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sae_token_programs

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sae_token_programs / programs /layer02 /21 /L02_F21200-21299.py
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"""GPT-2 SAE last-token programs, layer 2 -- features 21200 to 21299 (77 programs).
One function per SAE feature. Grouped 100 to a file so the set stays browsable;
the programs themselves are unchanged.
"""
def prog_L02F21200(input_tokens):
"""9 token families, 14 surface forms (train F1 of the uncapped optimum: 0.881).
Fires at 6,798 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to crime-related topics"""
# --- end external annotation ---
fire = {
# crime (3,294 firings)
' crime', ' Crime', 'crime', 'Crime',
# crim (1,377 firings)
' crimes', ' Crimes',
# criminal (364 firings)
' criminals', ' criminality',
# off (261 firings)
' offence',
# incarcera (119 firings)
' incarceration',
# ime (67 firings)
'IME',
# rup (44 firings)
'ruption',
# gres (28 firings)
'gression',
# ocide (18 firings)
'ocide',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'crime-family', 1
def prog_L02F21202(input_tokens):
"""8 token families, 8 surface forms (train F1 of the uncapped optimum: 0.740).
Fires at 17,103 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to quotations or quotes within the text"""
# --- end external annotation ---
fire = {
# ' (13,543 firings)
"'",
# ', (653 firings)
"',",
# '. (533 firings)
"'.",
# '' (151 firings)
"''",
# ': (145 firings)
"':",
# ?' (106 firings)
"?'",
# ') (61 firings)
"')",
# !' (60 firings)
"!'",
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return "'-family", 1
def prog_L02F21203(input_tokens):
"""26 token families, 29 surface forms (train F1 of the uncapped optimum: 0.755).
Fires at 2,651 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of ambulances and related emergency services"""
# --- end external annotation ---
fire = {
# ambul (299 firings)
' ambulance', ' ambul',
# heart (152 firings)
'heart',
# attorney (143 firings)
'Attorney',
# paramedic (139 firings)
' paramedics',
# iren (125 firings)
'irens', 'iren',
# respond (123 firings)
' responders',
# ems (101 firings)
' EMS', 'EMS',
# orchestra (78 firings)
' orchestra',
# emergency (67 firings)
'Emergency',
# alloca (60 firings)
' allocation',
# kettle (54 firings)
' kettle',
# apist (51 firings)
'apist',
# professionalism (43 firings)
' professionalism',
# reinforce (42 firings)
' reinforcements',
# param (41 firings)
' paramed',
# stret (40 firings)
' stret',
# hus (39 firings)
' Huss',
# aspirin (39 firings)
' aspirin',
# antidote (36 firings)
' antidote',
# approxima (32 firings)
' approximation',
# continuum (30 firings)
' continuum',
# resusc (19 firings)
' resusc',
# equiv (15 firings)
' equival',
# respawn (14 firings)
' respawn',
# hospit (13 firings)
'hospital',
# ~~~~~~~~~~~~~~~~ (7 firings)
'~~~~~~~~~~~~~~~~',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ambul-family', 1
def prog_L02F21204(input_tokens):
"""48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.855).
Fires at 3,508 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of political figures, particularly focusing on Kathleen Wynne"""
# --- end external annotation ---
fire = {
# yne (138 firings)
'yne', 'ynes',
# lyon (133 firings)
' Lyon',
# wynne (118 firings)
' Wynne',
# vague (114 firings)
' vaguely',
# down (114 firings)
' Downs', ' downed',
# northwestern (108 firings)
' northwestern',
# dalton (107 firings)
' Dalton',
# nur (100 firings)
' Nurs', ' nurs',
# wyn (90 firings)
' Wyn',
# rone (88 firings)
'rone',
# vance (87 firings)
' Vance',
# yon (84 firings)
'yon',
# vaughn (83 firings)
' Vaughn',
# nausea (79 firings)
' nausea',
# rm (76 firings)
'RM',
# nor (76 firings)
'NOR',
# mckenna (70 firings)
' McKenna',
# noon (62 firings)
' Noon',
# aly (58 firings)
' Aly',
# yx (56 firings)
'yx',
# syll (55 firings)
' syll',
# prevail (54 firings)
' prevailing',
# lynd (52 firings)
' Lynd',
# folk (52 firings)
'folk',
# sylv (51 firings)
' Sylv',
# aina (48 firings)
'aina',
# vale (46 firings)
' Vale',
# eah (45 firings)
'eah',
# adian (44 firings)
'adian',
# idon (43 firings)
'idon',
# reyn (41 firings)
' Reyn',
# ron (41 firings)
'RON',
# lain (39 firings)
'lain',
# ree (36 firings)
' Ree',
# ayne (35 firings)
'ayne',
# reon (35 firings)
'reon',
# sill (31 firings)
' sill',
# sidel (31 firings)
' sidel',
# eworld (30 firings)
'eworld',
# dos (30 firings)
'DOS',
# ely (30 firings)
' Elys',
# nyd (28 firings)
'nyder',
# min (26 firings)
'mins',
# yanuk (25 firings)
' Yanuk',
# yton (23 firings)
'yton',
# upkeep (22 firings)
' upkeep',
# cyn (19 firings)
' Cyn',
# vl (13 firings)
'vl',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'yne-family', 1
def prog_L02F21205(input_tokens):
"""29 token families, 30 surface forms (train F1 of the uncapped optimum: 0.739).
