horsewords_llm.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from openai import OpenAI\n",
    "import os\n",
    "\n",
    "client = OpenAI(\n",
    "    base_url='https://openrouter.ai/api/v1',\n",
    "    api_key=os.environ.get('OPENROUTER_KEY')\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "NEW_PHRASE_PROMPT = \\\n",
    "\"\"\"You are correcting ARPAbet transcriptions of a word that were produced by an automated system.\n",
    "You will be given two items, enclosed in curly braces:\n",
    "1. The word, as written in English (this word may be misspelled, or may be repetitions of another phrase).\n",
    "2. The current, low-quality ARPAbet transcription of the word, as produced by an automated\n",
    "system. This system did not include vowel stress numbers in its output.\n",
    "The transcription may have significant errors, such as missing or swapped syllables.\n",
    "\n",
    "When correcting, there are two factors you need to consider:\n",
    "- You must add correct stress number markings to any ARPAbet vowels.\n",
    "- You must fix any faulty pronunciation transcriptions.\n",
    "\n",
    "Your will produce outputs in JSON format for this word with the following keys:\n",
    "1. 'transcription': A corrected, accurate ARPAbet transcription.\n",
    "2. 'confidence': Your level of confidence in this transcription (high, medium, low). This should be based on whether the word is familiar to you.\n",
    "Even if you believe the word is misspelled or a repeated phrase, assume that the word is correctly spelled and make your best attempt at pronouncing according to its spelling verbatim, including repetitions.\n",
    "Do not transfer any punctuation marks, including single quotes or hyphens, to the ARPAbet transcription.\n",
    "\n",
    "For example, given the following input: {discord's}, {CH R IH S K AO R D S}, the correct output ('thinking' omitted) is:\n",
    "{\n",
    "    'transcription': 'D IH1 S K AO0 R D S',\n",
    "    'confidence': 'high'\n",
    "}\n",
    "\n",
    "Here is the input: {[[baseword]]}, {[[transcription]]}\n",
    "Provide only your output:\n",
    "\"\"\"\n",
    "\n",
    "NEW_PHRASE_THINKING_PROMPT = \\\n",
    "\"\"\"You are correcting ARPAbet transcriptions of a word that were produced by an automated system.\n",
    "You will be given two items, enclosed in curly braces:\n",
    "1. The word, as written in English (this word may be misspelled, or may be repetitions of another phrase).\n",
    "2. The current, low-quality ARPAbet transcription of the word, as produced by an automated\n",
    "system. This system did not include vowel stress numbers in its output.\n",
    "The transcription may have significant errors, such as missing or swapped syllables.\n",
    "\n",
    "When correcting, there are two factors you need to consider:\n",
    "- You must add correct stress number markings to any ARPAbet vowels.\n",
    "- You must fix any faulty pronunciation transcriptions.\n",
    "\n",
    "Your will produce outputs in JSON format for this word with the following keys:\n",
    "1. 'thinking': Your thinking process, considering both vowel stress and faulty/correct pronunciation.\n",
    "2. 'transcription': A corrected, accurate ARPAbet transcription.\n",
    "3. 'confidence': Your level of confidence in this transcription (high, medium, low). This should be based on whether the word is familiar to you.\n",
    "Even if you believe the word is misspelled or a repeated phrase, assume that the word is correctly spelled and make your best attempt at pronouncing according to its spelling verbatim, including repetitions.\n",
    "Do not transfer any punctuation marks, including single quotes or hyphens, to the ARPAbet transcription.\n",
    "\n",
    "For example, given the following input: {discord's}, {CH R IH S K AO R D S}, a correct output is:\n",
    "{\n",
    "    'thinking': 'Your thinking here',\n",
    "    'transcription': 'D IH1 S K AO0 R D S',\n",
    "    'confidence': 'high'\n",
    "}\n",
    "\n",
    "Here is the input: {[[baseword]]}, {[[transcription]]}\n",
    "Provide only your output:\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CompletionUsage(completion_tokens=68, prompt_tokens=386, total_tokens=454)\n",
      "{\n",
      "    'thinking': 'The word is \"pony's\", which is a possessive form of \"pony\". The transcription should reflect the pronunciation of the word with the stress on the first syllable.',\n",
      "    'transcription': 'P OW1 N IY0 Z',\n",
      "    'confidence': 'high'\n",
      "} \n",
      "\n"
     ]
    }
   ],
   "source": [
    "test_cases = [\n",
    "    #('chimerae', 'IH M EH R AH'),\n",
    "    (\"pony's\", 'P OW N IY S'),\n",
    "    #('OMIGOSHOMIGOSHOMIGOSHOMIGOSH', 'OW M AY G AA SH OW M AY G AA SH OW M AY G AA SH OW M AY G AA SH'),\n",
    "    #('bufogren', 'B UW F OW G R EH N'),\n",
    "    #('chicomoztoc', 'IY K OW UH'),\n",
    "]\n",
    "\n",
    "for case in test_cases:\n",
    "    baseword, transcription = case\n",
    "    prompt = NEW_PHRASE_THINKING_PROMPT.replace('[[baseword]]', baseword)\n",
    "    prompt = prompt.replace('[[transcription]]', transcription)\n",
    "    completion = client.chat.completions.create(\n",
    "        model='google/gemini-flash-1.5',\n",
    "        messages=[\n",
    "            {'role': 'user',\n",
    "            'content': prompt}\n",
    "        ]\n",
    "    )\n",
    "    print(completion.usage)\n",
    "    print(completion.choices[0].message.content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "processing baseword pony's (1)\n",
      "processing baseword spell's (2)\n",
      "processing baseword friendship's (3)\n",
      "processing baseword griffons' (4)\n",
      "processing baseword tartarus (5)\n",
      "processing baseword i-it's (6)\n",
      "processing baseword hoarder (7)\n",
      "processing baseword ember's (8)\n",
      "processing baseword enchantress (9)\n",
      "processing baseword sunburst's (10)\n",
      "processing baseword foals (11)\n",
      "processing baseword pie's (12)\n",
      "processing baseword unicorns (13)\n",
      "processing baseword unicorn's (14)\n",
      "processing baseword canis (15)\n",
      "processing baseword tenochtitlan (16)\n",
      "processing baseword spike's (17)\n",
      "processing baseword hippogriff (18)\n",
      "processing baseword hippogriffs (19)\n",
      "processing baseword cutie (20)\n",
      "processing baseword trixie's (21)\n",
      "processing baseword i-i (22)\n",
      "processing baseword princesses' (23)\n",
      "processing baseword shh (24)\n",
      "processing baseword discord's (25)\n",
      "processing baseword super-duper (26)\n",
      "processing baseword bestest (27)\n",
      "processing baseword sunset's (28)\n",
      "processing baseword armor's (29)\n",
      "processing baseword flitter (30)\n",
      "processing baseword cut's (31)\n",
      "processing baseword twilight's (32)\n",
      "processing baseword untangled (33)\n",
      "processing baseword transfiguration (34)\n",
      "processing baseword sorceress (35)\n",
      "processing baseword hayseed (36)\n",
      "processing baseword bearded's (37)\n",
      "processing baseword snowfall's (38)\n",
      "processing baseword mes (39)\n",
      "processing baseword ahem (40)\n",
      "processing baseword belle's (41)\n",
      "processing baseword luna's (42)\n",
      "processing baseword manticore (43)\n",
      "processing baseword cerberus (44)\n",
      "processing baseword cart's (45)\n",
      "processing baseword fo (46)\n",
      "processing baseword meadowbrook (47)\n",
      "processing baseword meadowbrook's (48)\n",
      "processing baseword make-believe (49)\n",
      "processing baseword maud's (50)\n",
      "processing baseword cloudsdale (51)\n",
      "processing baseword cadenza (52)\n",
      "processing baseword yaks (53)\n",
      "processing baseword jove (54)\n",
      "processing baseword sunburst (55)\n",
      "processing baseword conundrums (56)\n",
      "processing baseword vignette's (57)\n",
      "processing baseword ponies' (58)\n",
      "processing baseword hearth's (59)\n",
      "processing baseword pendants (60)\n",
      "processing baseword quills (61)\n",
      "processing baseword dash's (62)\n",
      "processing baseword kow (63)\n",
      "processing baseword evergreen's (64)\n",
      "processing baseword apertures (65)\n",
      "processing baseword zoom's (66)\n",
      "processing baseword vapor's (67)\n",
      "processing baseword shh (68)\n",
      "processing baseword bunyip (69)\n",
      "processing baseword salutation (70)\n",
      "processing baseword swirl's (71)\n",
      "processing baseword incantations (72)\n",
      "processing baseword applejack's (73)\n",
      "processing baseword numbskull (74)\n",
      "processing baseword shallows (75)\n",
      "processing baseword whah (76)\n",
      "processing baseword i-i'm (77)\n",
      "processing baseword cruet (78)\n",
      "processing baseword i-i've (79)\n",
      "processing baseword boreas (80)\n",
      "processing baseword offence (81)\n",
      "processing baseword starlight's (82)\n",
      "processing baseword slaved (83)\n",
      "processing baseword bamboozle (84)\n",
      "processing baseword ocellus (85)\n",
      "processing baseword bestest (86)\n",
      "processing baseword awoken (87)\n",
      "processing baseword changeling (88)\n",
      "processing baseword changelings (89)\n",
      "processing baseword changeling's (90)\n",
      "processing baseword agh (91)\n",
      "processing baseword eup (92)\n",
      "processing baseword griffons (93)\n",
      "processing baseword magnifico (94)\n",
      "processing baseword bats' (95)\n",
      "processing baseword marzipan (96)\n",
      "processing baseword meringue (97)\n",
      "processing baseword bakers' (98)\n",
      "processing baseword softie (99)\n",
      "processing baseword learning's (100)\n",
      "processing baseword beak's (101)\n",
      "processing baseword sirens' (102)\n",
      "processing baseword sweepy (103)\n",
      "processing baseword haha (104)\n",
      "processing baseword rivalled (105)\n",
      "processing baseword froggy (106)\n",
      "processing baseword bogg (107)\n",
      "processing baseword travel's (108)\n",
      "processing baseword aweful (109)\n",
      "processing baseword gilda's (110)\n",
      "processing baseword incantations (111)\n",
      "processing baseword plushy (112)\n",
      "processing baseword re-written (113)\n",
      "processing baseword hmmm (114)\n",
      "processing baseword suprise (115)\n",
      "processing baseword pranking (116)\n",
      "processing baseword anon (117)\n",
      "processing baseword 'bout (118)\n",
      "processing baseword 'cause (119)\n",
      "processing baseword 'em (120)\n",
      "processing baseword 'er (121)\n",
      "processing baseword 'griff (122)\n",
      "processing baseword 'kay (123)\n",
      "processing baseword 'm (124)\n",
      "processing baseword 'n (125)\n",
      "processing baseword 'n' (126)\n",
      "processing baseword 'scuse (127)\n",
      "processing baseword 'specially (128)\n",
      "processing baseword 'splaining (129)\n",
      "processing baseword 'stead (130)\n",
      "processing baseword 'til (131)\n",
      "processing baseword 'till (132)\n",
      "processing baseword 'tis (133)\n",
      "processing baseword 'twas (134)\n",
      "processing baseword 'uns (135)\n",
      "processing baseword a-a-attitude (136)\n",
      "processing baseword a-a-ppleloosa (137)\n",
      "processing baseword a-actually (138)\n",
      "processing baseword a-and (139)\n",
      "processing baseword a-are (140)\n",
      "processing baseword a-brewin (141)\n",
      "processing baseword a-cookin (142)\n",
      "processing baseword a-hooping (143)\n",
      "processing baseword a-hopping (144)\n",
      "processing baseword a-howling (145)\n",
      "processing baseword a-laughin (146)\n",
      "processing baseword a-list (147)\n",
      "processing baseword a-minus (148)\n",
      "processing baseword a-okay (149)\n",
      "processing baseword a-tingling (150)\n",
      "processing baseword aaaaaaaaah (151)\n",
      "processing baseword aaaaaaah (152)\n",
      "processing baseword aaaaaaahh (153)\n",
      "processing baseword aaaaah (154)\n",
      "processing baseword aaaah (155)\n",
      "processing baseword aaaand (156)\n",
      "processing baseword aaah (157)\n",
      "processing baseword aaand (158)\n",
      "processing baseword absolutly (159)\n",
      "processing baseword absotively (160)\n",
      "processing baseword absotutelylutely (161)\n",
      "processing baseword accelerative (162)\n",
      "processing baseword accelero (163)\n",
      "processing baseword actaully (164)\n",
      "processing baseword actin' (165)\n",
      "processing baseword acuda (166)\n",
      "processing baseword acudas (167)\n",
      "processing baseword adoreable (168)\n",
      "processing baseword adventu (169)\n",
      "processing baseword after-school (170)\n",
      "processing baseword agreein' (171)\n",
      "processing baseword ah-ahh (172)\n",
      "processing baseword ahahah (173)\n",
      "processing baseword aheh (174)\n",
