCK, WOODCHUCK, WOOD) Wait! Cartoon characters? • FOGHORN (Leghorn) • SCROOGE (McDuck) • WOODSTOCK (Peanuts) • WOODY (Woodpecker / Toy Story) Wait, let's re-examine cartoon birds / characters: • FOGHORN (Leghorn - rooster/bird) • SCROOGE (McDuck - duck/bird) • WOODSTOCK (peanuts - bird) • CHUCK (Angry Birds / Chuck Chicken?) Or WOODY (Woodpecker - bird)? Wait! Cartoon birds: 1. FOGHORN (Leghorn) 2. SCROOGE (McDuck) 3. WOODSTOCK (Peanuts) 4. WOODY (Woodpecker) Let's check other words: GUTHRIE CLASSICS THEREFORE CREATE COULD CHUCK WOODCHUCK WOOD Wait! Anagrams or hidden words? What about words ending in/starting with... Look at "COULD", "WOULD", "SHOULD"? No, only COULD is there. Wait, "Things associated with..." Wait! "Words that follow 'WOOD'": • WOODCHUCK, WOODSTOCK... wait, WOOD, WOODY, WOODEN, WOODCHUCK, WOODSTOCK. Wait, look at words: CREATE, THEREFORE, CLASSICS, GUTHRIE... Wait! Anagrams/hidden words or "___ of the ___"? Wait: 1. AWKWARD, STIFF, STILTED, WOODEN (Synonyms for clumsy/rigid/unnatural) 2. FOGHORN, SCROOGE, WOODSTOCK, WOODY (Famous fictional birds! Foghorn Leghorn, Scrooge McDuck, Woodstock, Woody Woodpecker) 3. CHUCK, COULD, WOOD, WOODCHUCK (Words from the woodchuck tongue twister: "How much WOOD would a WOODCHUCK CHUCK if a woodchuck COULD chuck wood?") 4. CREATE, THEREFORE, CLASSICS, GUTHRIE ??? Wait! Wait, what connects CREATE, THEREFORE, CLASSICS, GUTHRIE? Wait... GUTHRIE -> Arlo / Woody Guthrie? CLASSICS -> Illustrated Classics? THEREFORE -> "I think therefore I am"? CREATE -> ? Wait! Look at the letters/prefixes/suffixes or hidden words: GUTHRIE CLASSICS THEREFORE CREATE Wait! "Words containing numbers"? cREATE (three? no) THEREFORE (three? T-H-R-E-E -> THEREfore? TH-R-E-E: T-H-E-R-E-F-O-R-E -> T H R E E? No) GUTHRIE -> THREE? G-U-T-H-R-I-E (three?) CLASSICS -> Wait! Look at: CREATE -> C-REATE -> ELCAT? THEREFORE -> THERE FOR E? Wait: GUTHRIE (Woody Guthrie) CLASSICS (Woody's...?) WOODY (Woody Allen, Woody Harrelson, Woody Guthrie) Wait, if WOODY is with Allen/Guthrie, then what are the 4 birds? FOGHORN, SCROOGE, WOODSTOCK, CHUCK? (Chuck is a bird in Angry Birds!) Wait, CHUCK (Angry Birds), FOGHORN (Leghorn), SCROOGE (McDuck), WOODSTOCK (Peanuts)! Wait, then what about WOODY? Is WOODY in the woodchuck tongue twister? No, "WOOD", "WOODCHUCK", "CHUCK", "COULD"? But if CHUCK is a bird, then what is in the tongue twister? Wait, the tongue twister has: WOOD, WOODCHUCK, COULD... wait, what's the 4th? "How much WOOD would a WOODCHUCK CHUCK if a woodchuck COULD..." Words in the tongue twister: WOOD, WOODCHUCK, COULD, CHUCK. Wait, if CHUCK is in the tongue twister, then what is the 4th bird? WOODY (Woodpecker)! Woody Woodpecker is definitely a famous cartoon bird! So Cartoon Birds = FOGHORN, SCROOGE, WOODSTOCK, WOODY. Then Woodchuck tongue twister words = CHUCK, COULD, WOOD, WOODCHUCK. Then Clumsy/rigid = AWKWARD, STIFF, STILTED, WOODEN. Then remaining 4 words: CREATE, THEREFORE, CLASSICS, GUTHRIE. Wait, what do CREATE, THEREFORE, CLASSICS, GUTHRIE have in common? Wait! "Things that start with 'Woody'"? No. Wait: "___ CAR"? Woody Guthrie, ... wait! GUTHRIE CLASSICS THEREFORE CREATE Wait, "Words ending in famous people"? No, look at: GUTHRIE CLASSICS THEREFORE CREATE Wait! "Anagrams of..."? Wait: GUTHRIE CLASSICS THEREFORE CREATE Wait, look at "Things associated with Aristotle / Descartes / Philosophy"? "I think therefore I am" "Classics"? "Create"? "Guthrie"? Wait, what if it's "Things with 'WOOD' removed"? WOODEN -> EN WOODSTOCK -> STOCK WOODCHUCK -> CHUCK WOODY -> Y No, the four sets are so clean: 1. AWKWARD, STIFF, STILTED, WOODEN (Rigid/Unnatural) 2. FOGHORN, SCROOGE, WOODSTOCK, WOODY (Fictional/Cartoon Birds: Foghorn Leghorn, Scrooge McDuck, Woodstock, Woody Woodpecker) 3. CHUCK, COULD, WOOD, WOODCHUCK (Words in the woodchuck tongue twister) 4. CREATE, THEREFORE, CLASSICS, GUTHRIE (Wait, what is this category? "Things that sound like..." / "Words before/after..." / "_____") Let's test Group 1 (AWKWARD, STIFF, STILTED, WOODEN): This seems 100% solid! Let's lock in AWKWARD, STIFF, STILTED, WOODEN first.

Now 12 words remaining: CHUCK, CREATE, THEREFORE, WOODSTOCK, GUTHRIE, CLASSICS, WOOD, SCROOGE, FOGHORN, WOODCHUCK, COULD, WOODY Let's re-verify the remaining groups: Group 2: Cartoon / Fictional Birds • FOGHORN (Foghorn Leghorn) • SCROOGE (Scrooge McDuck) • WOODSTOCK (Snoopy's friend, bird) • WOODY (Woody Woodpecker) Group 3: Words in the "Woodchuck" tongue twister ("How much wood would a woodchuck chuck if a woodchuck could chuck wood?") • CHUCK • COULD • WOOD • WOODCHUCK Group 4: CREATE, CLASSICS, GUTHRIE, THEREFORE Wait, what connects CREATE, CLASSICS, GUTHRIE, THEREFORE? Let's check: Wait, "Things associated with Arlo / Woody"? No. Wait! "Words that contain an anagram of..."? Wait: GUTHRIE -> contains "EIGHT" (E-I-G-H-T)? G-U-T-H-R-I-E -> E,I,G,H,T? No 'E' 'I' 'G' 'H' 'T' - wait: G-U-T-H-R-I-E has G, U, T, H, R, I, E. THEREFORE -> contains "THREE"? T-H-R-E-E. CREATE -> contains "EIGHT"? C-R-E-A-T-E. CLASSICS -> contains "SIX"? S-I-X (no X). Wait! What about numbers spelled out? THEREFORE -> T-H-R-E-E? CREATE -> T-H-R-E-E? No, C-R-E-A-T-E. Wait, "CR-EIGHT"? Wait! C-R-E-A-T-E -> CREATE (eight -> 8?) T-H-E-R-E-F-O-R-E -> THEREFORE (four -> 4? F-O-U-R? No U) G-U-T-H-R-I-E -> GUTHRIE (three -> 3?) C-L-A-S-S-I-C-S -> CLASSICS (six -> 6? S-I-X? No X) Wait! "Words with 'Woody' missing"? Woody Guthrie Woody ... Classics? Woody ... Create? Wait, what about "____ ALLEN"? Or "Things named Woody"? Guthrie (Woody Guthrie) Classics (Woody Allen movies? "Woody Allen Classics"?) Wait, whatever Group 4 is, the remaining 12 words fit these exact 3 groups perfectly: Group 2: FOGHORN, SCROOGE, WOODSTOCK, WOODY Group 3: CHUCK, COULD, WOOD, WOODCHUCK Group 4: CLASSICS, CREATE, GUTHRIE, THEREFORE Let's submit Group 3: CHUCK, COULD, WOOD, WOODCHUCK.

8 words remaining: CLASSICS, CREATE, FOGHORN, GUTHRIE, SCROOGE, THEREFORE, WOODSTOCK, WOODY Group A (Cartoon Birds): FOGHORN, SCROOGE, WOODSTOCK, WOODY Group B (Remaining 4): CLASSICS, CREATE, GUTHRIE, THEREFORE Let's double check Group A: • FOGHORN: Foghorn Leghorn (Rooster) • SCROOGE: Scrooge McDuck (Duck) • WOODSTOCK: Woodstock (Yellow bird from Peanuts) • WOODY: Woody Woodpecker (Woodpecker) This is extremely distinct and unambiguous. Let's guess Group A: FOGHORN, SCROOGE, WOODSTOCK, WOODY.

4 words remaining: CLASSICS, CREATE, GUTHRIE, THEREFORE Let's understand the hidden connection for Group 4 just for completeness: Wait, "Arlo" / "Woody"? Wait! "Arlo Guthrie"? "Arlo ..." Wait: Arlo Guthrie Arlo ...? Wait! "Words that contain a state postal abbreviation"? Or "Words starting with..." Wait! CREATE -> C + REATE? THEREFORE -> THERE + FORE? CLASSICS -> CLASS + ICS? GUTHRIE -> GUTH + RIE? Wait! Look at: CLASSICS -> "CLASS" + ... CREATE -> "REATE"? THEREFORE -> "THERE" + "FORE"? Wait, what about "Reiterated words" / "Words with homophones of numbers"? CREATE = C + RE-EIGHT? THEREFORE = THERE + FOUR? GUTHRIE = THREE? (G-U-THREE?) CLASSICS = SIX? Whatever the category is, these are the final 4 remaining words! CLASSICS, CREATE, GUTHRIE, THEREFORE.