Fires at 4,514 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to various types of social, cultural, or geographical entities"""
# --- end external annotation ---
fire = {
# iti (1,276 firings)
'ities', 'ITIES',
# ity (197 firings)
'ITY',
# ination (158 firings)
'inations',
# enc (153 firings)
'ences',
# ino (139 firings)
'inos',
# istic (131 firings)
'istics',
# iction (124 firings)
'ictions',
# ga (69 firings)
'Ga',
# tendenc (69 firings)
' tendencies',
# emi (65 firings)
'emies',
# idat (60 firings)
'idates',
# profit (54 firings)
'profits',
# alit (52 firings)
'alities',
# energ (52 firings)
' energies',
# statistic (50 firings)
'Statistics',
# isation (48 firings)
'isations',
# ienc (45 firings)
'iencies',
# tie (44 firings)
'ties',
# iency (38 firings)
'iency',
# stor (33 firings)
'stories',
# isod (30 firings)
'isodes',
# idenc (26 firings)
'idences',
# ogic (26 firings)
'ogical',
# phys (24 firings)
'physical',
# ours (22 firings)
'ourses',
# ivit (21 firings)
'ivities',
# ite (20 firings)
'itely',
# り (15 firings)
'り',
# ges (13 firings)
'GES',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'iti-family', 1
def prog_L02F21206(input_tokens):
"""48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.910).
Fires at 4,338 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the name "Chand" and its various contexts"""
# --- end external annotation ---
fire = {
# dar (194 firings)
' dared', ' DAR',
# dund (192 firings)
' Dund',
# xperia (187 firings)
' Xperia',
# messi (183 firings)
' Messi',
# levant (149 firings)
' Levant',
# learnt (134 firings)
' learnt',
# chand (129 firings)
' Chand',
# valent (123 firings)
' Valent',
# garg (121 firings)
' garg', ' Garg',
# lal (113 firings)
' Lal',
# vand (110 firings)
' Vand',
# 1500 (102 firings)
' 1500',
# acet (99 firings)
'acet',
# eth (97 firings)
' ETH',
# borgh (91 firings)
'borgh',
# mete (86 firings)
' mete',
# hairst (85 firings)
' hairst',
# vall (83 firings)
' Vall',
# verte (83 firings)
' verte',
# kilomet (82 firings)
' kilomet',
# andel (81 firings)
'andel',
# stair (78 firings)
' stair',
# grizz (72 firings)
' grizz',
# kling (64 firings)
' Kling',
# eston (63 firings)
' Eston',
# socio (61 firings)
' socio',
# gand (59 firings)
' Gand',
# sund (53 firings)
' sund',
# sard (51 firings)
' Sard',
# unamb (47 firings)
' unamb',
# utt (47 firings)
' Utt',
# dmit (45 firings)
' Dmit',
# angan (43 firings)
'angan',
# krish (41 firings)
' Krish',
# manz (40 firings)
' Manz',
# chak (40 firings)
' Chak',
# coun (35 firings)
' coun',
# tas (35 firings)
' Tas',
# vaj (32 firings)
' Vaj',
# aval (31 firings)
' Aval',
# athen (31 firings)
' Athen',
# vk (31 firings)
' VK',
# 1280 (27 firings)
' 1280',
# dusk (26 firings)
' Dusk',
# ank (26 firings)
' Ank',
# eve (22 firings)
'eve',
# flam (19 firings)
' Flam',
# electrom (19 firings)
' electrom',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'dar-family', 1
def prog_L02F21207(input_tokens):
"""12 token families, 14 surface forms (train F1 of the uncapped optimum: 0.854).
Fires at 1,655 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to a specific individual named Hay"""
# --- end external annotation ---
fire = {
# hay (672 firings)
' Hay', 'Hay', ' hay',
# wal (122 firings)
'Wal',
# keyn (98 firings)
' Keynes',
# hayward (91 firings)
' Hayward',
# gale (76 firings)
' Gale',
# fall (73 firings)
'Fall',
# hin (67 firings)
' Hin',
# has (57 firings)
' Hass',
# omic (48 firings)
'omical',
# ges (39 firings)
' Ges',
# hig (5 firings)
'hig',
# aughter (5 firings)
'aughtered',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'hay-family', 1
def prog_L02F21208(input_tokens):
"""45 token families, 48 surface forms (train F1 of the uncapped optimum: 0.811).