      "processing baseword ahhhh (175)\n",
      "processing baseword ahhhhh (176)\n",
      "processing baseword ahui (177)\n",
      "processing baseword ahuizotl (178)\n",
      "processing baseword ahuizotls (179)\n",
      "processing baseword aight (180)\n",
      "processing baseword aj (181)\n",
      "processing baseword alicorn (182)\n",
      "processing baseword alicorns (183)\n",
      "processing baseword aloney (184)\n",
      "processing baseword alongingest (185)\n",
      "processing baseword alrady (186)\n",
      "processing baseword altoriosa (187)\n",
      "processing baseword amazin' (188)\n",
      "processing baseword amazingness (189)\n",
      "processing baseword amniomorphic (190)\n",
      "processing baseword andracite (191)\n",
      "processing baseword anglin' (192)\n",
      "processing baseword annoyin' (193)\n",
      "processing baseword another' (194)\n",
      "processing baseword answerin' (195)\n",
      "processing baseword antiquing (196)\n",
      "processing baseword anycreature (197)\n",
      "processing baseword anygriff (198)\n",
      "processing baseword anygriff's (199)\n",
      "processing baseword anygriffon's (200)\n",
      "processing baseword anyhoo (201)\n",
      "processing baseword anyhting (202)\n",
      "processing baseword anypony (203)\n",
      "processing baseword anypony's (204)\n",
      "processing baseword apalooza (205)\n",
      "processing baseword apologizin' (206)\n",
      "processing baseword appaloosa (207)\n",
      "processing baseword appaloosians (208)\n",
      "processing baseword appeloosian (209)\n",
      "processing baseword apple-tini (210)\n",
      "processing baseword applebloom (211)\n",
      "processing baseword applebuck (212)\n",
      "processing baseword applebuckin' (213)\n",
      "processing baseword applebucking (214)\n",
      "processing baseword applecores (215)\n",
      "processing baseword appleja-a-a-a-ck (216)\n",
      "processing baseword applejackiest (217)\n",
      "processing baseword applejack (218)\n",
      "processing baseword applejacks (219)\n",
      "processing baseword applejohn (220)\n",
      "processing baseword applejuice (221)\n",
      "processing baseword applejuice's (222)\n",
      "processing baseword appleloosa (223)\n",
      "processing baseword appleloosan (224)\n",
      "processing baseword appleoosa (225)\n",
      "processing baseword applepopper (226)\n",
      "processing baseword appletastic (227)\n",
      "processing baseword applewood (228)\n",
      "processing baseword appliquã‰ (229)\n",
      "processing baseword appliquã‰s (230)\n",
      "processing baseword apploosan (231)\n",
      "processing baseword appytite (232)\n",
      "processing baseword aquabatic (233)\n",
      "processing baseword aquapony (234)\n",
      "processing baseword arrgh (235)\n",
      "processing baseword arrivederci (236)\n",
      "processing baseword arrrgggh (237)\n",
      "processing baseword artisinal (238)\n",
      "processing baseword aslee (239)\n",
      "processing baseword astronomers' (240)\n",
      "processing baseword athleisure (241)\n",
      "processing baseword avoidin' (242)\n",
      "processing baseword awayer (243)\n",
      "processing baseword aweso (244)\n",
      "processing baseword aweso-whoa (245)\n",
      "processing baseword awesomest (246)\n",
      "processing baseword aww (247)\n",
      "processing baseword awww (248)\n",
      "processing baseword awwww (249)\n",
      "processing baseword awwwww (250)\n",
      "processing baseword awwwwww (251)\n",
      "processing baseword aye-yi-yi-yi-yi (252)\n",
      "processing baseword azurantium (253)\n",
      "processing baseword b-b-behind (254)\n",
      "processing baseword b-b-but (255)\n",
      "processing baseword b-but (256)\n",
      "processing baseword b-plus (257)\n",
      "processing baseword ba-ba-ba-boom (258)\n",
      "processing baseword babyin' (259)\n",
      "processing baseword backfirin' (260)\n",
      "processing baseword backflip (261)\n",
      "processing baseword backstabbing (262)\n",
      "processing baseword backstory (263)\n",
      "processing baseword baddie (264)\n",
      "processing baseword baddies (265)\n",
      "processing baseword bajillion (266)\n",
      "processing baseword bakin' (267)\n",
      "processing baseword baloons (268)\n",
      "processing baseword baltimare (269)\n",
      "processing baseword bambahoozlers (270)\n",
      "processing baseword bangy (271)\n",
      "processing baseword barrelling (272)\n",
      "processing baseword bawance (273)\n",
      "processing baseword bbbff (274)\n",
      "processing baseword beanbag (275)\n",
      "processing baseword beardeds (276)\n",
      "processing baseword beardo (277)\n",
      "processing baseword beasty (278)\n",
      "processing baseword beatin' (279)\n",
      "processing baseword beaverteeth (280)\n",
      "processing baseword becuase (281)\n",
      "processing baseword bedrolls (282)\n",
      "processing baseword bellbottoms (283)\n",
      "processing baseword bellyachin' (284)\n",
      "processing baseword berrytwist (285)\n",
      "processing baseword besmearching (286)\n",
      "processing baseword bestestest (287)\n",
      "processing baseword besties (288)\n",
      "processing baseword betemporarily (289)\n",
      "processing baseword betties (290)\n",
      "processing baseword bffs (291)\n",
      "processing baseword big-boned (292)\n",
      "processing baseword biggie' (293)\n",
      "processing baseword bigshots (294)\n",
      "processing baseword bindingly (295)\n",
      "processing baseword birthaversary (296)\n",
      "processing baseword birthiversary (297)\n",
      "processing baseword bit's (298)\n",
      "processing baseword bitsll (299)\n",
      "processing baseword blabberin' (300)\n",
      "processing baseword blankflanks (301)\n",
      "processing baseword blankie (302)\n",
      "processing baseword blastin' (303)\n",
      "processing baseword bleagh (304)\n",
      "processing baseword blegh (305)\n",
      "processing baseword blindfolds (306)\n",
      "processing baseword bloofy (307)\n",
      "processing baseword bloofy's (308)\n",
      "processing baseword blossomforth (309)\n",
      "processing baseword bobbly (310)\n",
      "processing baseword bodysuits (311)\n",
      "processing baseword boho (312)\n",
      "processing baseword boingy (313)\n",
      "processing baseword booboos (314)\n",
      "processing baseword booger (315)\n",
      "processing baseword bookmarked (316)\n",
      "processing baseword booksort (317)\n",
      "processing baseword bopty (318)\n",
      "processing baseword boulderheads (319)\n",
      "processing baseword bovinevilleto (320)\n",
      "processing baseword bowtie (321)\n",
      "processing baseword boysenberry (322)\n",
      "processing baseword braeburn (323)\n",
      "processing baseword braeburn's (324)\n",
      "processing baseword brainiac (325)\n",
      "processing baseword branchã‰ (326)\n",
      "processing baseword breakables (327)\n",
      "processing baseword breakin' (328)\n",
      "processing baseword breathin' (329)\n",
      "processing baseword breezie (330)\n",
      "processing baseword breezies (331)\n",
      "processing baseword breezies' (332)\n",
      "processing baseword bridlebuck's (333)\n",
      "processing baseword bridleway (334)\n",
      "processing baseword brooms'll (335)\n",
      "processing baseword brownberries (336)\n",
      "processing baseword brrr (337)\n",
      "processing baseword brunchiest (338)\n",
      "processing baseword brushin' (339)\n",
      "processing baseword bubblefish (340)\n",
      "processing baseword buckball (341)\n",
      "processing baseword buckin' (342)\n",
      "processing baseword budgin' (343)\n",
      "processing baseword buffied (344)\n",
      "processing baseword bufogren (345)\n",
      "processing baseword bugaloo (346)\n",
      "processing baseword buh (347)\n",
      "processing baseword buh-bye (348)\n",
      "processing baseword buildin' (349)\n",
      "processing baseword bunnykins (350)\n",
      "processing baseword burnferno (351)\n",
      "processing baseword burnin' (352)\n",
      "processing baseword burps (353)\n",
      "processing baseword businesspony (354)\n",
      "processing baseword buttah (355)\n",
      "processing baseword buttercream (356)\n",
      "processing baseword bwahahah (357)\n",
      "processing baseword bwankie (358)\n",
      "processing baseword bybb (359)\n",
      "processing baseword c'mere (360)\n",
      "processing baseword c-cousins (361)\n",
      "processing baseword cabaleron (362)\n",
      "processing baseword caballeron (363)\n",
      "processing baseword caballeron's (364)\n",
      "processing baseword cadance (365)\n",
      "processing baseword cadance's (366)\n",
      "processing baseword cadenza's (367)\n",
      "processing baseword calico's (368)\n",
      "processing baseword callin' (369)\n",
      "processing baseword campin' (370)\n",
      "processing baseword campout (371)\n",
      "processing baseword cannin' (372)\n",
      "processing baseword canoin' (373)\n",
      "processing baseword cantabiles (374)\n",
      "processing baseword cantelot (375)\n",
      "processing baseword canterlot (376)\n",
      "processing baseword canterlot's (377)\n",
      "processing baseword carnfangled (378)\n",
      "processing baseword carryin' (379)\n",
      "processing baseword castaneifolia (380)\n",
      "processing baseword catadioptric (381)\n",
      "processing baseword catadupa (382)\n",
      "processing baseword catchin' (383)\n",
      "processing baseword catchphrase (384)\n",
      "processing baseword catchphrases (385)\n",
      "processing baseword cattail's (386)\n",
      "processing baseword causin' (387)\n",
      "processing baseword cdd (388)\n",
      "processing baseword ceaã‘era (389)\n",
      "processing baseword cel- (390)\n",
      "processing baseword celest (391)\n",
      "processing baseword celestia (392)\n",
      "processing baseword celestia's (393)\n",
      "processing baseword centerpieces (394)\n",
      "processing baseword certifiably (395)\n",
      "processing baseword chais (396)\n",
      "processing baseword chakras (397)\n",
      "processing baseword chancellorness (398)\n",
      "processing baseword changelettes (399)\n",
      "processing baseword changey-wangey (400)\n",
      "processing baseword changin' (401)\n",
      "processing baseword chaos' (402)\n",
      "processing baseword charmin' (403)\n",
      "processing baseword chartin' (404)\n",
      "processing baseword cheatin' (405)\n",
      "processing baseword checkin' (406)\n",
      "processing baseword cheerilee (407)\n",
      "processing baseword cheerilee's (408)\n",
      "processing baseword cheezy (409)\n",
      "processing baseword cherrychanga (410)\n",
      "processing baseword cherrychimichanga (411)\n",
      "processing baseword cherrywinks (412)\n",
      "processing baseword chicomoztoc (413)\n",
      "processing baseword chillax (414)\n",
      "processing baseword chillaxing (415)\n",
      "processing baseword chillin (416)\n",
      "processing baseword chimerae (417)\n",
      "processing baseword chimicherry (418)\n",
      "processing baseword chimicherrychanga (419)\n",
      "processing baseword chocolateyness (420)\n",
      "processing baseword chompers (421)\n",
      "processing baseword choo-choo (422)\n",
      "processing baseword choosin' (423)\n",
      "processing baseword chrysalis' (424)\n",
      "processing baseword chs (425)\n",
      "processing baseword chugga (426)\n",
      "processing baseword chãˆvre (427)\n",
      "processing baseword cider-makin (428)\n",
      "processing baseword cinchs (429)\n",
      "processing baseword circumstance's (430)\n",
      "processing baseword claen (431)\n",
      "processing baseword clastic (432)\n",
      "processing baseword clawchella (433)\n",
      "processing baseword cleanin' (434)\n",
      "processing baseword cletus (435)\n",
      "processing baseword clevers (436)\n",
      "processing baseword clip-on (437)\n",
      "processing baseword clomping (438)\n",
      "processing baseword closet's (439)\n",
      "processing baseword closin' (440)\n",
      "processing baseword cloudchaser (441)\n",
      "processing baseword cloudiseum (442)\n",
      "processing baseword cloudsale (443)\n",
      "processing baseword cloudsdales (444)\n",
      "processing baseword cloven-hoofed (445)\n",
      "processing baseword clubthank (446)\n",
      "processing baseword cmc (447)\n",
      "processing baseword cmc's (448)\n",
      "processing baseword cmcs (449)\n",
      "processing baseword co-reporter (450)\n",
      "processing baseword cock-a-doodle-doo (451)\n",
      "processing baseword cocka (452)\n",
      "processing baseword coco's (453)\n",
      "processing baseword coesxist (454)\n",
      "processing baseword cogeria (455)\n",
      "processing baseword collabing (456)\n",
      "processing baseword colognes (457)\n",
      "processing baseword coloraturas (458)\n",
      "processing baseword coloritis (459)\n",
      "processing baseword coltic (460)\n",
      "processing baseword combos (461)\n",
      "processing baseword commense (462)\n",