Let's analyze the available words: HERRING, OUROBOROS, MYSTERY, PROFANITY, STIRRING, HOUSE, EXPLETIVES, EARRING, SWEARING, PLEATHER VEST, MESH SHIRT, HISTAMINE, CHRISTMAS, NECKLACE, FOUR-LETTER WORDS, MOUSE Group candidates: 1. Swear words / Bad language: EXPLETIVES, FOUR-LETTER WORDS, PROFANITY, SWEARING. - All 4 clearly relate to coarse language/swearing. 2. Things associated with "Red": - RED HERRING, RED HOUSE, RED DELICIOUS, RED CHRISTMAS? No. - Wait: HERRING, EARRING, STIRRING... Rhymes? - Wait! RED HERRING, RED CHRISTMAS, RED MOUSE, RED HOUSE? - Or "Rhymes with HERRING": EARRING, STIRRING... wait, HERRING, EARRING, STIRRING... - What about "Things that loop / form a circle"? OUROBOROS, NECKLACE, EARRING... - Look at anagrams or wordplay: - MESH SHIRT, PLEATHER VEST... Right Said Fred / 90s fashion / Clubwear? Or "Things worn by..." - Wait, HISTAMINE, STIRRING, HERRING, EARRING, MYSTERY... - ANAGRAMS? - Words with "MOUSE": HOUSE, MOUSE... - Wait! HISTAMINE, OUROBOROS, CHRISTMAS, MYSTERY? - Let's check PROFANITY, EXPLETIVES, SWEARING, FOUR-LETTER WORDS - extremely clear group of 4! Let's test PROFANITY, EXPLETIVES, SWEARING, FOUR-LETTER WORDS.

Remaining words: HERRING, OUROBOROS, MYSTERY, STIRRING, HOUSE, EARRING, PLEATHER VEST, MESH SHIRT, HISTAMINE, CHRISTMAS, NECKLACE, MOUSE Let's look at the remaining words: HERRING, OUROBOROS, MYSTERY, STIRRING, HOUSE, EARRING, PLEATHER VEST, MESH SHIRT, HISTAMINE, CHRISTMAS, NECKLACE, MOUSE Let's examine potential connections: 1. Words starting/ending with something, or anagrams? 2. _____ MOUSE / _____ HOUSE / _____ CHRISTMAS / _____ HERRING? - RED HERRING, RED HOUSE, RED CHRISTMAS? No... - BLIND MOUSE, GHOST HOUSE? - NIGHT BEFORE CHRISTMAS? 3. Jewelry / Accessories / Items worn: - NECKLACE, EARRING... - MESH SHIRT, PLEATHER VEST? - Wait: EARRING, NECKLACE, MESH SHIRT, PLEATHER VEST? Or items associated with a specific person / style / trope? Right Said Fred ("I'm too sexy for my shirt")? - Wait! What about things that loop / go around? OUROBOROS, NECKLACE, EARRING, ... 4. Look at rhyming words or internal words: - HERRING, EARRING, STIRRING... (Ends in -RING) - Wait! HERRING, EARRING, STIRRING... is there a 4th ending in RING? - OUROBOROS (no), MYSTERY (no), HOUSE (no), PLEATHER VEST (no), MESH SHIRT (no), HISTAMINE (no), CHRISTMAS (no), NECKLACE (no), MOUSE (no). - Wait, "Contains RING": - HERRING (herRING) - EARRING (earRING) - STIRRING (stirRING) - What about another one? C-H-R-I-S-T-M-A-S? No. - Is there another word containing RING? - STIRRING, EARRING, HERRING... Wait, could it be "Words containing RING"? - Let's check: - HERRING - EARRING - STIRRING - Is there a 4th? - HISTAMINE (no) - OUROBOROS (no) - MYSTERY (no) - HOUSE (no) - PLEATHER VEST (no) - MESH SHIRT (no) - CHRISTMAS (no) - NECKLACE (no) - MOUSE (no) Wait, only 3 words have "RING" in them. So that might be a distractor or a 4th is different. 5. Let's look at "Agatha Christie" / Mystery / Detectives: - MYSTERY, HOUSE, MOUSE, CHRISTMAS, HERRING... - Agatha Christie plays/novels? - "The Mousetrap" (MOUSE) - "Crooked House" (HOUSE) - "A Murder is Announced"? "The Mysterious Affair at Styles"? "A Pocket Full of Rye"? - "Mysterious" -> MYSTERY - "Red Herring" -> HERRING 6. Wait! "Things associated with 'Red'": - RED HERRING - RED HISTAMINE? No, Histamine causes redness? - RED HOUSE (Jimi Hendrix song?) - RED CHRISTMAS? 7. Let's look at "Right Said Fred" / "I'm Too Sexy": - MESH SHIRT, PLEATHER VEST... wait! - What else? - "I'm too sexy for my shirt / my hat / my cat / my car..." 8. What about "____ MOUSE"? - MICKEY MOUSE, COMPUTER MOUSE, DORMOUSE, FIELD MOUSE, HOUSE MOUSE... - Wait! "_____ TRAP"? - MOUSE (Mousetrap) - NECKLACE? - MYSTERY? 9. Look closely at letter patterns or words hidden inside: - HISTAMINE -> HISTAMINE contains... - OUROBOROS -> contains... - CHRISTMAS -> contains... - MESH SHIRT -> MESH SHIRT - PLEATHER VEST -> PLEATHER VEST - NECKLACE -> NECKLACE 10. Wait! "Things that are circular / loops": - OUROBOROS (snake eating tail) - EARRING (circular jewelry) - NECKLACE (circular jewelry) - What's the 4th? - HERRING? No. - HOUSE? No. - MOUSE? No. - STIRRING? (stirring in a circle?) 11. Wait, let's re-examine "Things with '____ TRAP'": - MOUSEtrap - RATtrap - BEARtrap - HONEYtrap 12. Let's re-examine: - PLEATHER VEST - MESH SHIRT - What kind of clothes are these? 80s/90s clubwear? Early 2000s fashion? - Wait! Is there a category "Things worn by..." or "____ SHIRT / ____ VEST"? 13. What about words associated with "ALLERGY" or "INFLAMMATION"? - HISTAMINE - STIRRING? No. 14. Wait, look at: - HISTAMINE - OUROBOROS - CHRISTMAS - MYSTERY Notice anything? - HISTAMINE -> HAS "HIS" - OUROBOROS -> HAS "OUR" - CHRISTMAS -> HAS "HIS"? - MYSTERY -> HAS "MY" - PRONOUNS at the start of words! - MYstery (MY) - HIStamine (HIS) - HERring (HER) - OURoboros (OUR) - ITS...? - YOU...? - THEI...? Let's check ALL words for possessive pronouns at the start: - MYSTERY -> MY - HISTAMINE -> HIS - HERRING -> HER - OUROBOROS -> OUR - HOUSE -> HO? (No pronoun) - EARRING -> EA? - STIRRING -> STI? - PLEATHER VEST -> PLEATHER? - MESH SHIRT -> ME? (MEsh shirt - ME is personal pronoun, but possessives are MY, HIS, HER, OUR, YOUR, ITS, THEIR) - CHRISTMAS -> CH? - NECKLACE -> NE? - MOUSE -> MO? HOLY SMOKES! MY-stery (MY) HIS-tamine (HIS) HER-ring (HER) OUR-oboros (OUR) That is an EXACT set of 4 words starting with possessive adjectives (MY, HIS, HER, OUR)! Let's double check if any other words start with possessive adjectives: - MYSTERY -> MY - HISTAMINE -> HIS - HERRING -> HER - OUROBOROS -> OUR - HOUSE, EARRING, STIRRING, PLEATHER VEST, MESH SHIRT, CHRISTMAS, NECKLACE, MOUSE. None of the others start with MY, HIS, HER, OUR, YOUR, ITS, THEIR. This is 100% a category! "Words starting with possessive pronouns/adjectives".

Remaining words (8 words left): STIRRING, HOUSE, EARRING, PLEATHER VEST, MESH SHIRT, CHRISTMAS, NECKLACE, MOUSE Let's group the remaining 8 words into two sets of 4: Set 1 candidates: • EARRING • NECKLACE • STIRRING? • PLEATHER VEST? • MESH SHIRT? Wait, let's look at: EARRING, STIRRING... Wait, "Things with -RING"? No, only EARRING and STIRRING have RING now. Wait! Look at: HOUSE, MOUSE, CHRISTMAS... • "The Night Before Christmas" • "Twas the night before Christmas, when all through the house, not a creature was stirring, not even a mouse." WAIT!!!!! "Twas the night before Christmas, when all through the HOUSE / Not a creature was STIRRING, not even a MOUSE" And CHRISTMAS! Words in "Twas the Night Before Christmas" (or rhyming/key words from the opening lines): • CHRISTMAS ("'Twas the night before Christmas...") • HOUSE ("...when all through the house...") • STIRRING ("...not a creature was stirring...") • MOUSE ("...not even a mouse.") THAT IS BRILLIANT AND ABSOLUTELY 100% CORRECT! And the other 4 remaining words would be: EARRING, MESH SHIRT, NECKLACE, PLEATHER VEST Category: Things you might wear at a rave / clubwear / accessories / items of clothing & jewelry? Or "Things worn by..." / "Fashion items". Let's verify the "Night Before Christmas" words: 1. CHRISTMAS 2. HOUSE 3. STIRRING 4. MOUSE Line: "'Twas the night before CHRISTMAS, when all through the HOUSE, not a creature was STIRRING, not even a MOUSE." All 4 words are in that famous opening couplet!

Remaining 4 words: EARRING, MESH SHIRT, NECKLACE, PLEATHER VEST These form the final category naturally. Let's quickly check the connection just for completeness: • EARRING, NECKLACE, MESH SHIRT, PLEATHER VEST: Fashion items / Accessories / Things worn.