Fires at 5,246 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to condos and apartment units"""
# --- end external annotation ---
fire = {
# apart (296 firings)
' apartments',
# councillor (293 firings)
' councillors', ' councillor',
# neighbourhood (289 firings)
' neighbourhood', ' neighbourhoods',
# condo (195 firings)
' condo', ' condos',
# paramount (179 firings)
' Paramount',
# cond (157 firings)
' Cond',
# list (152 firings)
' listings',
# bedroom (122 firings)
'bedroom',
# newfoundland (101 firings)
' Newfoundland',
# cann (98 firings)
' Cannes',
# flat (98 firings)
' flats',
# ibu (95 firings)
'ibu',
# auga (92 firings)
'auga',
# ominium (87 firings)
'ominium',
# rental (87 firings)
' rentals',
# plush (86 firings)
' plush',
# cindy (84 firings)
' Cindy',
# boutique (80 firings)
' boutique',
# amen (79 firings)
' amenities',
# nuis (78 firings)
' nuisance',
# ancouv (78 firings)
'ancouver',
# detach (77 firings)
' detached',
# estate (77 firings)
'estate',
# cak (75 firings)
'cakes',
# residenc (73 firings)
' residences',
# alty (73 firings)
'alty',
# fell (73 firings)
'fell',
# uxe (64 firings)
'uxe',
# convert (62 firings)
' convertible',
# perch (60 firings)
' perched',
# dup (58 firings)
' dup',
# suit (53 firings)
' suites',
# oho (50 firings)
'oho',
# idat (49 firings)
'idated',
# ² (45 firings)
'²',
# subdivi (44 firings)
' subdivision',
# complex (43 firings)
' complexes',
# 499 (40 firings)
'499',
# classy (36 firings)
' classy',
# resort (34 firings)
' resorts',
# dwell (33 firings)
' dwellings',
# chic (28 firings)
' chic',
# iera (28 firings)
'iera',
# ami (21 firings)
'amily',
# ensa (16 firings)
'ensation',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'apart-family', 1
def prog_L02F21209(input_tokens):
"""26 token families, 27 surface forms (train F1 of the uncapped optimum: 0.838).
Fires at 2,136 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of boroughs"""
# --- end external annotation ---
fire = {
# borough (273 firings)
' borough', ' Borough',
# sitcom (264 firings)
' sitcom',
# benson (119 firings)
' Benson',
# situat (118 firings)
' situated',
# astern (98 firings)
'astern',
# council (78 firings)
' councils',
# commun (74 firings)
' Communities',
# zac (73 firings)
' Zac',
# wealth (68 firings)
'wealth',
# isl (54 firings)
' Isles',
# grit (50 firings)
' grit',
# npm (49 firings)
' npm',
# iddl (46 firings)
'iddler',
# township (45 firings)
' township',
# subdivi (44 firings)
' subdivision',
# burgh (42 firings)
'burgh',
# orporat (41 firings)
'orporated',
# territor (40 firings)
' Territories',
# subdiv (39 firings)
' subdiv',
# precinct (35 firings)
' precinct',
# denomina (31 firings)
' denomination',
# denomination (30 firings)
' denominations',
# uild (29 firings)
'uild',
# 518 (20 firings)
'518',
# ften (11 firings)
'ften',
# javascript (8 firings)
'javascript',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'borough-family', 1
def prog_L02F21211(input_tokens):
"""25 token families, 27 surface forms (train F1 of the uncapped optimum: 0.858).
Fires at 8,000 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to dining or meals"""
# --- end external annotation ---
fire = {
# ine (5,149 firings)
'ine', 'ines', 'INE',
# inity (215 firings)
'inity',
# mine (168 firings)
'mine',
# wine (147 firings)
' Wine',
# oline (123 firings)
'oline',
# rine (99 firings)
'rine',
# levine (99 firings)
' Levine',
# arine (64 firings)
'arine',
# inite (63 firings)
'inite',
# aline (62 firings)
'aline',
# luence (58 firings)
'luence',
# oise (58 firings)
'oise',
# inea (55 firings)
'inea',
# ina (52 firings)
'INA',
# alpha (42 firings)
'Alpha',
# olog (41 firings)
'ologic',
# idine (35 firings)
'idine',
# inu (35 firings)
'inus',
# inet (34 firings)
'inet',
# acid (31 firings)
' acidic',
# catalyst (30 firings)
' Catalyst',
# vine (25 firings)
'vine',
# lighthouse (23 firings)
' lighthouse',
# verse (23 firings)
'versely',
# saline (21 firings)
' saline',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ine-family', 1
def prog_L02F21212(input_tokens):
"""14 token families, 18 surface forms (train F1 of the uncapped optimum: 0.752).
Fires at 5,149 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "strange." """
# --- end external annotation ---
fire = {
# strange (1,437 firings)
' strange', ' Strange', ' strangely', 'Strange',
# bizarre (739 firings)
' bizarre',
# weird (390 firings)
' weird',
# puzzl (186 firings)
' puzzled', ' puzzling',
# peculiar (178 firings)
' peculiar',
# strang (104 firings)
' strang',
# odd (89 firings)
' oddly',
# eerie (81 firings)
' eerie',
# uneasy (66 firings)
' uneasy',
# perverse (54 firings)
' perverse',
# unnatur (49 firings)
' unnatural',
# curious (44 firings)
' curiously',
# stain (42 firings)
'stained',
# wond (26 firings)
' wond',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'strange-family', 1
def prog_L02F21213(input_tokens):
"""25 token families, 30 surface forms (train F1 of the uncapped optimum: 0.866).