      "processing baseword compelus (463)\n",
      "processing baseword competin' (464)\n",
      "processing baseword competion (465)\n",
      "processing baseword competiton (466)\n",
      "processing baseword complimentin' (467)\n",
      "processing baseword concer (468)\n",
      "processing baseword congratulatin' (469)\n",
      "processing baseword congratuponylations (470)\n",
      "processing baseword connivin' (471)\n",
      "processing baseword constimatutes (472)\n",
      "processing baseword conventionll (473)\n",
      "processing baseword corrallin' (474)\n",
      "processing baseword cosmare (475)\n",
      "processing baseword cosplayers (476)\n",
      "processing baseword counter-spell (477)\n",
      "processing baseword countin' (478)\n",
      "processing baseword countryisms (479)\n",
      "processing baseword court-martialed (480)\n",
      "processing baseword couscous (481)\n",
      "processing baseword cozies (482)\n",
      "processing baseword cozy's (483)\n",
      "processing baseword cpa (484)\n",
      "processing baseword crackin' (485)\n",
      "processing baseword crackup (486)\n",
      "processing baseword craftsponyship (487)\n",
      "processing baseword cragadile (488)\n",
      "processing baseword cranky's (489)\n",
      "processing baseword crasher (490)\n",
      "processing baseword crasheriffic (491)\n",
      "processing baseword craz (492)\n",
      "processing baseword creepily (493)\n",
      "processing baseword critter-sitting (494)\n",
      "processing baseword crocodilly (495)\n",
      "processing baseword crosshatched (496)\n",
      "processing baseword crossin' (497)\n",
      "processing baseword cruaders (498)\n",
      "processing baseword crumblers (499)\n",
      "processing baseword crusaders' (500)\n",
      "processing baseword crusadery (501)\n",
      "processing baseword crushinator (502)\n",
      "processing baseword crybabies (503)\n",
      "processing baseword crystal-y (504)\n",
      "processing baseword crystaller (505)\n",
      "processing baseword crystallier (506)\n",
      "processing baseword crystallin' (507)\n",
      "processing baseword crystalling (508)\n",
      "processing baseword crystallings (509)\n",
      "processing baseword crystally (510)\n",
      "processing baseword cryyystaaaals (511)\n",
      "processing baseword crãˆme (512)\n",
      "processing baseword crã‰me (513)\n",
      "processing baseword curated (514)\n",
      "processing baseword curcumstance (515)\n",
      "processing baseword cure-all (516)\n",
      "processing baseword cute-ceanera (517)\n",
      "processing baseword cutiemark (518)\n",
      "processing baseword cutiemarks (519)\n",
      "processing baseword cutsey (520)\n",
      "processing baseword cutsie (521)\n",
      "processing baseword d'oevres (522)\n",
      "processing baseword d-d-d-down (523)\n",
      "processing baseword d-d-dragon (524)\n",
      "processing baseword d-dont (525)\n",
      "processing baseword d-dragon (526)\n",
      "processing baseword dadgum (527)\n",
      "processing baseword dagnabbit (528)\n",
      "processing baseword dahhhling (529)\n",
      "processing baseword dangabbit (530)\n",
      "processing baseword dangnabbit (531)\n",
      "processing baseword daredevilry (532)\n",
      "processing baseword darer (533)\n",
      "processing baseword darknesss (534)\n",
      "processing baseword darnsnickety (535)\n",
      "processing baseword dashie (536)\n",
      "processing baseword dashinator (537)\n",
      "processing baseword daybreaker (538)\n",
      "processing baseword dazzlings (539)\n",
      "processing baseword de-lovely (540)\n",
      "processing baseword deaky (541)\n",
      "processing baseword dealsies (542)\n",
      "processing baseword decoratin' (543)\n",
      "processing baseword dedicatin' (544)\n",
      "processing baseword deliciouseseses (545)\n",
      "processing baseword delish (546)\n",
      "processing baseword demandin' (547)\n",
      "processing baseword demandy (548)\n",
      "processing baseword dewbug (549)\n",
      "processing baseword di-id (550)\n",
      "processing baseword diamond-y (551)\n",
      "processing baseword diaper-wiper (552)\n",
      "processing baseword did-done-dood (553)\n",
      "processing baseword didn' (554)\n",
      "processing baseword digestia (555)\n",
      "processing baseword diggin' (556)\n",
      "processing baseword dihedral (557)\n",
      "processing baseword dipcord (558)\n",
      "processing baseword dirtville (559)\n",
      "processing baseword dizzitron (560)\n",
      "processing baseword dj (561)\n",
      "processing baseword do-doned (562)\n",
      "processing baseword do-nots (563)\n",
      "processing baseword dockin' (564)\n",
      "processing baseword dogtail (565)\n",
      "processing baseword dokie (566)\n",
      "processing baseword donutopia (567)\n",
      "processing baseword donutty (568)\n",
      "processing baseword doodie (569)\n",
      "processing baseword doofus (570)\n",
      "processing baseword doohickey (571)\n",
      "processing baseword doohickeys (572)\n",
      "processing baseword doooo (573)\n",
      "processing baseword doopsie (574)\n",
      "processing baseword doopy (575)\n",
      "processing baseword doorstops (576)\n",
      "processing baseword doozier (577)\n",
      "processing baseword dorkin' (578)\n",
      "processing baseword doseydo (579)\n",
      "processing baseword dozin' (580)\n",
      "processing baseword draconaquis (581)\n",
      "processing baseword draconequis (582)\n",
      "processing baseword draconequus (583)\n",
      "processing baseword dragon-napping (584)\n",
      "processing baseword dragonish (585)\n",
      "processing baseword dragonishness (586)\n",
      "processing baseword dragonlands (587)\n",
      "processing baseword dragonsneeze (588)\n",
      "processing baseword dragracing (589)\n",
      "processing baseword dreamboat (590)\n",
      "processing baseword dreamin' (591)\n",
      "processing baseword drools (592)\n",
      "processing baseword drutherford (593)\n",
      "processing baseword dubz (594)\n",
      "processing baseword duperiest (595)\n",
      "processing baseword duplexus (596)\n",
      "processing baseword duuun (597)\n",
      "processing baseword dweebs (598)\n",
      "processing baseword dã‰cor (599)\n",
      "processing baseword e-everything (600)\n",
      "processing baseword earnin' (601)\n",
      "processing baseword earthponies (602)\n",
      "processing baseword easyglider (603)\n",
      "processing baseword editor-in-chief (604)\n",
      "processing baseword eea's (605)\n",
      "processing baseword eee (606)\n",
      "processing baseword eeeee (607)\n",
      "processing baseword eensy (608)\n",
      "processing baseword eeyep (609)\n",
      "processing baseword eeyup (610)\n",
      "processing baseword ehh (611)\n",
      "processing baseword eithey (612)\n",
      "processing baseword elizabeak (613)\n",
      "processing baseword embarrassin' (614)\n",
      "processing baseword emoting (615)\n",
      "processing baseword endemest (616)\n",
      "processing baseword enjoyin' (617)\n",
      "processing baseword enope (618)\n",
      "processing baseword equestria (619)\n",
      "processing baseword equestria's (620)\n",
      "processing baseword equestritext (621)\n",
      "processing baseword equigranular (622)\n",
      "processing baseword equines (623)\n",
      "processing baseword equisite (624)\n",
      "processing baseword esacpe (625)\n",
      "processing baseword ev- (626)\n",
      "processing baseword eventsto (627)\n",
      "processing baseword ever-er (628)\n",
      "processing baseword everfree (629)\n",
      "processing baseword everpony (630)\n",
      "processing baseword everybeing (631)\n",
      "processing baseword everycreature (632)\n",
      "processing baseword everydragon (633)\n",
      "processing baseword everygriff (634)\n",
      "processing baseword everypony (635)\n",
      "processing baseword everypony'll (636)\n",
      "processing baseword everypony's (637)\n",
      "processing baseword everyponys' (638)\n",
      "processing baseword everythin' (639)\n",
      "processing baseword exceptionalism (640)\n",
      "processing baseword excitin' (641)\n",
      "processing baseword execpt (642)\n",
      "processing baseword expectin' (643)\n",
      "processing baseword expressin' (644)\n",
      "processing baseword extremawesomazing (645)\n",
      "processing baseword extrusive (646)\n",
      "processing baseword eye-catching (647)\n",
      "processing baseword eyeballed (648)\n",
      "processing baseword eyemasks (649)\n",
      "processing baseword eyepatch (650)\n",
      "processing baseword eyup (651)\n",
      "processing baseword fabulosity (652)\n",
      "processing baseword fabulousity (653)\n",
      "processing baseword fabulousness (654)\n",
      "processing baseword fallin' (655)\n",
      "processing baseword familyin' (656)\n",
      "processing baseword fanponies (657)\n",
      "processing baseword fanpony (658)\n",
      "processing baseword fantabulous (659)\n",
      "processing baseword fantizzyastic (660)\n",
      "processing baseword farmhill's (661)\n",
      "processing baseword farmhoof (662)\n",
      "processing baseword farmin' (663)\n",
      "processing baseword farmpony (664)\n",
      "processing baseword fashionista (665)\n",
      "processing baseword fashionistas (666)\n",
      "processing baseword fashiony (667)\n",
      "processing baseword fauna's (668)\n",
      "processing baseword favoritest (669)\n",
      "processing baseword favoritist (670)\n",
      "processing baseword fedoras (671)\n",
      "processing baseword felsic (672)\n",
      "processing baseword feudin' (673)\n",
      "processing baseword fiancã‰e (674)\n",
      "processing baseword fibbin' (675)\n",
      "processing baseword fiducia (676)\n",
      "processing baseword fiftith (677)\n",
      "processing baseword fillydelphia (678)\n",
      "processing baseword fillyfriend (679)\n",
      "processing baseword filthys (680)\n",
      "processing baseword findin' (681)\n",
      "processing baseword finetuning (682)\n",
      "processing baseword finishs (683)\n",
      "processing baseword firebreathin' (684)\n",
      "processing baseword firebreathing (685)\n",
      "processing baseword firepit (686)\n",
      "processing baseword firgenbeorg (687)\n",
      "processing baseword firsthoof (688)\n",
      "processing baseword fishies (689)\n",
      "processing baseword fishy's (690)\n",
      "processing baseword fitth (691)\n",
      "processing baseword fixin' (692)\n",
      "processing baseword fizzlepop (693)\n",
      "processing baseword flamecano (694)\n",
      "processing baseword flankiness (695)\n",
      "processing baseword flashprance's (696)\n",
      "processing baseword flexibus (697)\n",
      "processing baseword flim's (698)\n",
      "processing baseword floaty (699)\n",
      "processing baseword floodin' (700)\n",
      "processing baseword flopple (701)\n",
      "processing baseword floribunda (702)\n",
      "processing baseword fluffalicious (703)\n",
      "processing baseword fluffingsworth (704)\n",
      "processing baseword flugelhorn (705)\n",
      "processing baseword flutterbat (706)\n",
      "processing baseword flutterbold (707)\n",
      "processing baseword flutterdash (708)\n",
      "processing baseword flutterguy (709)\n",
      "processing baseword flutterholly (710)\n",
      "processing baseword fluttersh (711)\n",
      "processing baseword fluttershutter (712)\n",
      "processing baseword fluttershy (713)\n",
      "processing baseword fluttershy's (714)\n",
      "processing baseword fluttershys (715)\n",
      "processing baseword flyders (716)\n",
      "processing baseword flyings (717)\n",
      "processing baseword flypole (718)\n",
      "processing baseword flyswatter (719)\n",
      "processing baseword foalsitter (720)\n",
      "processing baseword foalsitters (721)\n",
      "processing baseword fola (722)\n",
      "processing baseword followin' (723)\n",
      "processing baseword foolin' (724)\n",
      "processing baseword fooods (725)\n",
      "processing baseword foreponies (726)\n",
      "processing baseword foresettan (727)\n",
      "processing baseword forever-and-a-half (728)\n",
      "processing baseword forgeterson (729)\n",
      "processing baseword forgetty (730)\n",
      "processing baseword fountainy (731)\n",
      "processing baseword four-hundred-foot (732)\n",
      "processing baseword freakin (733)\n",
      "processing baseword freakout (734)\n",
      "processing baseword freakouts (735)\n",
      "processing baseword freezy (736)\n",
      "processing baseword frettin' (737)\n",
      "processing baseword friendsd (738)\n",
      "processing baseword fritatas (739)\n",
      "processing baseword froofy (740)\n",
      "processing baseword frostfield (741)\n",
      "processing baseword frou-frou (742)\n",
      "processing baseword froufrouy (743)\n",
      "processing baseword frowny (744)\n",
      "processing baseword fruitbats (745)\n",
      "processing baseword fruitbats' (746)\n",
      "processing baseword fruticosus (747)\n",