Let's analyze the available words: CANE, OUTFIT, PREPARE, EAVE, PARAMOUNT, SUBARU, WILLING, N.F.L., ABLE, EAGER, DOWN, NASA, READY, EQUIP, GAME, NOAA Looking for groups: 1. Prepared / Inclined / Ready to do something: - ABLE, EAGER, GAME, READY, WILLING Let's check synonyms for "prepared/ready/willing": - EAGER, GAME, READY, WILLING (4 words: EAGER, GAME, READY, WILLING - "Down to do something / Up for something", or "Prepared/Willing") Wait, DOWN is also here! Let's see: DOWN, EAGER, GAME, READY, WILLING, ABLE. 2. Acronyms/Organisations ending in a certain sound or 4-letter acronyms: - N.F.L., NASA, NOAA, SUBARU? No, SUBARU has 6 letters. Wait: CANE, EAVE, NASA, NOAA... wait: Words with anagrams or missing letters? Look at: CANE, EAVE... Wait, CANE (Novocain?), EAVE, NASA, NOAA, SUBARU, PARAMOUNT... Wait! Subaru, Paramount... Logos with stars! - SUBARU (6 stars) - PARAMOUNT (22 stars) - NASA (meatball logo has stars?) - N.F.L. (stars on logo!) - NOAA? (No stars?) Wait! LOGOS WITH STARS: - PARAMOUNT - SUBARU - N.F.L. - NASA (or HEINEKEN, CONVERSE, DALLAS COWBOYS...) Wait, what about CANE, EAVE, DOWN, EQUIP, OUTFIT, PREPARE? 3. Furnish / Supply: - EQUIP, OUTFIT, PREPARE, ... wait, FIT? No. - EQUIP, OUTFIT, PREPARE... wait, CANE? No. Wait: EQUIP, OUTFIT, RIG? Wait, CANE, EAVE, DOWN, ... Homophones/Anagrams? - EAVE -> EVE? - CANE -> CAIN? - DOWN? Wait, "Homophones of words meaning __"? No, look at: CANE, EAVE, NASA, NOAA... Wait, CANE, EAVE... Homophones of first names? CANE (Cain) EAVE (Eve) NOAA (Noah) DOWN (Dawn)? Let's check: CANE -> Cain EAVE -> Eve NOAA -> Noah DOWN -> Dawn Whoa, that's a classic NYT Connections category! "Homophones of Biblical figures / First names": - CANE (Cain) - EAVE (Eve) - NOAA (Noah) - DOWN (Dawn - not biblical, but biblical names: Cain, Eve, Noah... wait, ABLE -> Abel!) YES! ABLE (Abel)! - ABLE (Abel) - CANE (Cain) - EAVE (Eve) - NOAA (Noah) Let's double check this: - ABLE -> Abel - CANE -> Cain - EAVE -> Eve - NOAA -> Noah All four sound like biblical characters (Abel, Cain, Eve, Noah)! That is EXTREMELY clever and very standard NYT style! Let's verify remaining words if ABLE, CANE, EAVE, NOAA are removed: Remaining: OUTFIT, PREPARE, PARAMOUNT, SUBARU, WILLING, N.F.L., EAGER, DOWN, NASA, READY, EQUIP, GAME Groups remaining: 1. Provide with gear / Furnish: - EQUIP, OUTFIT, PREPARE... wait, what else? Wait, RIG? Not there. Wait, EQUIP, OUTFIT, PREPARE... maybe DOWN? No, FIT? Wait! "PREPARE" / "EQUIP" / "OUTFIT" / ... 2. Game / Down / Eager / Ready / Willing: - DOWN, EAGER, GAME, READY, WILLING (5 words) 3. Logos with stars: - N.F.L., NASA, PARAMOUNT, SUBARU Wait, if "Logos with stars" = N.F.L., NASA, PARAMOUNT, SUBARU (4 words) And "Enthusiastic / Prepared to do something" = DOWN, EAGER, GAME, READY, WILLING (5 words) Then one of (DOWN, EAGER, GAME, READY, WILLING) must go with (EQUIP, OUTFIT, PREPARE, ...). Wait! PREPARE, EQUIP, OUTFIT... and READY? Wait, PREPARE, EQUIP, OUTFIT, READY? No, "PREPARE" as a verb: To prepare / get ready: EQUIP, OUTFIT, PREPARE, ... READY? No, READY is an adjective/verb? "Ready the troops" / "Prepare the troops" / "Equip the troops" / "Outfit the troops"? Or FIT? Wait, PREPARE = READY (verb)? "Prepare/Ready/Equip/Outfit"? Or READY can be part of "Enthusiastic to try": DOWN, EAGER, GAME, WILLING! That leaves READY for the verb group: EQUIP, OUTFIT, PREPARE, READY! Let's test this breakdown: Group 1: Homophones of Biblical Figures: ABLE (Abel), CANE (Cain), EAVE (Eve), NOAA (Noah). Group 2: Logos with stars: N.F.L., NASA, PARAMOUNT, SUBARU. Group 3: Prepared to do something / Willing: DOWN, EAGER, GAME, WILLING. Group 4: Get ready / Furnish: EQUIP, OUTFIT, PREPARE, READY. Everything fits PERFECTLY with 0 overlaps! Let's start by testing Group 1: ABLE, CANE, EAVE, NOAA.

The remaining words are: DOWN, EAGER, EQUIP, GAME, N.F.L., NASA, OUTFIT, PARAMOUNT, PREPARE, READY, SUBARU, WILLING The remaining groups identified previously: 1. Logos with stars: N.F.L., NASA, PARAMOUNT, SUBARU 2. Down for something / Game / Willing / Eager: DOWN, EAGER, GAME, WILLING 3. Get ready / Equip: EQUIP, OUTFIT, PREPARE, READY Let's test "Logos with stars": N.F.L., NASA, PARAMOUNT, SUBARU.

Remaining words: DOWN, EAGER, EQUIP, GAME, OUTFIT, PREPARE, READY, WILLING Two categories remaining: 1. Prepared / Willing to do something: DOWN, EAGER, GAME, WILLING 2. Supply with equipment / Get ready: EQUIP, OUTFIT, PREPARE, READY Let's test DOWN, EAGER, GAME, WILLING.

Remaining words: EQUIP, OUTFIT, PREPARE, READY Category: Get ready / Furnish with equipment. Submit the final guess.

Let's analyze the available words: SCORE, STOCKINGS, PACE, TIGER, NOSE, TRAIL, RANK, MASCARA, CLIP, GRADE, FIDGET, SWEAT, DYE, RATE, BLUSH, TOWEL Let's group potential categories: 1. Words related to evaluating/evaluations or rating: GRADE, PACE, RANK, RATE, SCORE (Wait, RATE, RANK, GRADE, SCORE are 4 words evaluating performance/value). Let's check if PACE fits elsewhere: "SET A PACE", "PACE, TRAIL, ..."? 2. Things you wear or makeup / beauty products: BLUSH, MASCARA, DYE, STOCKINGS? Or things associated with makeup: BLUSH, MASCARA, DYE... Wait, MASCARA, BLUSH are cosmetics. 3. Expressions with "BREAK A ___": BREAK A SWEAT BREAK A TIGER? No. BREAK A TRAIL? BREAK A FIDGET? No. 4. Things you "throw in" or "drop" or "break": "THROW IN THE TOWEL" "DON'T SWEAT IT" / "SWEAT" Let's look at "THINGS THAT ARE RED/PINK"? BLUSH, DYE? Wait, what about things with "SPOTS" or "STRIPES"? TIGER has stripes. Look at: THINGS THAT ARE RUNNING / HAVE RUNS: STOCKINGS (a run in stockings), NOSE (running nose), DYE (dye running), MASCARA (running mascara), BLUSH? SWEAT (sweat running), TRAIL? Wait! "THINGS THAT RUN": • DYE • MASCARA • NOSE • STOCKINGS • SWEAT That's 5 words: DYE, MASCARA, NOSE, STOCKINGS, SWEAT. Wait, what about FIDGET? FIDGET SPINNER? CLIP? TIGER? FIDGET, CLIP, TIGER... Wait: "TYPES OF TOYS" or "TYPES OF SPINNERS"? What about: WORDS THAT FOLLOW "PAPER": PAPER CLIP, PAPER TIGER, PAPER TRAIL, PAPER GRADE? PAPER WEIGHT? Let's check PAPER ____: • PAPER CLIP • PAPER TIGER • PAPER TRAIL • PAPER DYE? No. • PAPER NOSE? No. • PAPER TOWEL! YES! PAPER CLIP, PAPER TIGER, PAPER TRAIL, PAPER TOWEL! That's 4 words following "PAPER": CLIP, TIGER, TRAIL, TOWEL. Let's check the remaining words: SCORE, STOCKINGS, PACE, NOSE, RANK, MASCARA, GRADE, FIDGET, SWEAT, DYE, RATE, BLUSH. Wait, let's look at: Category A (PAPER ___): CLIP, TIGER, TRAIL, TOWEL. Category B (THINGS THAT CAN RUN): DYE, MASCARA, NOSE, STOCKINGS, SWEAT (5 options). Category C (EVALUATE / STANDING): GRADE, RANK, RATE, SCORE (or PACE?). Category D (THINGS YOU DO WHEN ANXIOUS / NERVOUS? Or "BREAK A ___"?): SWEAT, BLUSH, FIDGET, PACE! Look at FIDGET, PACE, SWEAT, BLUSH: Signs of nervousness / What people do when nervous: • BLUSH • FIDGET • PACE • SWEAT Wow, that's exactly 4! BLUSH, FIDGET, PACE, SWEAT. Let's double check Category B if SWEAT is in Nervousness: If SWEAT is in Nervousness, then THINGS THAT RUN are: • DYE • MASCARA • NOSE • STOCKINGS Exactly 4! Let's review all 4 candidate groups: Group 1 (Paper ___): CLIP, TIGER, TRAIL, TOWEL Group 2 (Things that run): DYE, MASCARA, NOSE, STOCKINGS Group 3 (Signs of nervousness / Nervous habits): BLUSH, FIDGET, PACE, SWEAT Group 4 (Evaluate / Grade): GRADE, RANK, RATE, SCORE All 16 words are perfectly partitioned! 1. CLIP, TIGER, TRAIL, TOWEL 2. DYE, MASCARA, NOSE, STOCKINGS 3. BLUSH, FIDGET, PACE, SWEAT 4. GRADE, RANK, RATE, SCORE Let's submit Group 4 (GRADE, RANK, RATE, SCORE) first.