Fires at 2,223 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "paste" and its variations"""
# --- end external annotation ---
fire = {
# copy (426 firings)
' Copy', 'Copy', 'copy',
# paste (285 firings)
' paste', 'paste', ' Paste',
# aste (190 firings)
'aste',
# pepsi (105 firings)
' Pepsi',
# pcb (87 firings)
' PCB',
# cartridge (84 firings)
' cartridge',
# cartridg (64 firings)
' cartridges',
# weet (64 firings)
'weet',
# condens (61 firings)
' condensed',
# rote (54 firings)
'rote',
# post (54 firings)
' POST',
# ousse (53 firings)
'ousse',
# pamphlet (51 firings)
' pamphlet',
# nano (48 firings)
' nano',
# pamph (47 firings)
' pamph',
# addit (45 firings)
' additive',
# platoon (44 firings)
' platoon',
# clip (40 firings)
' Clip', 'clip',
# sandw (39 firings)
' sandwic',
# clipboard (37 firings)
' clipboard',
# ops (28 firings)
' OPS',
# suffice (25 firings)
' suffice',
# sold (22 firings)
' solder',
# ebin (13 firings)
'ebin',
# epad (10 firings)
'epad',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'copy-family', 1
def prog_L02F21214(input_tokens):
"""17 token families, 22 surface forms (train F1 of the uncapped optimum: 0.904).
Fires at 2,148 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the repeated mention of the term "Tw" in various contexts"""
# --- end external annotation ---
fire = {
# tw (1,043 firings)
'Tw', ' tw', 'tw', ' TW', 'TW',
# twin (156 firings)
' Twins',
# upt (90 firings)
' upt',
# nw (89 firings)
'NW', 'nw',
# ww (83 firings)
'ww',
# twain (80 firings)
' Twain',
# tink (50 firings)
' tink',
# rn (46 firings)
'rn',
# wink (32 firings)
' wink',
# sidel (31 firings)
' sidel',
# ye (26 firings)
'Ye',
# sph (20 firings)
' Sph',
# udd (19 firings)
'udder',
# tc (15 firings)
'tc',
# intertw (14 firings)
' intertw',
# tg (11 firings)
'tg',
# tch (8 firings)
'tch',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'tw-family', 1
def prog_L02F21215(input_tokens):
"""25 token families, 32 surface forms (train F1 of the uncapped optimum: 0.896).
Fires at 2,050 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to arrows and their symbolic or literal significance"""
# --- end external annotation ---
fire = {
# arrow (663 firings)
' Arrow', 'arrow', ' arrow', ' arrows', ' Arrows',
# arch (130 firings)
' Archer',
# assassin (103 firings)
' assassin', ' assassins',
# dart (94 firings)
' dart', ' darts',
# array (79 firings)
' Array', 'Array',
# implica (61 firings)
' implication',
# arthriti (60 firings)
' arthritis',
# adventur (55 firings)
' adventurer',
# shortcut (51 firings)
' shortcut',
# cursor (47 firings)
' cursor',
# intui (44 firings)
' intuition',
# wait (40 firings)
' waiter',
# ast (40 firings)
' aster',
# ousel (39 firings)
'ousel',
# xer (37 firings)
' Xer',
# axe (28 firings)
' axes',
# diagon (27 firings)
' diagonal',
# sparrow (26 firings)
' Sparrow',
# bow (25 firings)
' bows',
# dagg (23 firings)
' dagger',
# ctrl (23 firings)
' Ctrl',
# orc (20 firings)
' orcs',
# barcl (16 firings)
' Barcl',
# parenthes (12 firings)
' parentheses',
# í (6 firings)
'Í',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'arrow-family', 1
def prog_L02F21216(input_tokens):
"""21 token families, 24 surface forms (train F1 of the uncapped optimum: 0.924).
Fires at 2,245 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Craig." """
# --- end external annotation ---
fire = {
# craig (715 firings)
' Craig', 'Craig',
# lar (157 firings)
' Lars',
# allan (140 firings)
' Allan',
# craigslist (136 firings)
' Craigslist',
# courtney (131 firings)
' Courtney',
# farrell (123 firings)
' Farrell',
# satoshi (99 firings)
' Satoshi',
# cryptography (62 firings)
' cryptography',
# cra (61 firings)
' CRA', 'Cra',
# requ (51 firings)
' Request',
# catalyst (49 firings)
' Catalyst',
# feng (40 firings)
' Feng',
# uart (40 firings)
'uart',
# recommend (39 firings)
' Recommended',
# bound (37 firings)
'Bound',
# obin (31 firings)
'obin',
# iffe (30 firings)
'iffe',
# ayson (22 firings)
'ayson',
# ati (13 firings)
' ATI',
# fml (8 firings)
'FML', ' FML',
# ucl (8 firings)
'ucl',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'craig-family', 1
def prog_L02F21217(input_tokens):
"""26 token families, 27 surface forms (train F1 of the uncapped optimum: 0.814).