      "processing baseword fumidila (748)\n",
      "processing baseword funeriffic (749)\n",
      "processing baseword funna (750)\n",
      "processing baseword fuse's (751)\n",
      "processing baseword fussbudget (752)\n",
      "processing baseword fussin' (753)\n",
      "processing baseword fustrating (754)\n",
      "processing baseword fwoosh (755)\n",
      "processing baseword g-good (756)\n",
      "processing baseword gaaahh (757)\n",
      "processing baseword gabbin' (758)\n",
      "processing baseword gabbys (759)\n",
      "processing baseword gaggery (760)\n",
      "processing baseword gaggle's (761)\n",
      "processing baseword garbunkle (762)\n",
      "processing baseword gazillion (763)\n",
      "processing baseword gentlecolts (764)\n",
      "processing baseword gentlefoals (765)\n",
      "processing baseword gentleponies (766)\n",
      "processing baseword gentlepony (767)\n",
      "processing baseword gentlevillains (768)\n",
      "processing baseword gesundhoof (769)\n",
      "processing baseword getcha (770)\n",
      "processing baseword gibbert (771)\n",
      "processing baseword giddy-up (772)\n",
      "processing baseword giddyap (773)\n",
      "processing baseword ginormous (774)\n",
      "processing baseword gladmane (775)\n",
      "processing baseword gladmane'll (776)\n",
      "processing baseword gladmane's (777)\n",
      "processing baseword glaziness (778)\n",
      "processing baseword gloriosas (779)\n",
      "processing baseword glowpaz (780)\n",
      "processing baseword glowy (781)\n",
      "processing baseword glutes (782)\n",
      "processing baseword goat-legged (783)\n",
      "processing baseword gon' (784)\n",
      "processing baseword goodiest (785)\n",
      "processing baseword goodlight (786)\n",
      "processing baseword goodness' (787)\n",
      "processing baseword goofball (788)\n",
      "processing baseword goofier (789)\n",
      "processing baseword goofsaders (790)\n",
      "processing baseword goosebumps (791)\n",
      "processing baseword gorbfest (792)\n",
      "processing baseword goshin' (793)\n",
      "processing baseword gots (794)\n",
      "processing baseword grabby (795)\n",
      "processing baseword grade-a (796)\n",
      "processing baseword graditude (797)\n",
      "processing baseword grafitti (798)\n",
      "processing baseword grandfillies (799)\n",
      "processing baseword grandfoals (800)\n",
      "processing baseword grandmare (801)\n",
      "processing baseword grandmares (802)\n",
      "processing baseword grandmares' (803)\n",
      "processing baseword grandpappy (804)\n",
      "processing baseword great-grand (805)\n",
      "processing baseword greenhoof (806)\n",
      "processing baseword greenhooves (807)\n",
      "processing baseword griffonstone (808)\n",
      "processing baseword griffonstone's (809)\n",
      "processing baseword griffony (810)\n",
      "processing baseword grimlic (811)\n",
      "processing baseword grogar (812)\n",
      "processing baseword grogar's (813)\n",
      "processing baseword grr (814)\n",
      "processing baseword grrr (815)\n",
      "processing baseword grrrr (816)\n",
      "processing baseword gruffs (817)\n",
      "processing baseword guessin' (818)\n",
      "processing baseword gugh (819)\n",
      "processing baseword gummy's (820)\n",
      "processing baseword guto (821)\n",
      "processing baseword h-heavens (822)\n",
      "processing baseword h-hoity (823)\n",
      "processing baseword h-how (824)\n",
      "processing baseword ha-have (825)\n",
      "processing baseword hahah (826)\n",
      "processing baseword hahaha (827)\n",
      "processing baseword haikued (828)\n",
      "processing baseword haikuing (829)\n",
      "processing baseword hair-ity (830)\n",
      "processing baseword haircare (831)\n",
      "processing baseword half-pint (832)\n",
      "processing baseword half-pints (833)\n",
      "processing baseword hankerin' (834)\n",
      "processing baseword happenin' (835)\n",
      "processing baseword harshed (836)\n",
      "processing baseword harshwhinny (837)\n",
      "processing baseword harvestin' (838)\n",
      "processing baseword hashgabbed (839)\n",
      "processing baseword hayburger (840)\n",
      "processing baseword haycakes (841)\n",
      "processing baseword haycartes (842)\n",
      "processing baseword haycartes' (843)\n",
      "processing baseword hayhoof's (844)\n",
      "processing baseword haypacking (845)\n",
      "processing baseword hayride (846)\n",
      "processing baseword hayscartes (847)\n",
      "processing baseword headdraconequus (848)\n",
      "processing baseword headin' (849)\n",
      "processing baseword headmare (850)\n",
      "processing baseword headstallion (851)\n",
      "processing baseword hearby (852)\n",
      "processing baseword hearg (853)\n",
      "processing baseword hearshwhinny (854)\n",
      "processing baseword heartwrenching (855)\n",
      "processing baseword heee (856)\n",
      "processing baseword heeey (857)\n",
      "processing baseword hehe (858)\n",
      "processing baseword heheh (859)\n",
      "processing baseword hello-o (860)\n",
      "processing baseword helpin' (861)\n",
      "processing baseword henchponies (862)\n",
      "processing baseword henchpony (863)\n",
      "processing baseword herdin' (864)\n",
      "processing baseword heya (865)\n",
      "processing baseword hhey (866)\n",
      "processing baseword hiber (867)\n",
      "processing baseword highdiver (868)\n",
      "processing baseword hightailed (869)\n",
      "processing baseword hikin' (870)\n",
      "processing baseword hilariosityness (871)\n",
      "processing baseword hinnies (872)\n",
      "processing baseword hippogriffies (873)\n",
      "processing baseword hiyah (874)\n",
      "processing baseword hliet (875)\n",
      "processing baseword hmmmm (876)\n",
      "processing baseword hmmmmm (877)\n",
      "processing baseword hmph (878)\n",
      "processing baseword ho-hold (879)\n",
      "processing baseword ho-hum (880)\n",
      "processing baseword hohoho (881)\n",
      "processing baseword holdin' (882)\n",
      "processing baseword holdy (883)\n",
      "processing baseword holeys (884)\n",
      "processing baseword hollerin' (885)\n",
      "processing baseword home-ec (886)\n",
      "processing baseword homegirl (887)\n",
      "processing baseword hoo-eee (888)\n",
      "processing baseword hoo-wee (889)\n",
      "processing baseword hooee (890)\n",
      "processing baseword hoof-picked (891)\n",
      "processing baseword hoofball (892)\n",
      "processing baseword hoofcliff's (893)\n",
      "processing baseword hoofdini (894)\n",
      "processing baseword hoofe (895)\n",
      "processing baseword hoofedly (896)\n",
      "processing baseword hooffield (897)\n",
      "processing baseword hooffields (898)\n",
      "processing baseword hooficure (899)\n",
      "processing baseword hooficures (900)\n",
      "processing baseword hooflights (901)\n",
      "processing baseword hoofmade (902)\n",
      "processing baseword hoofponies (903)\n",
      "processing baseword hoofshavin' (904)\n",
      "processing baseword hoofsies (905)\n",
      "processing baseword hoofstep (906)\n",
      "processing baseword hoofsteps (907)\n",
      "processing baseword hoofwork (908)\n",
      "processing baseword hootenanny (909)\n",
      "processing baseword hooternanny (910)\n",
      "processing baseword hooved (911)\n",
      "processing baseword hornwriting (912)\n",
      "processing baseword hornwritings (913)\n",
      "processing baseword horrifingly (914)\n",
      "processing baseword horse-drawn (915)\n",
      "processing baseword horse-eat-pony (916)\n",
      "processing baseword horsefeathers (917)\n",
      "processing baseword horsentery (918)\n",
      "processing baseword hothoof (919)\n",
      "processing baseword house-sitting (920)\n",
      "processing baseword houyhnhnm's (921)\n",
      "processing baseword hoverin' (922)\n",
      "processing baseword humiliatin' (923)\n",
      "processing baseword hummanuh (924)\n",
      "processing baseword hummingway (925)\n",
      "processing baseword humpha (926)\n",
      "processing baseword huravian (927)\n",
      "processing baseword hustlin' (928)\n",
      "processing baseword hybernate (929)\n",
      "processing baseword hyperventilated (930)\n",
      "processing baseword i-i-i-im (931)\n",
      "processing baseword i-i-im (932)\n",
      "processing baseword i-id (933)\n",
      "processing baseword i-if (934)\n",
      "processing baseword i-im (935)\n",
      "processing baseword i-impera (936)\n",
      "processing baseword i-important (937)\n",
      "processing baseword i-isnt (938)\n",
      "processing baseword i-it (939)\n",
      "processing baseword i-its (940)\n",
      "processing baseword i-ive (941)\n",
      "processing baseword iapple (942)\n",
      "processing baseword ibring (943)\n",
      "processing baseword icaranean (944)\n",
      "processing baseword ickiness (945)\n",
      "processing baseword ifin' (946)\n",
      "processing baseword ifn' (947)\n",
      "processing baseword iggy (948)\n",
      "processing baseword immorta-what (949)\n",
      "processing baseword imperceptibility (950)\n",
      "processing baseword inseams (951)\n",
      "processing baseword interestin' (952)\n",
      "processing baseword interspecies (953)\n",
      "processing baseword intonements (954)\n",
      "processing baseword investigatin' (955)\n",
      "processing baseword ironhoof (956)\n",
      "processing baseword ironpony (957)\n",
      "processing baseword itiveness (958)\n",
      "processing baseword iuh (959)\n",
      "processing baseword jabberin' (960)\n",
      "processing baseword jailbreak (961)\n",
      "processing baseword jalapeã‘o (962)\n",
      "processing baseword jokin' (963)\n",
      "processing baseword joshin' (964)\n",
      "processing baseword jubilee's (965)\n",
      "processing baseword judgey (966)\n",
      "processing baseword judgin' (967)\n",
      "processing baseword jugglin' (968)\n",
      "processing baseword juicein' (969)\n",
      "processing baseword junebugs (970)\n",
      "processing baseword k-keep (971)\n",
      "processing baseword kablam (972)\n",
      "processing baseword kablammed (973)\n",
      "processing baseword kanthaka's (974)\n",
      "processing baseword kazaam (975)\n",
      "processing baseword kazillion (976)\n",
      "processing baseword keepin' (977)\n",
      "processing baseword kickin' (978)\n",
      "processing baseword kiddin' (979)\n",
      "processing baseword kindheart (980)\n",
      "processing baseword kissy (981)\n",
      "processing baseword klugetown (982)\n",
      "processing baseword klutzin (983)\n",
      "processing baseword klutzy (984)\n",
      "processing baseword knitting's (985)\n",
      "processing baseword knockin' (986)\n",
      "processing baseword knuckerbocker (987)\n",
      "processing baseword knuckerbocker's (988)\n",
      "processing baseword knucklehead (989)\n",
      "processing baseword knuckleheads (990)\n",
      "processing baseword koray (991)\n",
      "processing baseword kour (992)\n",
      "processing baseword l-let's (993)\n",
      "processing baseword l-like (994)\n",
      "processing baseword la-la (995)\n",
      "processing baseword la-la-la (996)\n",
      "processing baseword lackies (997)\n",
      "processing baseword lame-o (998)\n",
      "processing baseword landsakes (999)\n",
      "processing baseword larity (1000)\n",
      "processing baseword leadin' (1001)\n",
      "processing baseword learnin' (1002)\n",
      "processing baseword leavin' (1003)\n",
      "processing baseword leftish (1004)\n",
      "processing baseword lendin' (1005)\n",
      "processing baseword leporidae (1006)\n",
      "processing baseword lession (1007)\n",
      "processing baseword letcha (1008)\n",
      "processing baseword lettin' (1009)\n",
      "processing baseword levitata (1010)\n",
      "processing baseword lickety-split (1011)\n",
      "processing baseword lickin' (1012)\n",
      "processing baseword liked-him (1013)\n",
      "processing baseword lints (1014)\n",
      "processing baseword list'nin' (1015)\n",
      "processing baseword lokie (1016)\n",
      "processing baseword lomo (1017)\n",
      "processing baseword longah (1018)\n",
      "processing baseword lookie (1019)\n",
      "processing baseword lookin (1020)\n",
      "processing baseword loooks (1021)\n",
      "processing baseword loop-de-loops (1022)\n",
      "processing baseword loopty-hoop (1023)\n",
      "processing baseword loopty-hooper (1024)\n",
      "processing baseword loopty-hooping (1025)\n",
      "processing baseword lotsa (1026)\n",
      "processing baseword loudmouth (1027)\n",
      "processing baseword loverboy (1028)\n",
      "processing baseword lovin' (1029)\n",
      "processing baseword lowlifes (1030)\n",
      "processing baseword luggin' (1031)\n",
      "processing baseword m-maybe (1032)\n",
      "processing baseword m-my (1033)\n",
      "processing baseword machine-stitched (1034)\n",
      "processing baseword magica (1035)\n",
      "processing baseword magicking (1036)\n",
      "processing baseword mailpony (1037)\n",