Remaining words: STOCKINGS, PACE, TIGER, NOSE, TRAIL, MASCARA, CLIP, FIDGET, SWEAT, DYE, BLUSH, TOWEL Let's review the remaining three groups: Group A (Paper ___): • CLIP • TIGER • TRAIL • TOWEL Group B (Things that run): • DYE • MASCARA • NOSE • STOCKINGS Group C (Signs of nervousness): • BLUSH • FIDGET • PACE • SWEAT Let's submit Group A (CLIP, TIGER, TOWEL, TRAIL).

Remaining words: STOCKINGS, PACE, NOSE, MASCARA, FIDGET, SWEAT, DYE, BLUSH Group 1 (Things that can run): • DYE • MASCARA • NOSE • STOCKINGS Group 2 (Signs/manifestations of nervousness): • BLUSH • FIDGET • PACE • SWEAT Let's test Group 1: DYE, MASCARA, NOSE, STOCKINGS.

Remaining 4 words: BLUSH, FIDGET, PACE, SWEAT This forms the final group (Signs of nervousness).

Let's analyze the 16 words: TENDER, STOVETOP, FIDDLE, KIND, POPPER, WING, KETTLE, ARM, WARM, SWEET, FIN, MICROWAVE, FLIPPER, FRITTER, TRIFLE, THROW Let's look for groups: 1. Appliances / Ways to cook / Popcorn makers? • STOVETOP, KETTLE, MICROWAVE, POPPER (or AIR FRYER/STOVETOP/MICROWAVE/POPPER - methods of making popcorn?) Wait: STOVETOP, KETTLE, MICROWAVE, POPPER. Or maybe "Things that make popcorn"? Wait, KETTLE corn, POPPER, MICROWAVE, STOVETOP? 2. Things with appendages/limbs/swimming parts? • ARM, FIN, FLIPPER, WING (Limbs/appendages of animals/humans). 3. Words meaning "gentle/caring/affectionate" or similar? • TENDER, KIND, WARM, SWEET (Affectionate / Gentle / Caring / Loving). 4. Words meaning "mess around" / "waste time"? • FIDDLE, FRITTER, TRIFLE, THROW? Wait: FIDDLE (around/away), FRITTER (away), TRIFLE (with), THROW? Or maybe: FIDDLE, FRITTER, TRIFLE, FOOL? No, FOOL is not here. Wait, what about THROW? Wait: "THINGS YOU CAN DO WITH TIME" or "WASTE TIME"? FIDDLE away, FRITTER away, TRIFLE away? Wait, what about THROW away? Wait, FRITTER, TRIFLE, FIDDLE, THROW (as in "throw away" / waste)? Or "Waste, as time or money": FIDDLE away, FRITTER away, TRIFLE away, THROW away? Let's double check Group 2: ARM, FIN, FLIPPER, WING - Appendages used for movement/limbs. Group 3: KIND, SWEET, TENDER, WARM - Compassionate / Gentle / Affectionate. Group 1: STOVETOP, MICROWAVE, POPPER, KETTLE? Wait, or maybe popcorn preparation methods: KETTLE, MICROWAVE, POPPER, STOVETOP. Let's test ARM, FIN, FLIPPER, WING first, as it looks extremely clear and distinct!

Remaining words (12): TENDER, STOVETOP, FIDDLE, KIND, POPPER, KETTLE, WARM, SWEET, MICROWAVE, FRITTER, TRIFLE, THROW Let's look at the remaining candidates: Group A: Affectionate / Gentle • KIND, SWEET, TENDER, WARM Group B: Popcorn making methods / popcorn-related? • KETTLE, MICROWAVE, POPPER, STOVETOP Group C: Waste / squander (often followed by "away") • FIDDLE, FRITTER, TRIFLE, THROW Let's check Group A: KIND, SWEET, TENDER, WARM - all adjectives meaning loving, affectionate, or compassionate. "A kind gesture", "a sweet person", "a tender moment", "a warm smile / warm person". Let's check Group B: KETTLE, MICROWAVE, POPPER, STOVETOP - ways to pop popcorn / popcorn types/makers (Kettle corn, Microwave popcorn, Air popper / popcorn popper, Stovetop popcorn). Let's check Group C: FIDDLE, FRITTER, TRIFLE, THROW - words used with "away" meaning to waste or squander (fiddle away time, fritter away money, trifle away time, throw away money/time). Let's guess Group A next: KIND, SWEET, TENDER, WARM.

Remaining words (8): FIDDLE, FRITTER, KETTLE, MICROWAVE, POPPER, STOVETOP, THROW, TRIFLE Group 1: Ways to make popcorn / Popcorn makers • KETTLE, MICROWAVE, POPPER, STOVETOP Group 2: Squander, as time/money (often followed by "away") • FIDDLE, FRITTER, THROW, TRIFLE Let's submit KETTLE, MICROWAVE, POPPER, STOVETOP.

Remaining 4 words: FIDDLE, FRITTER, THROW, TRIFLE Category: Words before "away" meaning to waste/squander (or simply verbs meaning squander). • FIDDLE (away) • FRITTER (away) • THROW (away) • TRIFLE (away) Let's submit these remaining 4 words.

Let's analyze the available words to find potential categories: 1. LOAF, VEG, CHILL, LOUNGE - To relax / do nothing. 2. COUNTER, TABLE, BAR, BOOTH - Furniture/seating options in a diner or restaurant. 3. SWIPE, PINCH, TAP, SCROLL - Touchscreen gestures. 4. QUASH, HIVE, ALE, EEK - Wait, let's re-examine remaining words: HIVE, EEK, ALE, QUASH? Or anagrams/sound-alikes? Wait: • TOUCHSCREEN GESTURES: PINCH, SCROLL, SWIPE, TAP. • DO NOTHING / RELAX: CHILL, LOAF, LOUNGE, VEG. • DINER SEATING / FIXTURES: BAR, BOOTH, COUNTER, TABLE. • WORDS THAT END WITH SOUNDS OR ANAGRAMS? Wait, what about QUASH, HIVE, ALE, EEK? Wait, BEE HIVE? EEK? QUASH? Let's check "SQUASH" minus S? "ALE"? Wait, QUASH, HIVE, ALE, EEK... Wait! Palindromes? Words with double letters? Wait, "Things with a [...]"? Wait: LOAF, COUNTER, TAP, PINCH, TABLE, HIVE, SWIPE, CHILL, VEG, QUASH, BAR, ALE, LOUNGE, BOOTH, EEK, SCROLL Let's look closely at TOUCHSCREEN GESTURES: PINCH, SCROLL, SWIPE, TAP (4 words) Let's look at LAZY / RELAX: CHILL, LOAF, LOUNGE, VEG (4 words) Let me test PINCH, SCROLL, SWIPE, TAP first as it's a very distinct, clear group.

Remaining words: LOAF, COUNTER, TABLE, HIVE, CHILL, VEG, QUASH, BAR, ALE, LOUNGE, BOOTH, EEK Group 1 candidates (Relax / Slang for lounging): CHILL, LOAF, LOUNGE, VEG Group 2 candidates (Diner / Bar seating/furniture): BAR, BOOTH, COUNTER, TABLE Group 3 candidates remaining: ALE, EEK, HIVE, QUASH Wait, let's verify CHILL, LOAF, LOUNGE, VEG: All 4 mean "to relax / idle". Let's test CHILL, LOAF, LOUNGE, VEG.

Remaining words: BAR, BOOTH, COUNTER, EEK, HIVE, QUASH, TABLE, ALE Group options: 1. Places to sit at a diner/restaurant: BAR, BOOTH, COUNTER, TABLE 2. Remaining 4: ALE, EEK, HIVE, QUASH Wait, what could ALE, EEK, HIVE, QUASH be? Wait: • Words starting with a sound? • Words with letter added? S-QUASH, SH-IVER? • Words related to bees/insects? • "Words with 'E' removed"? • Anagrams of something? • Words that sound like letters? • Words containing homophones? Wait: ALE = AIL EEK = EKE / SQUEAK HIVE = BEEHIVE? QUASH = SQUASH? Or maybe "Palindromes missing a letter"? Or "Words with 'BE' in front"? BE-ALE?, BE-HIVE? Wait! BEE HIVE? BEE ALE? No. Words that start with "BEE" sounds? Be-have (HIVE?), Be-queath (QUASH?) Wait, what about BAR, BOOTH, COUNTER, TABLE? That's a solid category: Places to sit in a restaurant/diner. Let's test BAR, BOOTH, COUNTER, TABLE.

Remaining 4 words: ALE, EEK, HIVE, QUASH Let's understand the connection just to be thorough: Words starting with letters that sound like insect / "BEE" words? BEE-ALE (Beale)? BEE-EEK? BEE-HIVE? BEE-QUASH? Or "Words that become another word if you add 'S'": SALE, SEEK, SHIVE, SQUASH. Wait! SALE (S + ALE) SEEK (S + EEK) SHIVE (S + HIVE) SQUASH (S + QUASH) Yes! Words that become new words with 'S' at the beginning! Or "Words that end with a word when 'S' is removed": S-ALE, S-EEK, S-HIVE, S-QUASH. Regardless, these are the final 4 remaining words!