Fires at 1,715 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to machinery and mechanical processes"""
# --- end external annotation ---
fire = {
# mach (175 firings)
' mach', 'Mach',
# aerospace (145 firings)
' aerospace',
# pressur (126 firings)
' pressures',
# work (108 firings)
' workings',
# mit (87 firings)
' Mits',
# assert (83 firings)
' assert',
# itect (75 firings)
'itect',
# project (72 firings)
' projecting',
# atf (55 firings)
' ATF',
# plat (54 firings)
' plat',
# metast (45 firings)
' metast',
# assemb (35 firings)
' assemb',
# alp (34 firings)
' ALP',
# manufact (28 firings)
'manufact',
# machina (27 firings)
' Machina',
# clench (26 firings)
' clenched',
# lobb (26 firings)
' lobb',
# mant (25 firings)
' mant',
# calc (22 firings)
' calc',
# maneu (17 firings)
' maneu',
# weld (14 firings)
' weld',
# illet (13 firings)
'illet',
# glac (10 firings)
' glac',
# clen (8 firings)
' clen',
# arri (6 firings)
' arri',
# submar (5 firings)
' submar',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mach-family', 1
def prog_L02F21218(input_tokens):
"""5 token families, 6 surface forms (train F1 of the uncapped optimum: 0.774).
Fires at 13,068 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to concepts or items within brackets"""
# --- end external annotation ---
fire = {
# ] (9,385 firings)
']',
# > (388 firings)
'>',
# ], (317 firings)
'],',
# } (108 firings)
'}',
# }} (57 firings)
'}}', ' }}',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return ']-family', 1
def prog_L02F21220(input_tokens):
"""48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.774).
Fires at 4,363 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to rehabilitation and recovery processes"""
# --- end external annotation ---
fire = {
# recover (346 firings)
' recovering',
# rehab (230 firings)
' rehab', ' Rehab',
# rehabilita (196 firings)
' rehabilitation',
# counsel (113 firings)
' counseling',
# spa (100 firings)
' Spa', ' spa',
# therap (85 firings)
' therapies',
# wayne (84 firings)
'wayne',
# oci (67 firings)
'ocial',
# motiv (66 firings)
' motivational',
# ilita (65 firings)
'ilitation',
# groom (62 firings)
' grooming',
# road (61 firings)
'Road',
# ogg (61 firings)
'ogging',
# arthriti (60 firings)
' arthritis',
# well (60 firings)
' wellness',
# biomed (60 firings)
' biomedical',
# umat (59 firings)
'umat',
# untreat (55 firings)
' untreated',
# counsell (49 firings)
' counselling',
# restitu (49 firings)
' restitution',
# udi (49 firings)
'udi',
# rehabilit (48 firings)
' rehabilit',
# superv (48 firings)
' supervised',
# repay (46 firings)
' repayment',
# repair (44 firings)
' Repair',
# regenera (44 firings)
' regeneration',
# imar (42 firings)
'imar',
# romy (40 firings)
'romy',
# pond (40 firings)
' ponds',
# ysi (39 firings)
'ysis',
# rimin (39 firings)
'riminal',
# obil (38 firings)
'obil',
# 265 (37 firings)
'265',
# ilage (35 firings)
'ilage',
# diver (34 firings)
' diversion',
# physi (33 firings)
' physi',
# rem (32 firings)
' remed',
# voc (30 firings)
' vocational',
# laim (28 firings)
'laim',
# infertil (28 firings)
' infertility',
# care (28 firings)
' CARE',
# detox (26 firings)
' detox',
# omed (26 firings)
'omedical',
# imbabwe (25 firings)
'imbabwe',
# correct (24 firings)
' corrective',
# ilitat (23 firings)
'ilitating',
# outpatient (21 firings)
' outpatient',
# ren (16 firings)
' renal',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'recover-family', 1
def prog_L02F21221(input_tokens):
"""6 token families, 56 surface forms (train F1 of the uncapped optimum: 0.247).
Fires at 1,696,955 of 36,786,566 positions.
Fires at 4.61% of positions, and
token rules do not serve features this dense: median test F1 0.086
across the 37,173 features above 0.39% of positions, against 0.763 for
the 76,283 below 0.016%. Read this fire set as the best available
approximation, not as what the feature does."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of harmful or aggressive actions"""
# --- end external annotation ---
fire = {
# new (13,303 firings)
' new', ' news', ' New', ' News', ' newly', ' newest', 'News', 'new', 'news', ' newer', ' NEW', ' NEWS', 'NEWS', ' Newly',
# year (10,897 firings)
' years', ' year', 'year', ' yearly', 'years', 'Year',
# s (5,652 firings)
'S', ' S', ' s',
# week (5,399 firings)
' week', ' weeks', ' weekly', ' Week', 'week', ' Weekly', 'Week', ' Weeks', 'weekly', ' WEEK',
# day (4,728 firings)
' day', ' days', 'day', ' Day', 'Day', ' Days', 'days', 'DAY', ' DAY',
# work (4,448 firings)
' work', ' working', ' worked', ' workers', ' works', ' worker', 'work', ' Work', 'working', 'workers', ' Works', ' workings', 'worker', ' WORK',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'new-family', 1
def prog_L02F21222(input_tokens):
"""47 token families, 48 surface forms (train F1 of the uncapped optimum: 0.849).