      "processing baseword majorly (1038)\n",
      "processing baseword managin' (1039)\n",
      "processing baseword mane-iac (1040)\n",
      "processing baseword mane-raising (1041)\n",
      "processing baseword manehattan (1042)\n",
      "processing baseword manehattanite (1043)\n",
      "processing baseword manehattanites (1044)\n",
      "processing baseword manehattans (1045)\n",
      "processing baseword manipulatin' (1046)\n",
      "processing baseword maracas (1047)\n",
      "processing baseword mared (1048)\n",
      "processing baseword maretania (1049)\n",
      "processing baseword maretonia (1050)\n",
      "processing baseword maretropolis (1051)\n",
      "processing baseword maretropolis's (1052)\n",
      "processing baseword marevelous (1053)\n",
      "processing baseword marjolaine (1054)\n",
      "processing baseword mark-related (1055)\n",
      "processing baseword markless (1056)\n",
      "processing baseword masala (1057)\n",
      "processing baseword mascarpone (1058)\n",
      "processing baseword matã‰ (1059)\n",
      "processing baseword maudileena (1060)\n",
      "processing baseword maulwurf (1061)\n",
      "processing baseword maulwurfs (1062)\n",
      "processing baseword mcbiggins (1063)\n",
      "processing baseword mcbiggun (1064)\n",
      "processing baseword mccolt (1065)\n",
      "processing baseword mccolts (1066)\n",
      "processing baseword meadowbrooks (1067)\n",
      "processing baseword meanie (1068)\n",
      "processing baseword meanies (1069)\n",
      "processing baseword meetcha (1070)\n",
      "processing baseword melodically (1071)\n",
      "processing baseword melty (1072)\n",
      "processing baseword mentos (1073)\n",
      "processing baseword messin' (1074)\n",
      "processing baseword messiness (1075)\n",
      "processing baseword metalbrooks (1076)\n",
      "processing baseword metatarsals (1077)\n",
      "processing baseword mhmm (1078)\n",
      "processing baseword michre (1079)\n",
      "processing baseword miladies (1080)\n",
      "processing baseword milkshakes (1081)\n",
      "processing baseword minuette (1082)\n",
      "processing baseword missin' (1083)\n",
      "processing baseword missll (1084)\n",
      "processing baseword mistmane (1085)\n",
      "processing baseword mistmane's (1086)\n",
      "processing baseword misunderstandin' (1087)\n",
      "processing baseword mixin' (1088)\n",
      "processing baseword mm (1089)\n",
      "processing baseword mm-hm (1090)\n",
      "processing baseword mm-hmm (1091)\n",
      "processing baseword mmh (1092)\n",
      "processing baseword mmhm (1093)\n",
      "processing baseword mmm (1094)\n",
      "processing baseword mmm-hmmm (1095)\n",
      "processing baseword mmmm (1096)\n",
      "processing baseword mmmm-marvelous (1097)\n",
      "processing baseword modãˆle (1098)\n",
      "processing baseword molters (1099)\n",
      "processing baseword molts (1100)\n",
      "processing baseword moonand (1101)\n",
      "processing baseword moondancer (1102)\n",
      "processing baseword morari (1103)\n",
      "processing baseword motocross (1104)\n",
      "processing baseword mudbriar (1105)\n",
      "processing baseword mulia (1106)\n",
      "processing baseword mumbo-jumbo (1107)\n",
      "processing baseword munchiest (1108)\n",
      "processing baseword munchy (1109)\n",
      "processing baseword mungtooth (1110)\n",
      "processing baseword muzzle's (1111)\n",
      "processing baseword mwah (1112)\n",
      "processing baseword mã‚chã‰ (1113)\n",
      "processing baseword n' (1114)\n",
      "processing baseword n-no (1115)\n",
      "processing baseword n-not (1116)\n",
      "processing baseword nabbit (1117)\n",
      "processing baseword nahh (1118)\n",
      "processing baseword nahhh (1119)\n",
      "processing baseword necesserily (1120)\n",
      "processing baseword needin' (1121)\n",
      "processing baseword neighagara (1122)\n",
      "processing baseword neighagra (1123)\n",
      "processing baseword neighgra (1124)\n",
      "processing baseword neighsay (1125)\n",
      "processing baseword neighsayers (1126)\n",
      "processing baseword nepheline (1127)\n",
      "processing baseword nervicited (1128)\n",
      "processing baseword newbies (1129)\n",
      "processing baseword nibblies (1130)\n",
      "processing baseword nickname's (1131)\n",
      "processing baseword niggly (1132)\n",
      "processing baseword nighmare (1133)\n",
      "processing baseword nightmared (1134)\n",
      "processing baseword nirik (1135)\n",
      "processing baseword niriks (1136)\n",
      "processing baseword nocreature (1137)\n",
      "processing baseword noisemakers (1138)\n",
      "processing baseword non-earths (1139)\n",
      "processing baseword non-invisible (1140)\n",
      "processing baseword nonono (1141)\n",
      "processing baseword nononono (1142)\n",
      "processing baseword nonononono (1143)\n",
      "processing baseword nononononono (1144)\n",
      "processing baseword nonononononono (1145)\n",
      "processing baseword nonsence (1146)\n",
      "processing baseword noooo (1147)\n",
      "processing baseword nooooo (1148)\n",
      "processing baseword noooooo (1149)\n",
      "processing baseword nooooooo (1150)\n",
      "processing baseword nooooooooooo (1151)\n",
      "processing baseword nopey-dopey (1152)\n",
      "processing baseword nopony (1153)\n",
      "processing baseword nopony's (1154)\n",
      "processing baseword not-scary-at-all (1155)\n",
      "processing baseword now-wow-wow (1156)\n",
      "processing baseword nubby (1157)\n",
      "processing baseword nuh (1158)\n",
      "processing baseword nuh-uh (1159)\n",
      "processing baseword nut-crazy (1160)\n",
      "processing baseword o'bridle's (1161)\n",
      "processing baseword o-m-g (1162)\n",
      "processing baseword o-okay (1163)\n",
      "processing baseword objectus (1164)\n",
      "processing baseword obliettes (1165)\n",
      "processing baseword obsessin' (1166)\n",
      "processing baseword off-guard (1167)\n",
      "processing baseword off-key (1168)\n",
      "processing baseword ohhh (1169)\n",
      "processing baseword ohhhh (1170)\n",
      "processing baseword ohmygosh (1171)\n",
      "processing baseword ohmygoshohmygosh (1172)\n",
      "processing baseword ohmygoshohmygoshohmygosh (1173)\n",
      "processing baseword ohmygoshohmygoshohmygoshohmygosh (1174)\n",
      "processing baseword ohoho (1175)\n",
      "processing baseword okey-dokey-lokey (1176)\n",
      "processing baseword okeydokey (1177)\n",
      "processing baseword old-timey (1178)\n",
      "processing baseword oldfangled (1179)\n",
      "processing baseword omigosh (1180)\n",
      "processing baseword omigoshomigoshomigoshomigosh (1181)\n",
      "processing baseword once-over (1182)\n",
      "processing baseword one-horse (1183)\n",
      "processing baseword onesversary (1184)\n",
      "processing baseword oogling (1185)\n",
      "processing baseword ooh-whee (1186)\n",
      "processing baseword oohoho (1187)\n",
      "processing baseword ooooh (1188)\n",
      "processing baseword oooooh (1189)\n",
      "processing baseword ooper (1190)\n",
      "processing baseword oopsie (1191)\n",
      "processing baseword oopsies (1192)\n",
      "processing baseword openin' (1193)\n",
      "processing baseword opression (1194)\n",
      "processing baseword organizin' (1195)\n",
      "processing baseword orthros (1196)\n",
      "processing baseword out-rival (1197)\n",
      "processing baseword outshined (1198)\n",
      "processing baseword ove-he-he-her (1199)\n",
      "processing baseword overachieving (1200)\n",
      "processing baseword overcomplicated (1201)\n",
      "processing baseword overdesign (1202)\n",
      "processing baseword overenthusiastic (1203)\n",
      "processing baseword overpack (1204)\n",
      "processing baseword overpacked (1205)\n",
      "processing baseword overprepare (1206)\n",
      "processing baseword overpropelled (1207)\n",
      "processing baseword overreactin' (1208)\n",
      "processing baseword owie (1209)\n",
      "processing baseword owlowicious (1210)\n",
      "processing baseword owlowiscious (1211)\n",
      "processing baseword owww (1212)\n",
      "processing baseword owwww (1213)\n",
      "processing baseword p-p-p-pinkie (1214)\n",
      "processing baseword p-p-peril (1215)\n",
      "processing baseword p-pizzazz (1216)\n",
      "processing baseword paella (1217)\n",
      "processing baseword paleo-pony (1218)\n",
      "processing baseword palominian (1219)\n",
      "processing baseword pamperin' (1220)\n",
      "processing baseword parasprite (1221)\n",
      "processing baseword parasprites (1222)\n",
      "processing baseword partay (1223)\n",
      "processing baseword parter (1224)\n",
      "processing baseword passã‰ (1225)\n",
      "processing baseword pastelus (1226)\n",
      "processing baseword patootie (1227)\n",
      "processing baseword peasy (1228)\n",
      "processing baseword peazy (1229)\n",
      "processing baseword pedi (1230)\n",
      "processing baseword pedied (1231)\n",
      "processing baseword peelin' (1232)\n",
      "processing baseword pegacornicuses (1233)\n",
      "processing baseword pegasi (1234)\n",
      "processing baseword pegasitis (1235)\n",
      "processing baseword pegasopolis (1236)\n",
      "processing baseword pegassistance (1237)\n",
      "processing baseword pegasuseses (1238)\n",
      "processing baseword perfomance (1239)\n",
      "processing baseword perimeter's (1240)\n",
      "processing baseword permineralization (1241)\n",
      "processing baseword persnickety (1242)\n",
      "processing baseword personaly (1243)\n",
      "processing baseword personas (1244)\n",
      "processing baseword persuadere (1245)\n",
      "processing baseword pesterin' (1246)\n",
      "processing baseword pff (1247)\n",
      "processing baseword pffs (1248)\n",
      "processing baseword pfft (1249)\n",
      "processing baseword photoshoots (1250)\n",
      "processing baseword phyllite (1251)\n",
      "processing baseword pickin' (1252)\n",
      "processing baseword pickle-pear (1253)\n",
      "processing baseword pickly (1254)\n",
      "processing baseword pie-ling (1255)\n",
      "processing baseword pieicus (1256)\n",
      "processing baseword piggington (1257)\n",
      "processing baseword piggybank (1258)\n",
      "processing baseword pilgrimaging (1259)\n",
      "processing baseword pinata (1260)\n",
      "processing baseword pinchy (1261)\n",
      "processing baseword pinkamena (1262)\n",
      "processing baseword pinkie's (1263)\n",
      "processing baseword pinkie-winkie (1264)\n",
      "processing baseword pinkiei (1265)\n",
      "processing baseword pinkies (1266)\n",
      "processing baseword pinkius (1267)\n",
      "processing baseword pip-squeak (1268)\n",
      "processing baseword pipsqueak (1269)\n",
      "processing baseword piãˆce (1270)\n",
      "processing baseword piã‘ata (1271)\n",
      "processing baseword piã‘atas (1272)\n",
      "processing baseword plainity (1273)\n",
      "processing baseword plannin' (1274)\n",
      "processing baseword plant-growing (1275)\n",
      "processing baseword plantin' (1276)\n",
      "processing baseword playdate (1277)\n",
      "processing baseword ple-e-ase (1278)\n",
      "processing baseword pleasin' (1279)\n",
      "processing baseword pliht (1280)\n",
      "processing baseword pluffnuggets (1281)\n",
      "processing baseword pommel's (1282)\n",
      "processing baseword ponehenge (1283)\n",
      "processing baseword ponhenge (1284)\n",
      "processing baseword ponish (1285)\n",
      "processing baseword poniville (1286)\n",
      "processing baseword ponthree'd (1287)\n",
      "processing baseword ponville (1288)\n",
      "processing baseword ponydom (1289)\n",
      "processing baseword ponyfeathers (1290)\n",
      "processing baseword ponyfolk (1291)\n",
      "processing baseword ponykind (1292)\n",
      "processing baseword ponyland (1293)\n",
      "processing baseword ponylore (1294)\n",
      "processing baseword ponynapped (1295)\n",
      "processing baseword ponypalooza (1296)\n",
      "processing baseword ponypedi (1297)\n",
      "processing baseword ponytones (1298)\n",
      "processing baseword ponyville (1299)\n",
      "processing baseword ponyville's (1300)\n",
      "processing baseword ponyvillians (1301)\n",
      "processing baseword ponã‰ (1302)\n",
      "processing baseword poofing (1303)\n",
      "processing baseword poofy (1304)\n",
      "processing baseword pookie (1305)\n",
      "processing baseword poppage (1306)\n",
      "processing baseword posal (1307)\n",
      "processing baseword posession (1308)\n",
      "processing baseword potion-making (1309)\n",
      "processing baseword power-beams (1310)\n",
      "processing baseword powerfuller (1311)\n",
      "processing baseword powerfullest (1312)\n",
      "processing baseword practicin' (1313)\n",
      "processing baseword practisin' (1314)\n",
      "processing baseword prairinos (1315)\n",
      "processing baseword praline (1316)\n",
      "processing baseword preci (1317)\n",
      "processing baseword preclassical (1318)\n",