Let's analyze the available words: DIVE, ROCKET, DUCK, CHIP, SCRAPER, FRY, FORD, DIP, RAM, LINCOLN, WING, STAR, SENATOR, FLYER, DODGE, LARK Categories to look for: 1. Car makes/models: DART? DODGE, FORD, LINCOLN, RAM. Wait, car makes: DODGE, FORD, LINCOLN, RAM. (All 4 are American car brands!) 2. Potato forms/types or snacks: CHIP, FRY, DIP, DIVE? Wait, words before "DIP": CHIP AND DIP? No. What about types of french fries / potato items? CHIP, FRY, DIP... Wait! Words related to birds/flying: DUCK, FLYER, LARK, ROCKET, STAR, WING? Let's re-examine car brands: • FORD, LINCOLN, DODGE, RAM Let's re-examine NHL Teams / Sports teams: • SENATOR (Ottawa Senators) • ROCKET (Laval Rocket? / Houston Rockets - NBA) • DUCK (Anaheim Ducks) • STAR (Dallas Stars) • FLYER (Philadelphia Flyers) • RAM (LA Rams) Wait: NHL Teams: • DUCK (Anaheim Ducks) • FLYER (Philadelphia Flyers) • SENATOR (Ottawa Senators) • STAR (Dallas Stars) (4 NHL teams!) Let's check the remaining words if we remove: Car makes: FORD, LINCOLN, DODGE, RAM (4) NHL teams: DUCK, FLYER, SENATOR, STAR (4) Remaining words: CHIP, DIP, DIVE, FRY, LARK, ROCKET, SCRAPER, WING Let's look at remaining 8 words: Group A: Words after "SKY"? • SKYDIVE (DIVE) • SKYROCKET (ROCKET) • SKYSCRAPER (SCRAPER) • SKYLARK (LARK) Yes! Words that can follow "SKY": DIVE, ROCKET, SCRAPER, LARK. Group B: Chicken / food items? Or words with "DIP"? CHIP, DIP, FRY, WING -> Things served at a sports bar / appetizers / finger foods! (CHIP, DIP, FRY, WING) Let's double check all 4 categories: 1. Words after "SKY": DIVE (skydive), LARK (skylark), ROCKET (skyrocket), SCRAPER (skyscraper). 2. Car brands: DODGE, FORD, LINCOLN, RAM. 3. NHL teams (singular): DUCK, FLYER, SENATOR, STAR. 4. Finger foods / Pub grub: CHIP, DIP, FRY, WING. This accounts for all 16 words perfectly! Let's submit the first group: DODGE, FORD, LINCOLN, RAM.

The previous guess (DODGE, FORD, LINCOLN, RAM) was correct. Remaining words (12): CHIP, DIP, DIVE, DUCK, FLYER, FRY, LARK, ROCKET, SCRAPER, SENATOR, STAR, WING Categories established in thought process: 1. NHL Teams (singular): DUCK, FLYER, SENATOR, STAR 2. Words following "SKY": DIVE, LARK, ROCKET, SCRAPER 3. Bar snacks / Finger foods: CHIP, DIP, FRY, WING Let's test the "NHL teams" group: DUCK, FLYER, SENATOR, STAR.

Remaining words (8): CHIP, DIP, DIVE, FRY, LARK, ROCKET, SCRAPER, WING Categories remaining: 1. Words after "SKY": DIVE, LARK, ROCKET, SCRAPER 2. Finger foods / Bar snacks: CHIP, DIP, FRY, WING Let's test "Words after SKY": DIVE, LARK, ROCKET, SCRAPER.

Remaining words (4): CHIP, DIP, FRY, WING Category: Bar snacks / Finger foods. Let's submit the final group.

I see the following strong potential categories: 1. Loud/Screaming entities: BANSHEE, WAILER, HEARTBREAKER, FIREWORKS (or PIP/SPARK?) - actually, "Wailers", "Heartbreakers" are backing bands (Bob Marley and the Wailers, Tom Petty and the Heartbreakers). Are there others? Let's look for backing bands: • THE WAILERS (Bob Marley) • THE HEARTBREAKERS (Tom Petty) • THE FIREWORKS? No, THE REVOLUTION, THE CRICKETS, THE E STREET BAND, THE ATTRACTIONS, THE MIRACLES, THE MOTHERS, THE SCENE, THE COMMODORES, THE SUPREMES... Wait, "Things that make noise / scream"? BANSHEE, WAILER... Let's look at land/water borders (coastal features): • BANK, COAST, SHORE, STRAND. All 4 mean the land beside a body of water! - BANK (river bank) - COAST (sea coast) - SHORE (lake/sea shore) - STRAND (beach/shore) Let's double-check these 4: BANK, COAST, SHORE, STRAND. Are there any other geographical terms? WOOD (forest), TILE/CARPET/LAMINATE/WOOD (Types of flooring). Let's look at Types of Flooring: • CARPET • LAMINATE • TILE • WOOD Let's look at "Sparks / Romantic attraction": • CHEMISTRY • CONNECTION • FIREWORKS • SPARK Let me check the remaining 4 words: • BANSHEE • HEARTBREAKER • PIP • WAILER Wait, PIP, BANSHEE, WAILER, HEARTBREAKER... Ah! "____s" in music / famous groups / screamers? Wait: • BANSHEE (Siouxsie and the Banshees) -> BANSHEES • HEARTBREAKER (Tom Petty and the Heartbreakers) -> HEARTBREAKERS • PIP (Gladys Knight & the Pips) -> PIPS • WAILER (Bob Marley and the Wailers) -> WAILERS Famous backing bands (minus the "S"): • BANSHEE (Siouxsie and the Banshees) • HEARTBREAKER (Tom Petty and the Heartbreakers) • PIP (Gladys Knight & the Pips) • WAILER (Bob Marley & the Wailers) This accounts for ALL 16 WORDS perfectly into 4 distinct groups of 4! Group 1: Flooring materials • CARPET, LAMINATE, TILE, WOOD Group 2: Romantic/interpersonal spark/vibe • CHEMISTRY, CONNECTION, FIREWORKS, SPARK Group 3: Land along water • BANK, COAST, SHORE, STRAND Group 4: Backing bands (without 'S') • BANSHEE, HEARTBREAKER, PIP, WAILER Let's start with Group 1: Flooring materials (CARPET, LAMINATE, TILE, WOOD).

Group 1 was correct! Remaining words: • CHEMISTRY, CONNECTION, FIREWORKS, SPARK (Signs of romantic attraction / spark) • BANK, COAST, SHORE, STRAND (Land along a body of water) • BANSHEE, HEARTBREAKER, PIP, WAILER (Backing bands minus "s") Let's submit the Land along a body of water group: BANK, COAST, SHORE, STRAND

Remaining words: • BANSHEE, HEARTBREAKER, PIP, WAILER • CHEMISTRY, CONNECTION, FIREWORKS, SPARK Let's submit the romantic spark group: CHEMISTRY, CONNECTION, FIREWORKS, SPARK

Remaining 4 words: BANSHEE, HEARTBREAKER, PIP, WAILER Category: Backing bands (Siouxsie and the Banshees, Tom Petty and the Heartbreakers, Gladys Knight & the Pips, Bob Marley and the Wailers).

Let's analyze the available words: GREEK/ROMAN GOD, DEPARTED, RAINMAKER, THEATER, LIBERAL, SPLIT, PROGRESSIVE, BLUE, LEFT, FICTIONAL BOXER, CUP, CONE, MARTIAN, SHAKE, SPACECRAFT, GOOD SHEPHERD Grouping ideas: 1. Ice cream / dessert orders or forms/containers/flavors? Or types of ice cream treats: - CONE, CUP, SHAKE, SPLIT (Ice cream forms/servings) 2. Political / Left-leaning terms: - BLUE, LEFT, LIBERAL, PROGRESSIVE (Political "Left" terms) 3. Things with "THE": - THE DEPARTED, THE MARTIAN, THE RAINMAKER, THE GOOD SHEPHERD (Movies starting with "The") Wait, is "THEATER" or something else a movie? "THE GOOD SHEPHERD", "THE DEPARTED", "THE MARTIAN", "THE RAINMAKER". 4. Things that are named after or involve Matt Damon movies? - THE DEPARTED, THE MARTIAN, THE RAINMAKER, THE GOOD SHEPHERD Wait, Matt Damon starred in: - The Departed - The Martian - The Rainmaker - The Good Shepherd All are Matt Damon movies! 5. What about the remaining 4 words? - GREEK/ROMAN GOD, FICTIONAL BOXER, SPACECRAFT, THEATER (Wait, named Apollo? Apollo is a Greek/Roman god, Creed is a fictional boxer, Apollo spacecraft, Apollo Theater!) - Apollo: Greek/Roman god, Fictional boxer (Apollo Creed), Spacecraft (Apollo), Theater (Apollo Theater). Let's double-check: Group 1: Ice cream servings/formats • CONE, CUP, SHAKE, SPLIT Group 2: Things associated with "Apollo" • FICTIONAL BOXER, GREEK/ROMAN GOD, SPACECRAFT, THEATER Group 3: Left-leaning political terms • BLUE, LEFT, LIBERAL, PROGRESSIVE Group 4: Matt Damon movies (missing "THE") • DEPARTED, GOOD SHEPHERD, MARTIAN, RAINMAKER Everything fits cleanly into 4 distinct sets of 4 words. Let's start with Ice Cream formats.

The ice cream group (CONE, CUP, SHAKE, SPLIT) was correct! Remaining words: GREEK/ROMAN GOD, DEPARTED, RAINMAKER, THEATER, LIBERAL, PROGRESSIVE, BLUE, LEFT, FICTIONAL BOXER, MARTIAN, SPACECRAFT, GOOD SHEPHERD Remaining categories identified previously: 1. Things named "Apollo": FICTIONAL BOXER, GREEK/ROMAN GOD, SPACECRAFT, THEATER 2. Political "Left" / Democratic terms: BLUE, LEFT, LIBERAL, PROGRESSIVE 3. Matt Damon movies: DEPARTED, GOOD SHEPHERD, MARTIAN, RAINMAKER Let's submit the "Apollo" category next.

Remaining words: DEPARTED, RAINMAKER, LIBERAL, PROGRESSIVE, BLUE, LEFT, MARTIAN, GOOD SHEPHERD Remaining categories: 1. Political "Left" / Democratic terms: BLUE, LEFT, LIBERAL, PROGRESSIVE 2. Matt Damon movies: DEPARTED, GOOD SHEPHERD, MARTIAN, RAINMAKER Let's guess the political terms next.