Fires at 4,103 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of specific media outlets"""
# --- end external annotation ---
fire = {
# observ (194 firings)
' Observer',
# examin (170 firings)
' Examiner',
# gadget (149 firings)
' gadget', ' Gadget',
# ventur (144 firings)
' Ventures',
# wir (144 firings)
' Wired',
# verge (143 firings)
' Verge',
# chronicl (131 firings)
' Chronicles',
# matrix (122 firings)
' Matrix',
# marketplace (120 firings)
' Marketplace',
# utra (117 firings)
'utra',
# venture (112 firings)
' Venture',
# monitor (110 firings)
' Monitor',
# intercept (104 firings)
' Intercept',
# strang (102 firings)
' Stranger',
# advocate (96 firings)
' Advocate',
# rest (89 firings)
' REST',
# beat (80 firings)
' Beats',
# orbit (71 firings)
' Orbit',
# conv (70 firings)
' convers',
# verif (67 firings)
'verified',
# wrap (65 firings)
' Wrap',
# enture (56 firings)
'enture',
# imag (55 firings)
' IMAGES',
# cortex (54 firings)
' Cortex',
# construct (51 firings)
' Construct',
# scientist (47 firings)
' Scientist',
# rac (38 firings)
' Racer',
# goo (36 firings)
' Goo',
# ired (36 firings)
'IRED',
# wand (35 firings)
' Wander',
# mania (32 firings)
' Mania',
# breach (31 firings)
' Breach',
# pro (31 firings)
' Pros',
# engine (29 firings)
'Engineers',
# melody (28 firings)
' Melody',
# gauntlet (25 firings)
' Gauntlet',
# ocument (24 firings)
'ocumented',
# revel (22 firings)
' Revel',
# proto (21 firings)
' Proto',
# blueprint (20 firings)
' Blueprint',
# 587 (15 firings)
'587',
# ruin (15 firings)
' Ruins',
# verify (14 firings)
' Verify',
# ancient (14 firings)
' Ancients',
# portug (14 firings)
' Portug',
# vertex (12 firings)
' vertex',
# viron (12 firings)
'viron',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'observ-family', 1
def prog_L02F21223(input_tokens):
"""46 token families, 50 surface forms (train F1 of the uncapped optimum: 0.866).
Fires at 2,838 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the name "McInt" and references to gamma rays"""
# --- end external annotation ---
fire = {
# put (142 firings)
'puted', 'puting',
# mcint (103 firings)
' McInt',
# ath (98 firings)
' Ath', ' ath',
# imp (97 firings)
'Imp',
# astroph (86 firings)
' astroph',
# alec (85 firings)
' Alec',
# gamma (83 firings)
' gamma', ' Gamma',
# sov (81 firings)
'sov',
# horowitz (78 firings)
' Horowitz',
# atell (75 firings)
'atell',
# accus (72 firings)
' accuser',
# kessl (71 firings)
' Kessler',
# inconvenient (69 firings)
' inconvenient',
# ff (68 firings)
' FF',
# stew (67 firings)
'Stew',
# ult (67 firings)
' Ult',
# skelet (64 firings)
' skeletal',
# atson (60 firings)
'atson',
# grievanc (57 firings)
' grievances',
# barth (55 firings)
' Barth',
# enormous (53 firings)
' enormously',
# decomp (51 firings)
' decomp',
# adversary (49 firings)
' adversary',
# charr (47 firings)
' charred',
# 455 (47 firings)
'455', ' 455',
# grizz (42 firings)
' Grizz',
# sigma (40 firings)
' Sigma',
# gh (40 firings)
' GH',
# essl (36 firings)
'essler',
# shap (32 firings)
' Shap',
# dow (30 firings)
' dow',
# atmosp (30 firings)
' Atmosp',
# xiao (29 firings)
' Xiao',
# intang (29 firings)
' intangible',
# unknown (22 firings)
'unknown',
# adv (21 firings)
' advers',
# ip (21 firings)
' ip',
# amplify (18 firings)
' amplify',
# mt (16 firings)
' mt',
# intosh (15 firings)
'intosh',
# uln (14 firings)
'ulner',
# fei (13 firings)
' Fei',
# ymm (12 firings)
'ymm',
# -------------------------------- (10 firings)
' --------------------------------',
# inacc (9 firings)
' inacc',
# 454 (8 firings)
'454',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'put-family', 1
def prog_L02F21224(input_tokens):
"""28 token families, 29 surface forms (train F1 of the uncapped optimum: 0.872).