      "processing baseword preperations (1319)\n",
      "processing baseword preppers (1320)\n",
      "processing baseword presh (1321)\n",
      "processing baseword prettifyin' (1322)\n",
      "processing baseword princessness (1323)\n",
      "processing baseword princessy (1324)\n",
      "processing baseword problemd (1325)\n",
      "processing baseword problemo (1326)\n",
      "processing baseword proscess (1327)\n",
      "processing baseword protã‰gã‰ (1328)\n",
      "processing baseword protã‰gã‰s (1329)\n",
      "processing baseword pruney (1330)\n",
      "processing baseword prãšt (1331)\n",
      "processing baseword psh (1332)\n",
      "processing baseword pssh (1333)\n",
      "processing baseword pssht (1334)\n",
      "processing baseword psssd (1335)\n",
      "processing baseword psssdwr (1336)\n",
      "processing baseword pssst (1337)\n",
      "processing baseword psst (1338)\n",
      "processing baseword puckwudgie (1339)\n",
      "processing baseword puckwudgies (1340)\n",
      "processing baseword puddinghead (1341)\n",
      "processing baseword puh-lease (1342)\n",
      "processing baseword puh-leeze (1343)\n",
      "processing baseword pullin' (1344)\n",
      "processing baseword pumpkie (1345)\n",
      "processing baseword pumpkin-wumpkin (1346)\n",
      "processing baseword pumpkinin' (1347)\n",
      "processing baseword pumpkining (1348)\n",
      "processing baseword punkie (1349)\n",
      "processing baseword pushin' (1350)\n",
      "processing baseword puttin' (1351)\n",
      "processing baseword qsmells (1352)\n",
      "processing baseword quadruplicates (1353)\n",
      "processing baseword quarray (1354)\n",
      "processing baseword quesadilla (1355)\n",
      "processing baseword quesadillas (1356)\n",
      "processing baseword r-rarity (1357)\n",
      "processing baseword radicalness (1358)\n",
      "processing baseword radishfield (1359)\n",
      "processing baseword rainblossoms (1360)\n",
      "processing baseword rainblow (1361)\n",
      "processing baseword rainboom (1362)\n",
      "processing baseword rainbooming (1363)\n",
      "processing baseword rainbooms (1364)\n",
      "processing baseword rainbowhead (1365)\n",
      "processing baseword raindbow (1366)\n",
      "processing baseword raisin' (1367)\n",
      "processing baseword rariot (1368)\n",
      "processing baseword rarity's (1369)\n",
      "processing baseword rarrr (1370)\n",
      "processing baseword rasdon (1371)\n",
      "processing baseword rawr (1372)\n",
      "processing baseword razdon (1373)\n",
      "processing baseword razzamatazzy (1374)\n",
      "processing baseword razzleberry (1375)\n",
      "processing baseword re-enactment (1376)\n",
      "processing baseword re-hidden (1377)\n",
      "processing baseword re-label (1378)\n",
      "processing baseword re-laid (1379)\n",
      "processing baseword re-re-reading (1380)\n",
      "processing baseword re-supply (1381)\n",
      "processing baseword realsies (1382)\n",
      "processing baseword reasonin' (1383)\n",
      "processing baseword rebrand (1384)\n",
      "processing baseword recalibrate (1385)\n",
      "processing baseword recalibrating (1386)\n",
      "processing baseword reception's (1387)\n",
      "processing baseword reeeeeeally (1388)\n",
      "processing baseword referencin' (1389)\n",
      "processing baseword rehearsin' (1390)\n",
      "processing baseword remarkle (1391)\n",
      "processing baseword remeber (1392)\n",
      "processing baseword remebering (1393)\n",
      "processing baseword reminiscin' (1394)\n",
      "processing baseword remix (1395)\n",
      "processing baseword repeatie (1396)\n",
      "processing baseword reshelved (1397)\n",
      "processing baseword reshelving (1398)\n",
      "processing baseword responce (1399)\n",
      "processing baseword responsi- (1400)\n",
      "processing baseword rhubarb's (1401)\n",
      "processing baseword riiiight (1402)\n",
      "processing baseword riiiiight (1403)\n",
      "processing baseword road-trip (1404)\n",
      "processing baseword rockbeach (1405)\n",
      "processing baseword rockhoof (1406)\n",
      "processing baseword rockhoof's (1407)\n",
      "processing baseword rockslide (1408)\n",
      "processing baseword rockterate (1409)\n",
      "processing baseword rocktorate (1410)\n",
      "processing baseword rocohobo (1411)\n",
      "processing baseword rolleycoaster (1412)\n",
      "processing baseword rooftastic (1413)\n",
      "processing baseword roola (1414)\n",
      "processing baseword roomie's (1415)\n",
      "processing baseword roomies (1416)\n",
      "processing baseword rootin' (1417)\n",
      "processing baseword rooves (1418)\n",
      "processing baseword roughin' (1419)\n",
      "processing baseword roundin' (1420)\n",
      "processing baseword rrrgh (1421)\n",
      "processing baseword rsvp'd (1422)\n",
      "processing baseword rsvps (1423)\n",
      "processing baseword ruched (1424)\n",
      "processing baseword ruinee (1425)\n",
      "processing baseword ruiness (1426)\n",
      "processing baseword ruinette (1427)\n",
      "processing baseword ruinin' (1428)\n",
      "processing baseword rumble's (1429)\n",
      "processing baseword run-throughs (1430)\n",
      "processing baseword rupted (1431)\n",
      "processing baseword rã‰sistance (1432)\n",
      "processing baseword s'mores (1433)\n",
      "processing baseword s-s-see (1434)\n",
      "processing baseword s-say (1435)\n",
      "processing baseword s-starlight (1436)\n",
      "processing baseword s-stuff (1437)\n",
      "processing baseword sacanas (1438)\n",
      "processing baseword saddy (1439)\n",
      "processing baseword safekeep (1440)\n",
      "processing baseword salesponies (1441)\n",
      "processing baseword salespony (1442)\n",
      "processing baseword salesponyship (1443)\n",
      "processing baseword saphire (1444)\n",
      "processing baseword sappier (1445)\n",
      "processing baseword sasndwich (1446)\n",
      "processing baseword saucin' (1447)\n",
      "processing baseword savin' (1448)\n",
      "processing baseword scaredy (1449)\n",
      "processing baseword scarin' (1450)\n",
      "processing baseword scarys (1451)\n",
      "processing baseword schmagic (1452)\n",
      "processing baseword schmarity (1453)\n",
      "processing baseword schmoopy-doopy (1454)\n",
      "processing baseword schmoyalty (1455)\n",
      "processing baseword schmurses (1456)\n",
      "processing baseword schoolponies (1457)\n",
      "processing baseword schoolponies' (1458)\n",
      "processing baseword schoolponies'll (1459)\n",
      "processing baseword schoolpony (1460)\n",
      "processing baseword scield (1461)\n",
      "processing baseword scootaloo (1462)\n",
      "processing baseword scootaloo's (1463)\n",
      "processing baseword scootch (1464)\n",
      "processing baseword scootering (1465)\n",
      "processing baseword scorpan (1466)\n",
      "processing baseword scouch (1467)\n",
      "processing baseword scowly (1468)\n",
      "processing baseword scrapbooking (1469)\n",
      "processing baseword screamin' (1470)\n",
      "processing baseword scrubbied (1471)\n",
      "processing baseword scrunchiest (1472)\n",
      "processing baseword seaponies (1473)\n",
      "processing baseword seapony (1474)\n",
      "processing baseword seaquestria (1475)\n",
      "processing baseword seasonll (1476)\n",
      "processing baseword seaspray (1477)\n",
      "processing baseword second-best (1478)\n",
      "processing baseword sedimental (1479)\n",
      "processing baseword seeensational (1480)\n",
      "processing baseword seein' (1481)\n",
      "processing baseword seeya (1482)\n",
      "processing baseword selkie (1483)\n",
      "processing baseword sendin' (1484)\n",
      "processing baseword seriosly (1485)\n",
      "processing baseword setpieces (1486)\n",
      "processing baseword shadetail (1487)\n",
      "processing baseword shadowbolts (1488)\n",
      "processing baseword shakin' (1489)\n",
      "processing baseword shapin' (1490)\n",
      "processing baseword she-demon (1491)\n",
      "processing baseword sheucks (1492)\n",
      "processing baseword shhhhh (1493)\n",
      "processing baseword ssh (1494)\n",
      "processing baseword shirkin' (1495)\n",
      "processing baseword shmarity (1496)\n",
      "processing baseword shmeasy (1497)\n",
      "processing baseword shmoopy (1498)\n",
      "processing baseword shmuffiness (1499)\n",
      "processing baseword shnoodlebunny (1500)\n",
      "processing baseword shnooky (1501)\n",
      "processing baseword shnoopy (1502)\n",
      "processing baseword shoom (1503)\n",
      "processing baseword shores' (1504)\n",
      "processing baseword shores's (1505)\n",
      "processing baseword showpony (1506)\n",
      "processing baseword showstopper (1507)\n",
      "processing baseword showstopping (1508)\n",
      "processing baseword shuteye (1509)\n",
      "processing baseword shutterfly (1510)\n",
      "processing baseword sidekicks (1511)\n",
      "processing baseword signifyin' (1512)\n",
      "processing baseword sillyfilly (1513)\n",
      "processing baseword silverspeed (1514)\n",
      "processing baseword silversteam (1515)\n",
      "processing baseword silverstream (1516)\n",
      "processing baseword silverstream's (1517)\n",
      "processing baseword similo (1518)\n",
      "processing baseword sippin' (1519)\n",
      "processing baseword sirenss (1520)\n",
      "processing baseword sisterhooves (1521)\n",
      "processing baseword skellinore (1522)\n",
      "processing baseword skiddly (1523)\n",
      "processing baseword skort (1524)\n",
      "processing baseword skosh (1525)\n",
      "processing baseword skoshes (1526)\n",
      "processing baseword skystar (1527)\n",
      "processing baseword sleding (1528)\n",
      "processing baseword sleepll (1529)\n",
      "processing baseword sleepyheads (1530)\n",
      "processing baseword slowpokes (1531)\n",
      "processing baseword smelly-belly (1532)\n",
      "processing baseword smidgimeter (1533)\n",
      "processing baseword smilin' (1534)\n",
      "processing baseword smoochy (1535)\n",
      "processing baseword smoosh (1536)\n",
      "processing baseword smooshed (1537)\n",
      "processing baseword smoothie (1538)\n",
      "processing baseword smooze (1539)\n",
      "processing baseword smoozeface (1540)\n",
      "processing baseword smoozie (1541)\n",
      "processing baseword smoozinator (1542)\n",
      "processing baseword snacky (1543)\n",
      "processing baseword snapgab (1544)\n",
      "processing baseword snaptagger (1545)\n",
      "processing baseword sneakin' (1546)\n",
      "processing baseword sneezibratory (1547)\n",
      "processing baseword sneeziversary (1548)\n",
      "processing baseword snickerdoodle (1549)\n",
      "processing baseword sniffleitis (1550)\n",
      "processing baseword snilldar (1551)\n",
      "processing baseword snitches (1552)\n",
      "processing baseword snoogle (1553)\n",
      "processing baseword snootiness (1554)\n",
      "processing baseword snoozal (1555)\n",
      "processing baseword snow-tacular (1556)\n",
      "processing baseword snowdash (1557)\n",
      "processing baseword snuggie (1558)\n",
      "processing baseword snuggly (1559)\n",
      "processing baseword snuggy (1560)\n",
      "processing baseword soarin (1561)\n",
      "processing baseword soarin' (1562)\n",
      "processing baseword soarin's (1563)\n",
      "processing baseword softpad (1564)\n",
      "processing baseword softpad's (1565)\n",
      "processing baseword soirã‰e (1566)\n",
      "processing baseword solvin' (1567)\n",
      "processing baseword sombra (1568)\n",
      "processing baseword sombra's (1569)\n",
      "processing baseword somecreature (1570)\n",
      "processing baseword somekirin (1571)\n",
      "processing baseword someponies (1572)\n",
      "processing baseword somepony (1573)\n",
      "processing baseword somepony's (1574)\n",
      "processing baseword somnambula's (1575)\n",
      "processing baseword somnambulas (1576)\n",
      "processing baseword sonambulas (1577)\n",
      "processing baseword sooo (1578)\n",
      "processing baseword soooo (1579)\n",
      "processing baseword sooooooo (1580)\n",
      "processing baseword soren's (1581)\n",
      "processing baseword soundcheck (1582)\n",
      "processing baseword sourced (1583)\n",
      "processing baseword spankin' (1584)\n",
      "processing baseword sparklerific (1585)\n",
      "processing baseword sparkley (1586)\n",
      "processing baseword spatium (1587)\n",
      "processing baseword speleothems (1588)\n",
      "processing baseword spellbook (1589)\n",
      "processing baseword spellvenger (1590)\n",
      "processing baseword spendin' (1591)\n",
      "processing baseword spf (1592)\n",
      "processing baseword spiketopia (1593)\n",
      "processing baseword spikey-wikey (1594)\n",
      "processing baseword spikeywikey (1595)\n",
      "processing baseword spining (1596)\n",
      "processing baseword spinout (1597)\n",
      "processing baseword spinouts (1598)\n",
      "processing baseword spitfire's (1599)\n",