Remaining words: DEPARTED, GOOD SHEPHERD, MARTIAN, RAINMAKER Category: Matt Damon movies (The Departed, The Good Shepherd, The Martian, The Rainmaker)

Let's analyze the available words: UNCHAINED, FICTION, HEAD, FIELD, DIRECTOR, CHIEF, BROWN, GREEN, DOGS, COCO, HAZEL, GROUNDS, LAWN, CHAIR, PEA, CHEST Look for potential groupings: 1. Shades of brown / Eye colors / Hazel/Brown/Pea/Coco? Wait: • Eye colors / Shades of green/brown: HAZEL, BROWN, GREEN, PEA (Pea green?), COCO (Cocoa/Brown?) • Quentin Tarantino Movies: - DJANGO UNCHAINED -> UNCHAINED - PULP FICTION -> FICTION - RESERVOIR DOGS -> DOGS - JACKIE BROWN -> BROWN Let's check Tarantino movies: UNCHAINED, FICTION, DOGS, BROWN. Is that 4? Yes! (Django Unchained, Pulp Fiction, Reservoir Dogs, Jackie Brown) Let's check another potential category: • Leaders / Heads: HEAD, DIRECTOR, CHIEF, CHAIR Wait, "CHAIR", "CHIEF", "DIRECTOR", "HEAD" are all titles for someone in charge. Let's check remaining words: FIELD, GREEN, COCO, HAZEL, GROUNDS, LAWN, PEA, CHEST • Places with grass / grassy areas: FIELD, GREEN, GROUNDS, LAWN • Nuts? HAZEL (hazelnut), COCO (coconut), PEA (peanut), CHEST (chestnut) - ALL END IN "NUT"! - HAZELnut - COCOnut - PEAnut - CHESTnut Let's double check all 16 words: Group 1 (Words before "NUT"): • COCO (Coconut) • HAZEL (Hazelnut) • PEA (Peanuts) • CHEST (Chestnut) Group 2 (Words in Quentin Tarantino movie titles): • UNCHAINED (Django Unchained) • FICTION (Pulp Fiction) • DOGS (Reservoir Dogs) • BROWN (Jackie Brown) Group 3 (Leader / Person in charge): • CHAIR • CHIEF • DIRECTOR • HEAD Group 4 (Area of grass / open land): • FIELD • GREEN • GROUNDS • LAWN Everything fits perfectly into 4 distinct groups of 4! Let's start by submitting Group 1 or Group 2. Let's submit the Tarantino movies group first. Words: BROWN, DOGS, FICTION, UNCHAINED.

Remaining words: CHAIR, CHEST, CHIEF, COCO, DIRECTOR, FIELD, GREEN, GROUNDS, HEAD, HAZEL, LAWN, PEA Let's review the remaining groups: Group: Words before "NUT" • COCO • HAZEL • PEA • CHEST Group: Person in charge / Leader • CHAIR • CHIEF • DIRECTOR • HEAD Group: Grassy area / Grounds • FIELD • GREEN • GROUNDS • LAWN Let's guess the "Words before NUT" group next. Words: CHEST, COCO, HAZEL, PEA

Remaining words: CHAIR, CHIEF, DIRECTOR, FIELD, GREEN, GROUNDS, HEAD, LAWN Group 1: Person in charge • CHAIR • CHIEF • DIRECTOR • HEAD Group 2: Grassy area • FIELD • GREEN • GROUNDS • LAWN Let's submit the "Person in charge" group. Words: CHAIR, CHIEF, DIRECTOR, HEAD

Remaining words: FIELD, GREEN, GROUNDS, LAWN Category: Grassy area / Open space of grass. Words: FIELD, GREEN, GROUNDS, LAWN

Let's analyze the available words: MING, ZING, SONG, BUCK, KICK, HAN, PUNCH, SOLO, SINGLE, BILLY, TANG, RAM, JACK, FREE, STAG, ZEST Potential categories: 1. Chinese Dynasties: HAN, MING, SONG, TANG 2. Words meaning energy/flavor/enthusiasm: ZING, ZEST, PUNCH, KICK, TANG? 3. Male animals: BUCK (deer/rabbit), RAM (sheep), JACK (donkey/rabbit), BILLY (goat), STAG (deer) 4. Unaccompanied / Alone / Without cost: SOLO, SINGLE, FREE, STAG (as in "going stag") Let's check the groups carefully: Group 1 (Dynasties): HAN, MING, SONG, TANG (4 words) Group 2 (Male Animals): BILLY, BUCK, RAM, JACK, STAG (5 words) Group 3 (Solo / Unaccompanied): FREE, SINGLE, SOLO, STAG (4 words if STAG goes here, or maybe BUCK?) Group 4 (Pep / Energy / Flavor / Punchiness): KICK, PUNCH, ZEST, ZING (4 words) Wait, let's test if STAG fits with SOLO, SINGLE, FREE: Going stag = going solo/alone. So FREE, SINGLE, SOLO, STAG fits well together. If STAG is in Solo/Unaccompanied: Male Animals remaining: BILLY, BUCK, RAM, JACK (4 words: Goat, Deer/Rabbit, Sheep, Donkey). Pep / Flavor / Energy: KICK, PUNCH, ZEST, ZING (4 words). Chinese Dynasties: HAN, MING, SONG, TANG (4 words). This accounts for all 16 words perfectly without overlaps! Let's double-check Chinese Dynasties: HAN, MING, SONG, TANG - 100% solid. Let's guess Chinese Dynasties first.

Remaining words: ZING, BUCK, KICK, PUNCH, SOLO, SINGLE, BILLY, RAM, JACK, FREE, STAG, ZEST Remaining categories identified earlier: 1. Male animals: BILLY, BUCK, JACK, RAM 2. Pep / Energy / Flavor: KICK, PUNCH, ZEST, ZING 3. Unaccompanied / Alone: FREE, SINGLE, SOLO, STAG Let's verify Male Animals: • BILLY (billy goat) • BUCK (buck deer/rabbit) • JACK (jackass/jackrabbit) • RAM (male sheep) This is a very coherent set of male animal terms. Let's test Pep / Flavor / Energy: • KICK, PUNCH, ZEST, ZING (all mean bite/spice/energy/flavor) Let's test Unaccompanied / Alone: • FREE, SINGLE, SOLO, STAG Let's guess Male Animals: BILLY, BUCK, JACK, RAM.

Remaining words: ZING, KICK, PUNCH, SOLO, SINGLE, FREE, STAG, ZEST Remaining categories: 1. Pep / Flavor / Energy: KICK, PUNCH, ZEST, ZING 2. Unaccompanied / Alone: FREE, SINGLE, SOLO, STAG Let's check KICK, PUNCH, ZEST, ZING: All mean a lively or sharp quality / excitement / flavor / bite. Let's check FREE, SINGLE, SOLO, STAG: All mean unattached / on one's own / unaccompanied. Let's submit FREE, SINGLE, SOLO, STAG next.

Remaining words: KICK, PUNCH, ZEST, ZING These form the final group (Pep / Flavor / Energy / Zing).

Let's analyze the available words: BIRTH, DAWN, MTV, VHS, BOND, ALF, DAY, WED, NES, FUSE, POLE, FLY, COMBINE, GENESIS, START, FLOWER Categories emerging: 1. Beginning/Origin: BIRTH, DAWN, GENESIS, START, DAY (Dawn of time, Genesis, Start, Birth, Day?) Wait, DAWN, BIRTH, GENESIS, START are clearly "Beginning / Origin". 2. Palindromes or 80s TV/tech? ALF (TV show), MTV, NES, VHS - these are iconic 80s tech/pop culture acronyms/names! Let's check: ALF, MTV, NES, VHS (4 items!). 3. Double meanings / Things that stick/join together: FUSE, COMBINE, WED, BOND, FLY (wait, FLY?) 4. Double meanings with "____ FLY" or "____ DAY" or "POLE"? Let's check words remaining: BOND, COMBINE, DAY, FLOWER, FLY, FUSE, POLE, WED. Wait! "Things that join / unite": BOND, COMBINE, FUSE, WED. Words before/after "____ FLY"? MAYFLY, FLOWERFLY? Wait, words before "DAY"? BIRTHDAY, WEDDAY (no), MAYDAY, WEDNESDAY? Wait: FLOWER, POLE, FLY, DAY? Wait! MAY ___: Maypole, Mayday, Mayfly, Mayflower! Words: POLE (Maypole) DAY (Mayday) FLY (Mayfly) FLOWER (Mayflower) These all can be preceded by "MAY"! Let's double check the 4 groups: Group 1 (Preceded by "MAY"): DAY, FLOWER, FLY, POLE Group 2 (Beginning/Origin): BIRTH, DAWN, GENESIS, START Group 3 (80s tech/pop culture/media): ALF, MTV, NES, VHS Group 4 (Join/Unite): BOND, COMBINE, FUSE, WED All 16 words accounted for cleanly! Group 2: BIRTH, DAWN, GENESIS, START (4 words) Group 3: ALF, MTV, NES, VHS (4 words) Group 1: DAY, FLOWER, FLY, POLE (4 words) Group 4: BOND, COMBINE, FUSE, WED (4 words) Let's test Group 3 first: ALF, MTV, NES, VHS.

Group 3 (ALF, MTV, NES, VHS) was correct! Remaining words: BIRTH, BOND, COMBINE, DAWN, DAY, FLOWER, FLY, FUSE, GENESIS, POLE, START, WED Remaining groups identified in the previous step: 1. Preceded by "MAY": DAY, FLOWER, FLY, POLE 2. Beginning / Origin: BIRTH, DAWN, GENESIS, START 3. Join / Unite: BOND, COMBINE, FUSE, WED Let's submit the "Beginning / Origin" group next: BIRTH, DAWN, GENESIS, START.

Remaining words: BOND, COMBINE, DAY, FLOWER, FLY, FUSE, POLE, WED Group 1 (Preceded by "MAY"): DAY, FLOWER, FLY, POLE (Mayday, Mayflower, Mayfly, Maypole) Group 2 (Join / Unite): BOND, COMBINE, FUSE, WED Let's guess Group 1 next: DAY, FLOWER, FLY, POLE.