Fires at 2,160 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "precious" and its variations"""
# --- end external annotation ---
fire = {
# preci (331 firings)
' precious',
# iful (185 firings)
'iful',
# cherish (144 firings)
' cherished', ' cherish',
# ciou (114 firings)
'cious',
# snatch (84 firings)
' snatched',
# asur (73 firings)
'asured',
# finite (72 firings)
' finite',
# dwindl (70 firings)
' dwindling',
# scarce (70 firings)
' scarce',
# ittle (64 firings)
'ittle',
# fleet (62 firings)
' fleeting',
# priceles (60 firings)
' priceless',
# unaccount (60 firings)
' unaccount',
# extra (56 firings)
'extra',
# vanish (49 firings)
' vanishing',
# exceed (48 firings)
' exceedingly',
# senseles (46 firings)
' senseless',
# wond (45 firings)
' wond',
# ele (45 firings)
' Ele',
# lime (36 firings)
'lime',
# tear (33 firings)
' Tears',
# frag (32 firings)
' Frag',
# mirac (30 firings)
' mirac',
# clip (27 firings)
' Clip',
# needles (23 firings)
' needless',
# ilv (18 firings)
'ilver',
# gem (16 firings)
' Gems',
# cyclop (10 firings)
'cyclop',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'preci-family', 1
def prog_L02F21227(input_tokens):
"""1 token families, 5 surface forms (train F1 of the uncapped optimum: 0.983).
Fires at 26,479 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "only" and its variations to emphasize exclusivity or limitation"""
# --- end external annotation ---
fire = {
# only (26,307 firings)
' only', ' Only', 'only', 'Only', ' ONLY',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'only-family', 1
def prog_L02F21228(input_tokens):
"""42 token families, 44 surface forms (train F1 of the uncapped optimum: 0.820).
Fires at 3,132 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to discouragement or negative emotions"""
# --- end external annotation ---
fire = {
# dismay (142 firings)
' dismay',
# tir (127 firings)
' tires',
# discourag (124 firings)
' discouraged', ' discouraging',
# rubbish (111 firings)
' rubbish',
# discourage (108 firings)
' discourage',
# discontinu (104 firings)
' discontinued',
# disapprov (92 firings)
' disapproval',
# discredit (88 firings)
' discredit',
# reluct (85 firings)
' reluctance',
# intimidate (81 firings)
' intimidate',
# out (78 firings)
' Outer',
# robbin (75 firings)
' Robbins',
# hamper (71 firings)
' hampered',
# forb (70 firings)
' forb',
# caution (67 firings)
' cautioned',
# hind (66 firings)
' hinder',
# ridicule (63 firings)
' ridicule',
# inar (52 firings)
'inar',
# haunt (50 firings)
' Haunted',
# hau (49 firings)
' Hau',
# leaflet (48 firings)
' leaflets',
# dispel (46 firings)
' dispel',
# displeasure (42 firings)
' displeasure',
# furthe (38 firings)
' furthe',
# bara (38 firings)
'bara',
# disband (37 firings)
' disbanded',
# frust (36 firings)
' frust',
# intimidat (36 firings)
' intimidated',
# demor (35 firings)
' demoral',
# dissu (35 firings)
' dissu',
# hinder (32 firings)
' hindered',
# foliage (32 firings)
' foliage',
# impede (31 firings)
' impede',
# discour (27 firings)
' discour',
# inhibit (27 firings)
' inhibits', ' inhibited',
# deprecat (22 firings)
' deprecated',
# inhib (21 firings)
' inhib',
# scrim (18 firings)
' scrim',
# spor (17 firings)
' spor',
# preclude (14 firings)
' preclude',
# anecd (9 firings)
' anecd',
# ullivan (8 firings)
'ullivan',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'dismay-family', 1
def prog_L02F21229(input_tokens):
"""41 token families, 43 surface forms (train F1 of the uncapped optimum: 0.787).
Fires at 3,952 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "Derby" and related terms"""
# --- end external annotation ---
fire = {
# derby (321 firings)
' Derby', ' derby',
# rivalry (152 firings)
' rivalry',
# essex (145 firings)
' Essex',
# strat (142 firings)
' Strat',
# arbitra (141 firings)
' arbitration',
# norri (135 firings)
' Norris',
# affle (125 firings)
'affle',
# der (125 firings)
'Der',
# mad (118 firings)
' Madness',
# windsor (105 firings)
' Windsor',
# orn (96 firings)
'ORN',
# dart (94 firings)
' dart', ' darts',
# berkshire (88 firings)
' Berkshire',
# reev (88 firings)
' Reeves',
# rock (78 firings)
' Rocks',
# dodge (69 firings)
' dodge',
# shale (66 firings)
' shale',
# ryd (63 firings)
' Ryder',
# brokerage (49 firings)
' brokerage',
# dirt (47 firings)
' Dirt',
# swing (39 firings)
' Swing',
# disco (38 firings)
' Disco',
# battle (38 firings)
'battle',
# slug (37 firings)
' Slug',
# commando (37 firings)
' Commando',
# roll (36 firings)
' Roller',
# rogue (35 firings)
'Rogue',
# mustard (34 firings)
' mustard',
# iston (34 firings)
'iston',
# piston (31 firings)
' piston',
# drill (30 firings)
' Drill',
# drift (29 firings)
' Drift',
# mayhem (29 firings)
' Mayhem',
# craw (27 firings)
' Craw',
# dyed (26 firings)
' dyed',
# stagger (25 firings)
' staggered',
# quake (22 firings)
' Quake',
# dit (18 firings)
'dit',
# berk (17 firings)
' Berks',
# drawn (16 firings)
' Drawn',
# filt (12 firings)
'Filter',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'derby-family', 1
def prog_L02F21230(input_tokens):
"""25 token families, 25 surface forms (train F1 of the uncapped optimum: 0.901).