      "processing baseword spittin' (1600)\n",
      "processing baseword spitwad (1601)\n",
      "processing baseword splashtastic (1602)\n",
      "processing baseword spolight (1603)\n",
      "processing baseword sportsfan (1604)\n",
      "processing baseword springsition (1605)\n",
      "processing baseword sprinklicious (1606)\n",
      "processing baseword spritz (1607)\n",
      "processing baseword spyrate (1608)\n",
      "processing baseword squabblin' (1609)\n",
      "processing baseword squeazy (1610)\n",
      "processing baseword squeezy (1611)\n",
      "processing baseword squished (1612)\n",
      "processing baseword squizard (1613)\n",
      "processing baseword squizard's (1614)\n",
      "processing baseword staright (1615)\n",
      "processing baseword starnight (1616)\n",
      "processing baseword starstreak (1617)\n",
      "processing baseword starstreaks (1618)\n",
      "processing baseword starswirl (1619)\n",
      "processing baseword starswirl's (1620)\n",
      "processing baseword stashes (1621)\n",
      "processing baseword stayin' (1622)\n",
      "processing baseword stealin' (1623)\n",
      "processing baseword stewin' (1624)\n",
      "processing baseword stickie (1625)\n",
      "processing baseword stickin' (1626)\n",
      "processing baseword stinkin' (1627)\n",
      "processing baseword stirrin' (1628)\n",
      "processing baseword stitchwork (1629)\n",
      "processing baseword stomps (1630)\n",
      "processing baseword stoppin' (1631)\n",
      "processing baseword stoppingest (1632)\n",
      "processing baseword stormclouds (1633)\n",
      "processing baseword storytellin' (1634)\n",
      "processing baseword stratusberg's (1635)\n",
      "processing baseword strawberrys (1636)\n",
      "processing baseword stroooke (1637)\n",
      "processing baseword strudel (1638)\n",
      "processing baseword stting (1639)\n",
      "processing baseword studyin' (1640)\n",
      "processing baseword stylings (1641)\n",
      "processing baseword sugarbelle (1642)\n",
      "processing baseword sugarbun (1643)\n",
      "processing baseword sugarcanes (1644)\n",
      "processing baseword sugarcoat (1645)\n",
      "processing baseword sugarcube (1646)\n",
      "processing baseword sugarpine (1647)\n",
      "processing baseword sugercube (1648)\n",
      "processing baseword suggestin' (1649)\n",
      "processing baseword sulkin' (1650)\n",
      "processing baseword sundog (1651)\n",
      "processing baseword sundress (1652)\n",
      "processing baseword sunsety (1653)\n",
      "processing baseword sunshim (1654)\n",
      "processing baseword super-special (1655)\n",
      "processing baseword super-ultra (1656)\n",
      "processing baseword superbial (1657)\n",
      "processing baseword superboring (1658)\n",
      "processing baseword superduper (1659)\n",
      "processing baseword supernaturals (1660)\n",
      "processing baseword supervillain (1661)\n",
      "processing baseword surefire (1662)\n",
      "processing baseword suri (1663)\n",
      "processing baseword svengallop (1664)\n",
      "processing baseword svengallop's (1665)\n",
      "processing baseword swabbies (1666)\n",
      "processing baseword sweatier (1667)\n",
      "processing baseword sweet-talker (1668)\n",
      "processing baseword sweeteness (1669)\n",
      "processing baseword sweetfeather (1670)\n",
      "processing baseword sweetie-weetie (1671)\n",
      "processing baseword sweetums (1672)\n",
      "processing baseword swhoosh (1673)\n",
      "processing baseword swirlstar (1674)\n",
      "processing baseword swithcheroo (1675)\n",
      "processing baseword sylfum (1676)\n",
      "processing baseword t'weren't (1677)\n",
      "processing baseword t-thats (1678)\n",
      "processing baseword t-the (1679)\n",
      "processing baseword ta-da (1680)\n",
      "processing baseword tacular (1681)\n",
      "processing baseword taffies (1682)\n",
      "processing baseword talikon (1683)\n",
      "processing baseword tanginess (1684)\n",
      "processing baseword tankie (1685)\n",
      "processing baseword tankll (1686)\n",
      "processing baseword tantabus (1687)\n",
      "processing baseword tar-dy (1688)\n",
      "processing baseword tastic (1689)\n",
      "processing baseword tastically (1690)\n",
      "processing baseword tattletales (1691)\n",
      "processing baseword tatzlwurms (1692)\n",
      "processing baseword teacakes (1693)\n",
      "processing baseword teachin' (1694)\n",
      "processing baseword teasin' (1695)\n",
      "processing baseword tee-riffic (1696)\n",
      "processing baseword teleported (1697)\n",
      "processing baseword tenaktitlan (1698)\n",
      "processing baseword teotlale (1699)\n",
      "processing baseword terical (1700)\n",
      "processing baseword terramar (1701)\n",
      "processing baseword terramar's (1702)\n",
      "processing baseword tetherball (1703)\n",
      "processing baseword thankyouthankyouthank (1704)\n",
      "processing baseword thatagirl (1705)\n",
      "processing baseword thate (1706)\n",
      "processing baseword theirsll (1707)\n",
      "processing baseword thelmspar (1708)\n",
      "processing baseword theremin (1709)\n",
      "processing baseword thievin' (1710)\n",
      "processing baseword thingie (1711)\n",
      "processing baseword thingies (1712)\n",
      "processing baseword thinkpieces (1713)\n",
      "processing baseword thoudand (1714)\n",
      "processing baseword thousanth (1715)\n",
      "processing baseword threesy (1716)\n",
      "processing baseword throax (1717)\n",
      "processing baseword throwbacks (1718)\n",
      "processing baseword thunderhooves (1719)\n",
      "processing baseword thunderlane (1720)\n",
      "processing baseword tiara's (1721)\n",
      "processing baseword tiiiight (1722)\n",
      "processing baseword timberwolf (1723)\n",
      "processing baseword timberwolf's (1724)\n",
      "processing baseword timberwolves (1725)\n",
      "processing baseword timey (1726)\n",
      "processing baseword tirek (1727)\n",
      "processing baseword tirek's (1728)\n",
      "processing baseword tlc (1729)\n",
      "processing baseword toasty (1730)\n",
      "processing baseword toilings (1731)\n",
      "processing baseword tomater (1732)\n",
      "processing baseword tomatered (1733)\n",
      "processing baseword tomaters (1734)\n",
      "processing baseword toola (1735)\n",
      "processing baseword tootin' (1736)\n",
      "processing baseword tootley (1737)\n",
      "processing baseword topstitch (1738)\n",
      "processing baseword tossin' (1739)\n",
      "processing baseword touchin' (1740)\n",
      "processing baseword townsponies (1741)\n",
      "processing baseword tradesies (1742)\n",
      "processing baseword treezie (1743)\n",
      "processing baseword trendehoof (1744)\n",
      "processing baseword trenderhoof (1745)\n",
      "processing baseword tri-cross (1746)\n",
      "processing baseword triangley (1747)\n",
      "processing baseword tricktionary (1748)\n",
      "processing baseword tricorners (1749)\n",
      "processing baseword triple-decker (1750)\n",
      "processing baseword triplicates (1751)\n",
      "processing baseword trixie-led (1752)\n",
      "processing baseword trophie (1753)\n",
      "processing baseword trottin' (1754)\n",
      "processing baseword trottingham (1755)\n",
      "processing baseword troubleshoes (1756)\n",
      "processing baseword trrrr (1757)\n",
      "processing baseword trãˆs (1758)\n",
      "processing baseword tshirts (1759)\n",
      "processing baseword tsunamis (1760)\n",
      "processing baseword tucka (1761)\n",
      "processing baseword tummy's (1762)\n",
      "processing baseword tureen's (1763)\n",
      "processing baseword tushies (1764)\n",
      "processing baseword tweets (1765)\n",
      "processing baseword twichin' (1766)\n",
      "processing baseword twiley (1767)\n",
      "processing baseword twilie (1768)\n",
      "processing baseword twiligtht (1769)\n",
      "processing baseword twily (1770)\n",
      "processing baseword twinkleshine (1771)\n",
      "processing baseword twitchin' (1772)\n",
      "processing baseword twittermites (1773)\n",
      "processing baseword twove (1774)\n",
      "processing baseword ugggh (1775)\n",
      "processing baseword ughh (1776)\n",
      "processing baseword ughhh (1777)\n",
      "processing baseword uh-uh (1778)\n",
      "processing baseword uhhh (1779)\n",
      "processing baseword uhm (1780)\n",
      "processing baseword ummmm (1781)\n",
      "processing baseword un-sister (1782)\n",
      "processing baseword unbelieavable (1783)\n",
      "processing baseword uncharming (1784)\n",
      "processing baseword uncheck (1785)\n",
      "processing baseword unclimbed (1786)\n",
      "processing baseword uncurse (1787)\n",
      "processing baseword unfreeze (1788)\n",
      "processing baseword unfun (1789)\n",
      "processing baseword unfunny (1790)\n",
      "processing baseword ungobbled (1791)\n",
      "processing baseword unholster (1792)\n",
      "processing baseword unicornia (1793)\n",
      "processing baseword unlamest (1794)\n",
      "processing baseword unmarking (1795)\n",
      "processing baseword unput-downable (1796)\n",
      "processing baseword unscareable (1797)\n",
      "processing baseword unsniffle (1798)\n",
      "processing baseword unspilled (1799)\n",
      "processing baseword upeth (1800)\n",
      "processing baseword urgh (1801)\n",
      "processing baseword urghh (1802)\n",
      "processing baseword urghhh (1803)\n",
      "processing baseword ursas (1804)\n",
      "processing baseword uscramping (1805)\n",
      "processing baseword usin' (1806)\n",
      "processing baseword uuuh (1807)\n",
      "processing baseword vanhoover (1808)\n",
      "processing baseword vanilla-cream (1809)\n",
      "processing baseword vehoovius (1810)\n",
      "processing baseword verko (1811)\n",
      "processing baseword victoryful (1812)\n",
      "processing baseword viddles (1813)\n",
      "processing baseword viewings (1814)\n",
      "processing baseword vintaged (1815)\n",
      "processing baseword visiony (1816)\n",
      "processing baseword visitin' (1817)\n",
      "processing baseword voilã€ (1818)\n",
      "processing baseword voip (1819)\n",
      "processing baseword vorak (1820)\n",
      "processing baseword w-w-w-warm (1821)\n",
      "processing baseword w-wait (1822)\n",
      "processing baseword w-we (1823)\n",
      "processing baseword w-well (1824)\n",
      "processing baseword w-what (1825)\n",
      "processing baseword w-whats (1826)\n",
      "processing baseword w-where (1827)\n",
      "processing baseword w-why (1828)\n",
      "processing baseword waaaay (1829)\n",
      "processing baseword waby (1830)\n",
      "processing baseword wanderin' (1831)\n",
      "processing baseword wantin' (1832)\n",
      "processing baseword warmin' (1833)\n",
      "processing baseword warmingest (1834)\n",
      "processing baseword wastin' (1835)\n",
      "processing baseword watcha (1836)\n",
      "processing baseword wateringly (1837)\n",
      "processing baseword waterpony (1838)\n",
      "processing baseword waveforms (1839)\n",
      "processing baseword wavin' (1840)\n",
      "processing baseword wearin' (1841)\n",
      "processing baseword wedve (1842)\n",
      "processing baseword weee (1843)\n",
      "processing baseword weeeeee (1844)\n",
      "processing baseword weensey (1845)\n",
      "processing baseword weensy (1846)\n",
      "processing baseword weirded (1847)\n",
      "processing baseword wendigos (1848)\n",
      "processing baseword wh (1849)\n",
      "processing baseword wh-wh-whatd (1850)\n",
      "processing baseword wh-wha (1851)\n",
      "processing baseword wh-what (1852)\n",
      "processing baseword wh-whats (1853)\n",
      "processing baseword wh-why (1854)\n",
      "processing baseword wha (1855)\n",
      "processing baseword wha' (1856)\n",
      "processing baseword wha-what (1857)\n",
      "processing baseword whaa (1858)\n",
      "processing baseword whaaaaa (1859)\n",
      "processing baseword whaaaaaa (1860)\n",
      "processing baseword whaaaat (1861)\n",
      "processing baseword whacky (1862)\n",
      "processing baseword whadaya (1863)\n",
      "processing baseword whaddya (1864)\n",
      "processing baseword wharmmy (1865)\n",
      "processing baseword whatchamacallit (1866)\n",
      "processing baseword whatchu (1867)\n",
      "processing baseword whatchya (1868)\n",
      "processing baseword whatevs (1869)\n",
      "processing baseword whatshername (1870)\n",
      "processing baseword whatsit (1871)\n",
      "processing baseword wheee (1872)\n",
      "processing baseword wheeee (1873)\n",
      "processing baseword wheeeee (1874)\n",
      "processing baseword wheeeeee (1875)\n",
      "processing baseword wherin (1876)\n",
      "processing baseword whickering (1877)\n",
      "processing baseword whinnyapolis (1878)\n",
      "processing baseword whisperin' (1879)\n",
      "processing baseword whoa-oh (1880)\n",
      "processing baseword whoacus (1881)\n",
      "processing baseword whoo-hoo (1882)\n",
      "processing baseword whoo-wee (1883)\n",
      "processing baseword whoom (1884)\n",