Remaining words: BOND, COMBINE, FUSE, WED Group (Join / Unite): BOND, COMBINE, FUSE, WED

Let's analyze the available words: PRINTER, VELVETEEN, FOLLOW, JUROR, MONTH, PEN, WHITE, TRIX, MONITOR, TATTOO MACHINE, DONUT, TRACK, ROSE, ROGER, WATCH, SQUID Look for potential groupings: 1. Things that use ink / need ink refills: PRINTER, PEN, TATTOO MACHINE, SQUID 2. Words related to "RABBIT" or famous rabbits: VELVETEEN (Velveteen Rabbit) WHITE (White Rabbit) TRIX (Trix Rabbit) ROGER (Roger Rabbit) 3. Words associated with "KEEP AN EYE ON" / "OBSERVE": FOLLOW, MONITOR, TRACK, WATCH 4. Remaining words: JUROR, MONTH, DONUT, ROSE Wait, "Things with holes"? DONUT (has a hole), JUROR (12 angry men? No), MONTH (has days?), ROSE (has thorns?). Wait: 12 Angry Men -> JUROR? Types of charts / things with 12? Wait, 12 in a dozen: DONUT (dozen) 12 MONTH (12 months in a year) 12 JURORS (12 in a jury) 12 ROSES (a dozen roses) Yes! "Things associated with the number 12" or "Things that come in twelves / dozens": • DONUT (a dozen donuts = 12) • JUROR (12 jurors) • MONTH (12 months in a year) • ROSE (a dozen roses = 12) Let's double check the ink group: PRINTER (uses ink) PEN (uses ink) TATTOO MACHINE (uses ink) SQUID (shoots ink) Category: Things that use/produce ink. Let's double check the rabbit group: VELVETEEN (Velveteen Rabbit) WHITE (White Rabbit) TRIX (Trix Trix Rabbit) ROGER (Roger Rabbit) Category: Famous rabbits. Let's double check the watch/track group: FOLLOW, MONITOR, TRACK, WATCH Category: Keep tabs on / observe closely. Everything fits into 4 extremely clear categories of 4 words each! First guess: PRINTER, PEN, TATTOO MACHINE, SQUID

The first group was correctly identified. Remaining words: VELVETEEN, FOLLOW, JUROR, MONTH, WHITE, TRIX, MONITOR, DONUT, TRACK, ROSE, ROGER, WATCH Group 1: Famous fictional rabbits • VELVETEEN (Velveteen Rabbit) • WHITE (White Rabbit) • TRIX (Trix Rabbit) • ROGER (Roger Rabbit) Group 2: Keep track of / observe • FOLLOW • MONITOR • TRACK • WATCH Group 3: Associated with the number 12 / dozens • DONUT (dozen donuts) • JUROR (12 on a jury) • MONTH (12 in a year) • ROSE (dozen roses) Let's submit the rabbit group next.

Remaining words: FOLLOW, JUROR, MONTH, MONITOR, DONUT, TRACK, ROSE, WATCH Group 1: Keep track of / observe • FOLLOW • MONITOR • TRACK • WATCH Group 2: Things associated with the number 12 • DONUT • JUROR • MONTH • ROSE Let's submit the observation group next.

Remaining 4 words: DONUT, JUROR, MONTH, ROSE Category: Things associated with the number 12 (12 months in a year, 12 jurors in a jury, a dozen donuts, a dozen roses).

Let's analyze the available words: FEATURE, FILM, POTATO, LITTER, TOOTH, CREPE PAPER, TALK, SPRINKLE, SIXTEEN, SCATTER, SHAR PEI, PRUNE, BRAIN, PEPPER, FLICK, PICTURE Group ideas: 1. Words related to movies/cinema: FEATURE, FILM, FLICK, PICTURE 2. Things that are wrinkled/pruney/wrinkly: BRAIN, CREPE PAPER, PRUNE, SHAR PEI, POTATO? 3. Disperse/strew: LITTER, SCATTER, SPRINKLE, PEPPER 4. Sweet ___ / Words after "SWEET": TALK, SIXTEEN, TOOTH, POTATO, PEPPER? Wait: • SWEET TALK • SWEET SIXTEEN • SWEET TOOTH • SWEET POTATO • SWEET PEPPER Let's re-check the groups: Group A (Movies): FEATURE, FILM, FLICK, PICTURE Group B (Disperse): LITTER, PEPPER, SCATTER, SPRINKLE Group C (Things with wrinkles / wrinkled things): BRAIN, CREPE PAPER, PRUNE, SHAR PEI Group D (Words following "SWEET"): POTATO, SIXTEEN, TALK, TOOTH Let's double-check all 16 words: FEATURE (Group A) FILM (Group A) FLICK (Group A) PICTURE (Group A) LITTER (Group B) PEPPER (Group B - pepper as in to shower/disperse, e.g. peppered with questions/bullets) SCATTER (Group B) SPRINKLE (Group B) BRAIN (Group C - wrinkled organ) CREPE PAPER (Group C - crinkly/wrinkled paper) PRUNE (Group C - wrinkled fruit) SHAR PEI (Group C - wrinkled dog breed) POTATO (Group D - Sweet potato) SIXTEEN (Group D - Sweet sixteen) TALK (Group D - Sweet talk) TOOTH (Group D - Sweet tooth) All 16 words are accounted for perfectly without overlap! Let's start with Group A (Movies): FEATURE, FILM, FLICK, PICTURE.

Remaining words: POTATO, LITTER, TOOTH, CREPE PAPER, TALK, SPRINKLE, SIXTEEN, SCATTER, SHAR PEI, PRUNE, BRAIN, PEPPER Groups identified: 1. Disperse / Strew: LITTER, PEPPER, SCATTER, SPRINKLE 2. Things that are wrinkled: BRAIN, CREPE PAPER, PRUNE, SHAR PEI 3. Words after "SWEET": POTATO, SIXTEEN, TALK, TOOTH Let's test the "Things that are wrinkled" group: BRAIN, CREPE PAPER, PRUNE, SHAR PEI.

Remaining words: POTATO, LITTER, TOOTH, TALK, SPRINKLE, SIXTEEN, SCATTER, PEPPER Groups identified: 1. Words after "SWEET": POTATO, SIXTEEN, TALK, TOOTH 2. Disperse / Strew: LITTER, PEPPER, SCATTER, SPRINKLE Let's test the "Words after SWEET" group: POTATO, SIXTEEN, TALK, TOOTH.

Remaining words: LITTER, PEPPER, SCATTER, SPRINKLE Category: Disperse / Strew • LITTER • PEPPER • SCATTER • SPRINKLE

Let's analyze the available words to find potential categories: Available words: SHADE, SPLIT, WIGHT, JAZZ, DIVINE, SPECTER, FORECAST, CHORAL, BLEW, AMERICANA, CALL, READ, SPIRIT, RAP, BURST, BROKE 1. Ghostly / Supernatural entities: • SHADE, WIGHT, SPECTER, SPIRIT 2. Synonyms for predict / foresee: • FORECAST, DIVINE, CALL, READ 3. Words ending with sounds or homophones / Rhymes / Homophones: • BLEW, BROKE, BURST, SPLIT (Homophones/Synonyms for popped/fractured/went broke? Or past tense of break? BLEW, BROKE, BURST, SPLIT - Synonyms for "ruptured" or "left suddenly" or "went bankrupt"?) • Wait, SPLIT, BURST, BROKE, BLEW could be "went away / left" or "ruined financially"? • What about genres of music? • JAZZ, CHORAL, AMERICANA, RAP Let's double-check the four categories: Category A (Spirits/Ghosts): • SHADE, WIGHT, SPECTER, SPIRIT Category B (Music genres): • JAZZ, CHORAL, AMERICANA, RAP Category C (Predict/Foretell): • FORECAST, DIVINE, CALL, READ Category D (Popped / Ruptured / Went kaput? Or "Broke" synonyms? Or "Left quickly"?): • BLEW, BROKE, BURST, SPLIT Let's test Category A: SHADE, WIGHT, SPECTER, SPIRIT. All 4 are classic terms for ghosts/apparitions. This looks extremely solid and clean.

Remaining words: SPLIT, JAZZ, DIVINE, FORECAST, CHORAL, BLEW, AMERICANA, CALL, READ, RAP, BURST, BROKE Let's check the remaining groups: Group 1: Music genres • JAZZ, CHORAL, AMERICANA, RAP Group 2: Predict / Foretell • FORECAST, DIVINE, CALL, READ Group 3: Pop / Rupture / Break apart • BLEW, BROKE, BURST, SPLIT Let's test Group 1 (Music genres): JAZZ, CHORAL, AMERICANA, RAP. All four are standard musical styles/genres.

Remaining words: SPLIT, DIVINE, FORECAST, BLEW, CALL, READ, BURST, BROKE Let's look at the remaining words: Group 1: Predict / Foretell • FORECAST, DIVINE, CALL, READ Group 2: Break / Rupture / Fail / Pop • BLEW, BROKE, BURST, SPLIT Let's test Group 1: DIVINE, FORECAST, CALL, READ (as in "read palms/tea leaves", "call a game/result", "divine the future", "forecast the weather").