      "processing baseword whooooo (1885)\n",
      "processing baseword whoopin' (1886)\n",
      "processing baseword whoopsie (1887)\n",
      "processing baseword whould (1888)\n",
      "processing baseword whuh (1889)\n",
      "processing baseword whupping (1890)\n",
      "processing baseword wi-wizarding (1891)\n",
      "processing baseword wiches (1892)\n",
      "processing baseword wide-wide (1893)\n",
      "processing baseword wigford (1894)\n",
      "processing baseword wikey (1895)\n",
      "processing baseword windigoes (1896)\n",
      "processing baseword windigos (1897)\n",
      "processing baseword windsurf (1898)\n",
      "processing baseword wingbeat (1899)\n",
      "processing baseword wingding (1900)\n",
      "processing baseword wingfeathers (1901)\n",
      "processing baseword wingpony (1902)\n",
      "processing baseword winnin' (1903)\n",
      "processing baseword wiscuit (1904)\n",
      "processing baseword wissy (1905)\n",
      "processing baseword wittle (1906)\n",
      "processing baseword wizarding (1907)\n",
      "processing baseword wizardly (1908)\n",
      "processing baseword woah (1909)\n",
      "processing baseword wogglin' (1910)\n",
      "processing baseword wompy (1911)\n",
      "processing baseword wonderbolt (1912)\n",
      "processing baseword wonderbolt's (1913)\n",
      "processing baseword wonderboltiest (1914)\n",
      "processing baseword wonderbolts (1915)\n",
      "processing baseword wonderbolts' (1916)\n",
      "processing baseword wondercolt (1917)\n",
      "processing baseword wondercolts (1918)\n",
      "processing baseword wonderific (1919)\n",
      "processing baseword wony (1920)\n",
      "processing baseword woo-hoo-hoo-hoo (1921)\n",
      "processing baseword woochie (1922)\n",
      "processing baseword woogles (1923)\n",
      "processing baseword woohoo (1924)\n",
      "processing baseword wook (1925)\n",
      "processing baseword wooo (1926)\n",
      "processing baseword wootsie (1927)\n",
      "processing baseword wootsy (1928)\n",
      "processing baseword worryin' (1929)\n",
      "processing baseword worryworm (1930)\n",
      "processing baseword woulda' (1931)\n",
      "processing baseword wouldya (1932)\n",
      "processing baseword wowsa (1933)\n",
      "processing baseword wuggie (1934)\n",
      "processing baseword wuggly (1935)\n",
      "processing baseword wuggy (1936)\n",
      "processing baseword wumpkin (1937)\n",
      "processing baseword wumpkins (1938)\n",
      "processing baseword wutsey (1939)\n",
      "processing baseword wuzz (1940)\n",
      "processing baseword xilati (1941)\n",
      "processing baseword xoxo (1942)\n",
      "processing baseword y-yee (1943)\n",
      "processing baseword y-yes (1944)\n",
      "processing baseword y-you (1945)\n",
      "processing baseword yaaaaa (1946)\n",
      "processing baseword yaaaaaay (1947)\n",
      "processing baseword yakyakistan (1948)\n",
      "processing baseword yakyakistani (1949)\n",
      "processing baseword yearlite (1950)\n",
      "processing baseword yech (1951)\n",
      "processing baseword yeee (1952)\n",
      "processing baseword yeeeeeeessssssss (1953)\n",
      "processing baseword yeeeees (1954)\n",
      "processing baseword yeeehaw (1955)\n",
      "processing baseword yeehaw (1956)\n",
      "processing baseword yesiree (1957)\n",
      "processing baseword yessiree (1958)\n",
      "processing baseword yhear (1959)\n",
      "processing baseword yickslurbertfest (1960)\n",
      "processing baseword yksler (1961)\n",
      "processing baseword yona's (1962)\n",
      "processing baseword yonderhill (1963)\n",
      "processing baseword yoo-hoo (1964)\n",
      "processing baseword yoohoo (1965)\n",
      "processing baseword yooo-hooo (1966)\n",
      "processing baseword youngin (1967)\n",
      "processing baseword youngin' (1968)\n",
      "processing baseword youngins (1969)\n",
      "processing baseword younin' (1970)\n",
      "processing baseword yovidaphone (1971)\n",
      "processing baseword yovidaphoner (1972)\n",
      "processing baseword yowza (1973)\n",
      "processing baseword yummy-nummy (1974)\n",
      "processing baseword z-zombie (1975)\n",
      "processing baseword zap-apple (1976)\n",
      "processing baseword zap-apples (1977)\n",
      "processing baseword zappin (1978)\n",
      "processing baseword zecora (1979)\n",
      "processing baseword zecora's (1980)\n",
      "processing baseword zesty (1981)\n",
      "processing baseword zesty's (1982)\n",
      "processing baseword ziegfilly (1983)\n",
      "processing baseword zinneas (1984)\n",
      "processing baseword zip-lining (1985)\n",
      "processing baseword zipporwhill (1986)\n",
      "processing baseword zipporwhill's (1987)\n",
      "processing baseword zooooom (1988)\n",
      "processing baseword zoot (1989)\n",
      "processing baseword zop (1990)\n",
      "processing baseword zowie (1991)\n",
      "processing baseword zs (1992)\n",
      "processing baseword ã€ (1993)\n",
      "processing baseword ã‰clair (1994)\n",
      "processing baseword ã‰clairs (1995)\n",
      "processing baseword bamboozlers (1996)\n",
      "processing baseword carpooled (1997)\n",
      "processing baseword ch-ch-check (1998)\n",
      "processing baseword chembly (1999)\n",
      "processing baseword de-bottomed (2000)\n",
      "processing baseword dunkington (2001)\n",
      "processing baseword eyeah (2002)\n",
      "processing baseword fiving (2003)\n",
      "processing baseword friends's (2004)\n",
      "processing baseword grifters (2005)\n",
      "processing baseword heisting (2006)\n",
      "processing baseword i-i'll (2007)\n",
      "processing baseword m'lady (2008)\n",
      "processing baseword switcheroo (2009)\n",
      "processing baseword switcherooed (2010)\n",
      "processing baseword wuh (2011)\n",
      "processing baseword photoshoot (2012)\n",
      "processing baseword cuteceaã‘era (2013)\n",
      "processing baseword aalright (2014)\n",
      "processing baseword aarrgghh (2015)\n",
      "processing baseword agilitys (2016)\n",
      "processing baseword anycreatures (2017)\n",
      "processing baseword anydragon (2018)\n",
      "processing baseword awesomer (2019)\n",
      "processing baseword bidee (2020)\n",
      "processing baseword bubucking (2021)\n",
      "processing baseword carpeters (2022)\n",
      "processing baseword cembra (2023)\n",
      "processing baseword chicka (2024)\n",
      "processing baseword cloudbusting (2025)\n",
      "processing baseword cocooned (2026)\n",
      "processing baseword couldntve (2027)\n",
      "processing baseword derpy (2028)\n",
      "processing baseword dflair (2029)\n",
      "processing baseword directionally (2030)\n",
      "processing baseword dmare (2031)\n",
      "processing baseword dragonlord (2032)\n",
      "processing baseword dustys (2033)\n",
      "processing baseword eheh (2034)\n",
      "processing baseword everhoof (2035)\n",
      "processing baseword evily (2036)\n",
      "processing baseword fastish (2037)\n",
      "processing baseword fic (2038)\n",
      "processing baseword fillyhood (2039)\n",
      "processing baseword fillymanejaro (2040)\n",
      "processing baseword fretified (2041)\n",
      "processing baseword funderful (2042)\n",
      "processing baseword gargar (2043)\n",
      "processing baseword geeking (2044)\n",
      "processing baseword gimmie (2045)\n",
      "processing baseword harvestins (2046)\n",
      "processing baseword haybale (2047)\n",
      "processing baseword highlighters (2048)\n",
      "processing baseword hmmph (2049)\n",
      "processing baseword honeycrisp (2050)\n",
      "processing baseword hoofprint (2051)\n",
      "processing baseword iinteresting (2052)\n",
      "processing baseword iinterrupting (2053)\n",
      "processing baseword jjust (2054)\n",
      "processing baseword libraryy (2055)\n",
      "processing baseword manehattan (2056)\n",
      "processing baseword manehatten (2057)\n",
      "processing baseword maretrimony (2058)\n",
      "processing baseword mcpretendsmith (2059)\n",
      "processing baseword mmmmm (2060)\n",
      "processing baseword mooncurves (2061)\n",
      "processing baseword mudbriars (2062)\n",
      "processing baseword mvp (2063)\n",
      "processing baseword ofhem (2064)\n",
      "processing baseword ponyboy (2065)\n",
      "processing baseword ponyliacci (2066)\n",
      "processing baseword reshelf (2067)\n",
      "processing baseword rhizosphere (2068)\n",
      "processing baseword sanitizer (2069)\n",
      "processing baseword shirelanka (2070)\n",
      "processing baseword shnoodlebun (2071)\n",
      "processing baseword showtunes (2072)\n",
      "processing baseword silverstable (2073)\n",
      "processing baseword slipperier (2074)\n",
      "processing baseword smolders (2075)\n",
      "processing baseword sombrafied (2076)\n",
      "processing baseword somedragon (2077)\n",
      "processing baseword somedragons (2078)\n",
      "processing baseword sportiest (2079)\n",
      "processing baseword sportify (2080)\n",
      "processing baseword sportiness (2081)\n",
      "processing baseword ssnake (2082)\n",
      "processing baseword sugarbooger (2083)\n",
      "processing baseword swanifying (2084)\n",
      "processing baseword swooner (2085)\n",
      "processing baseword tareen (2086)\n",
      "processing baseword tatah (2087)\n",
      "processing baseword taur (2088)\n",
      "processing baseword tickered (2089)\n",
      "processing baseword tortasnap (2090)\n",
      "processing baseword treehouse (2091)\n",
      "processing baseword turdrek (2092)\n",
      "processing baseword twilighting (2093)\n",
      "processing baseword waaa (2094)\n",
      "processing baseword wuggles (2095)\n",
      "processing baseword wwere (2096)\n",
      "processing baseword wwhich (2097)\n",
      "processing baseword wwwhat (2098)\n",
      "processing baseword yakciddent (2099)\n",
      "processing baseword yallself (2100)\n",
      "processing baseword yeeeeah (2101)\n",
      "processing baseword yeesh (2102)\n",
      "processing baseword yyoud (2103)\n",
      "processing baseword yyyour (2104)\n",
      "processing baseword abouter (2105)\n",
      "processing baseword abraxius (2106)\n",
      "processing baseword appledash (2107)\n",
      "processing baseword applemash (2108)\n",
      "processing baseword cheerleadings (2109)\n",
      "processing baseword discordy (2110)\n",
      "processing baseword flankladesh (2111)\n",
      "processing baseword fundraise (2112)\n",
      "processing baseword funner (2113)\n",
      "processing baseword grofar (2114)\n",
      "processing baseword lighthoof (2115)\n",
      "processing baseword marapore (2116)\n",
      "processing baseword message-sending (2117)\n",
      "processing baseword outy (2118)\n",
      "processing baseword pieface (2119)\n",
      "processing baseword pinklight (2120)\n",
      "processing baseword prouda (2121)\n",
      "processing baseword quetzals (2122)\n",
      "processing baseword scorekeepin (2123)\n",
      "processing baseword shmaritys (2124)\n",
      "processing baseword soloing (2125)\n",
      "processing baseword somebunny (2126)\n",
      "processing baseword sportsponyship (2127)\n",
      "processing baseword sundoodle (2128)\n",
      "processing baseword surrealist (2129)\n",
      "processing baseword testin (2130)\n",
      "processing baseword througher (2131)\n",
      "processing baseword tonatiuh (2132)\n",
      "processing baseword tonatiuhs (2133)\n",
      "processing baseword twiburst (2134)\n",
      "processing baseword twipie (2135)\n",
      "processing baseword vapourization (2136)\n",
      "processing baseword ventriloquoopee (2137)\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "from tqdm import tqdm\n",
    "from json_repair import repair_json\n",
    "\n",
    "output_json = 'horsewords_raw_output_thinking.json'\n",
    "output_data = {}\n",
    "\n",
    "i = 1\n",
    "with open('horsewords.clean') as f:\n",
    "    while line := f.readline():\n",
    "        spl = line.split('  ')\n",
    "        baseword, transcription = spl\n",
    "        baseword = baseword.lower()\n",
    "        print(\"processing baseword \"+baseword+f' ({i})')\n",
    "        prompt = NEW_PHRASE_THINKING_PROMPT.replace('[[baseword]]', baseword)\n",
    "        prompt = prompt.replace('[[transcription]]', transcription)\n",
    "        completion = client.chat.completions.create(\n",
    "            model='google/gemini-flash-1.5',\n",
    "            messages=[\n",
    "                {'role': 'user',\n",
    "                'content': prompt}\n",
    "            ]\n",
    "        )\n",
    "        content = completion.choices[0].message.content\n",
    "        j_content = repair_json(content, return_objects=True)\n",
    "        if len(j_content):\n",
    "            output_data[baseword] = j_content\n",
    "        else:\n",
    "            output_data[baseword] = {'error': True, 'content': j_content}\n",
    "\n",
    "        with open(output_json, 'w') as of:\n",
    "            json.dump(output_data, of)\n",
    "        i += 1\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}