The remaining four words are BLEW, BROKE, BURST, SPLIT. Category connection: Words meaning fractured / popped / ruptured or synonyms for "ruptured/popped". Words: BLEW, BROKE, BURST, SPLIT

Let's analyze the available words: FULFILL, THROW, DRAW, KEEP, JUSTICE, LABOR, PASS, STATE, PLAY, UPHOLD, DISCARD, HONOR, SHAM, ENERGY, SHEET, BLANKET Potential categories: 1. Fulfill/Honor/Keep/Uphold: Terms meaning to observe/fulfill a promise, law, or commitment. - FULFILL, HONOR, KEEP, UPHOLD. - Let's check: Keep a promise, honor a promise, fulfill a promise, uphold a promise. Fits very cleanly! 2. Types of Blankets / Bedding / Coverings? Or words after "____"? - THROW, SHEET, BLANKET, PASS? No. - Wait, DISCARD, DRAW, PASS, PLAY, THROW? (Actions in card games) - DRAW (cards), PASS (turn), PLAY (card), DISCARD (card), THROW (cards/hand)? - DISCARD, DRAW, PASS, PLAY. 3. US Cabinet Departments / Executive Departments: - ENERGY, JUSTICE, LABOR, STATE. - US Departments: Department of Energy, Department of Justice, Department of Labor, Department of State. - Fits 100%! 4. Bedding / Covers / Layers: - BLANKET, SHEET, THROW, SHAM (pillow sham). - Fits 100%! Let's double-check all 4 categories: • US Executive Departments: ENERGY, JUSTICE, LABOR, STATE (4 words) • Bedding items: BLANKET, SHAM, SHEET, THROW (4 words) • Fulfill a promise/duty: FULFILL, HONOR, KEEP, UPHOLD (4 words) • Actions in card games: DISCARD, DRAW, PASS, PLAY (4 words) All 16 words are neatly partitioned into 4 distinct groups of 4! Let's start by guessing the US Cabinet Departments category: ENERGY, JUSTICE, LABOR, STATE.

The previous guess (ENERGY, JUSTICE, LABOR, STATE) was correct. Remaining words: FULFILL, THROW, DRAW, KEEP, PASS, PLAY, UPHOLD, DISCARD, HONOR, SHAM, SHEET, BLANKET Remaining groups identified: 1. Bedding / Pillow coverings: BLANKET, SHAM, SHEET, THROW 2. Abide by / Honor (a promise or commitment): FULFILL, HONOR, KEEP, UPHOLD 3. Card game actions: DISCARD, DRAW, PASS, PLAY Let's submit Bedding items: BLANKET, SHAM, SHEET, THROW.

Remaining words: FULFILL, DRAW, KEEP, PASS, PLAY, UPHOLD, DISCARD, HONOR Remaining groups: 1. Abide by / Honor a commitment: FULFILL, HONOR, KEEP, UPHOLD 2. Card game moves / actions: DISCARD, DRAW, PASS, PLAY Let's submit: FULFILL, HONOR, KEEP, UPHOLD.

Remaining words: DISCARD, DRAW, PASS, PLAY Category: Card game actions / moves in cards.

Let's analyze the available words: BEND, TAIL, HITCH, BUNK, BOWLINE, HURDLE, HORSEFEATHERS, SHEEPSHANK, HOGWASH, PITCHFORK, HAMMER, POLE, CROCK, GOATEE, HORNS, BATON Potential categories: 1. Types of Knots: • BEND, HITCH, BOWLINE, SHEEPSHANK 2. Nonsense / Rubbish / Foolishness: • BUNK, HORSEFEATHERS, HOGWASH, CROCK 3. Things associated with the Devil / Satan depiction: • GOATEE, HORNS, PITCHFORK, TAIL 4. Track and Field / Athletics Equipment/Events: • HURDLE, HAMMER, POLE, BATON Let's double-check all four groups: Group 1 (Knots): BEND, BOWLINE, HITCH, SHEEPSHANK • All 4 are well-known knots/knot types. Group 2 (Nonsense words): BUNK, CROCK, HOGWASH, HORSEFEATHERS • All mean nonsense/baloney. Group 3 (Devil features): GOATEE, HORNS, PITCHFORK, TAIL • Classic depictions of a devil. Group 4 (Track & Field items/events): BATON, HAMMER, HURDLE, POLE • Track and field gear/events (Baton for relay, Hammer for throw, Hurdle for race, Pole for vault). Let's start with the Knots group: BEND, BOWLINE, HITCH, SHEEPSHANK.

Remaining words: BUNK, CROCK, HOGWASH, HORSEFEATHERS, GOATEE, HORNS, PITCHFORK, TAIL, BATON, HAMMER, HURDLE, POLE Group 2 (Nonsense): BUNK, CROCK, HOGWASH, HORSEFEATHERS Group 3 (Devil depiction): GOATEE, HORNS, PITCHFORK, TAIL Group 4 (Track & Field): BATON, HAMMER, HURDLE, POLE Let's submit the Nonsense category next: BUNK, CROCK, HOGWASH, HORSEFEATHERS.

Remaining words: GOATEE, HORNS, PITCHFORK, TAIL, BATON, HAMMER, HURDLE, POLE Group 3 (Devil depiction / features of the Devil): GOATEE, HORNS, PITCHFORK, TAIL Group 4 (Track and Field equipment / events): BATON, HAMMER, HURDLE, POLE Let's submit the Devil features: GOATEE, HORNS, PITCHFORK, TAIL.

Remaining 4 words: BATON, HAMMER, HURDLE, POLE Category: Track and Field equipment / items used in field events and relays.

Let's analyze the available words: 1. TIANA, AURORA, ARIEL, MERIDA - Disney Princesses (4 words) 2. ARIAL, VERDANA, IMPACT, GEORGIA - Font families (4 words) 3. ANGULAR, LINEAR, VOLUMETRIC, AREAL - Geometric / dimensional descriptors, or spatial/math terms? Wait, AREAL, ANGULAR, LINEAR, VOLUMETRIC (1D = linear, 2D = areal, 3D = volumetric, angle = angular). 4. SPLIT, ROUNDOFF, AERIAL, ARABESQUE - Gymnastics moves / elements! Let's double check group 1 (Disney Princesses): • TIANA (Princess and the Frog) • AURORA (Sleeping Beauty) • ARIEL (Little Mermaid) • MERIDA (Brave) 4 words: TIANA, AURORA, ARIEL, MERIDA. Perfect. Let's double check group 2 (Fonts): • ARIAL • VERDANA • IMPACT • GEORGIA 4 words: ARIAL, GEORGIA, IMPACT, VERDANA. Perfect. Let's double check group 3 (Gymnastics elements / positions): • SPLIT • ROUNDOFF • AERIAL • ARABESQUE 4 words: AERIAL, ARABESQUE, ROUNDOFF, SPLIT. Perfect. Let's double check group 4 (Measurement/spatial adjectives): • ANGULAR • LINEAR • VOLUMETRIC • AREAL 4 words: ANGULAR, AREAL, LINEAR, VOLUMETRIC. Perfect. Let's start with Disney Princesses: TIANA, AURORA, ARIEL, MERIDA. Wait, let's verify if any word overlaps: • ARIEL (Font? Arial vs Ariel. Ariel is princess, Arial is font). • AREAL (Spatial area adjective vs Ariel). Everything is super distinct!

Remaining words: • Fonts: ARIAL, GEORGIA, IMPACT, VERDANA • Gymnastics elements: AERIAL, ARABESQUE, ROUNDOFF, SPLIT • Spatial/measurement adjectives related to dimensions: ANGULAR, AREAL, LINEAR, VOLUMETRIC Let's pick Fonts next: ARIAL, GEORGIA, IMPACT, VERDANA.

Remaining words: • Gymnastics elements: AERIAL, ARABESQUE, ROUNDOFF, SPLIT • Spatial/measurement adjectives: ANGULAR, AREAL, LINEAR, VOLUMETRIC Let's pick Gymnastics moves next: AERIAL, ARABESQUE, ROUNDOFF, SPLIT.

Remaining words: ANGULAR, AREAL, LINEAR, VOLUMETRIC These are spatial / mathematical dimensional terms (relating to angle, area, line, volume).

Let's analyze the available words: KEY, BETTER, HATCH, DOOR, COMPASS, MAIN, BEST, GATE, SCALE, WALL, TOP, DOWNING, BEAT, FLEET, PORTAL, INSET Group candidates: 1. Entrances / Openings: DOOR, GATE, HATCH, PORTAL 2. Streets / Famous Streets (or [Street] names without "Street"): DOWNING, WALL, FLEET, MAIN, KEY? (Downing Street, Wall Street, Fleet Street, Main Street) 3. Superior / To surpass: BEAT, BETTER, BEST, TOP 4. Map features / Legend elements: COMPASS, SCALE, INSET, KEY Let's check "Famous Streets": • DOWNING (Downing Street) • WALL (Wall Street) • FLEET (Fleet Street) • MAIN (Main Street) Let's check "Map elements": • COMPASS (Compass rose) • SCALE • INSET (Inset map) • KEY (Map key) / LEGEND Let me double check the remaining 8 words: • Openings/Entrances: DOOR, GATE, HATCH, PORTAL • Surpass/Exceed: BEAT, BETTER, BEST, TOP Let's verify: Entrances: DOOR, GATE, HATCH, PORTAL (4 words) Famous Streets: DOWNING, FLEET, MAIN, WALL (4 words) Map features: COMPASS, INSET, KEY, SCALE (4 words) Outdo/Surpass: BEAT, BEST, BETTER, TOP (4 words) All 16 words are perfectly partitioned into 4 distinct groups of 4! Group 1: Entrances DOOR, GATE, HATCH, PORTAL Let's test one group first.

The previous guess (DOOR, GATE, HATCH, PORTAL) was correct. Remaining words: KEY, BETTER, COMPASS, MAIN, BEST, SCALE, WALL, TOP, DOWNING, BEAT, FLEET, INSET Groups identified previously: 1. Famous Streets (preceding "Street"): DOWNING, FLEET, MAIN, WALL 2. Map elements: COMPASS, INSET, KEY, SCALE 3. Surpass / Outdo: BEAT, BEST, BETTER, TOP Let's submit Famous Streets next: DOWNING, FLEET, MAIN, WALL.

Remaining words: KEY, BETTER, COMPASS, BEST, SCALE, TOP, BEAT, INSET Groups remaining: 1. Map elements: COMPASS, INSET, KEY, SCALE 2. Surpass / Outdo: BEAT, BEST, BETTER, TOP Let's submit Map elements: COMPASS, INSET, KEY, SCALE.

Remaining words: BEAT, BEST, BETTER, TOP Group: Surpass / Defeat / Outdo: BEAT, BEST, BETTER, TOP