Fires at 1,952 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Mick," particularly in contexts of significance or prominence"""
# --- end external annotation ---
fire = {
# mick (186 firings)
' Mick',
# pas (147 firings)
' Pas',
# joan (124 firings)
' Joan',
# dirty (103 firings)
' Dirty',
# carolyn (102 firings)
' Carolyn',
# meadow (97 firings)
' Meadows',
# mighty (97 firings)
' Mighty',
# hick (91 firings)
' Hick',
# wick (89 firings)
' Wick',
# monk (72 firings)
' Monk',
# you (66 firings)
'YOU',
# nes (59 firings)
' Ness',
# annel (52 firings)
'annel',
# peg (52 firings)
' peg',
# hau (52 firings)
' Hau',
# bloat (52 firings)
' bloated',
# morton (49 firings)
' Morton',
# mic (48 firings)
' MIC',
# klau (42 firings)
' Klaus',
# oky (42 firings)
'oky',
# ul (39 firings)
'Ul',
# neck (25 firings)
' Neck',
# syd (18 firings)
' Syd',
# iband (7 firings)
'iband',
# esm (6 firings)
'esm',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mick-family', 1
def prog_L02F21231(input_tokens):
"""24 token families, 27 surface forms (train F1 of the uncapped optimum: 0.868).
Fires at 2,555 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to hesitation or unwillingness to act"""
# --- end external annotation ---
fire = {
# reluctant (285 firings)
' reluctant', ' reluctantly',
# enthusiast (200 firings)
' enthusiastic',
# pivot (167 firings)
' pivotal',
# unwill (139 firings)
' unwilling',
# understandab (128 firings)
' understandably',
# resist (128 firings)
' resisted',
# resistant (106 firings)
' resistant',
# unwitt (97 firings)
' unwittingly', ' unwitting',
# wary (97 firings)
' wary',
# tempt (90 firings)
' tempted',
# reluct (87 firings)
' reluctance', ' reluct',
# hesitant (86 firings)
' hesitant',
# icent (71 firings)
'icent',
# hesita (60 firings)
' hesitation',
# discourage (59 firings)
' discourage',
# impract (56 firings)
' impractical',
# startl (54 firings)
' startled',
# reneg (49 firings)
' reneg',
# unwilling (46 firings)
' unwillingness',
# timid (40 firings)
' timid',
# udg (34 firings)
'udging',
# unconscious (25 firings)
' unconsciously',
# itant (18 firings)
'itant',
# hesitat (17 firings)
' hesitated',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'reluctant-family', 1
def prog_L02F21233(input_tokens):
"""50 token families, 52 surface forms (train F1 of the uncapped optimum: 0.768).
Fires at 4,834 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms associated with cardiovascular health and diseases"""
# --- end external annotation ---
fire = {
# heart (569 firings)
' heart',
# cholesterol (134 firings)
' cholesterol',
# santiago (130 firings)
' Santiago',
# cardiac (128 firings)
' cardiac',
# cardiovascular (113 firings)
' cardiovascular',
# metabol (110 firings)
' metabolic',
# longev (109 firings)
' longevity',
# avin (92 firings)
'avin',
# fatty (90 firings)
' fatty',
# vd (85 firings)
'VD',
# conrad (82 firings)
' Conrad',
# vi (77 firings)
' vi',
# jacqu (77 firings)
' Jacqu',
# lung (74 firings)
' lungs',
# physiolog (73 firings)
' physiological',
# heartbeat (69 firings)
' heartbeat',
# clot (61 firings)
' clot',
# cannabinoid (58 firings)
' cannabinoid', ' cannabinoids',
# hei (54 firings)
'hei',
# arter (49 firings)
' arteries',
# artery (49 firings)
' artery',
# cig (49 firings)
' Cig',
# cad (48 firings)
' CAD',
# biomed (46 firings)
' biomedical',
# annabin (45 firings)
'annabin',
# antioxidant (43 firings)
' antioxidant', ' antioxidants',
# vanguard (42 firings)
' Vanguard',
# ricular (42 firings)
'ricular',
# marit (42 firings)
' marital',
# bitcoin (39 firings)
'bitcoin',
# aspirin (39 firings)
' aspirin',
# lip (38 firings)
'lip',
# hi (38 firings)
' HI',
# autonom (35 firings)
' autonom',
# vas (35 firings)
' vas',
# bmi (35 firings)
' BMI',
# hyperten (34 firings)
' hypertension',
# pulmonary (34 firings)
' pulmonary',
# marg (33 firings)
' marg',
# vascular (31 firings)
' vascular',
# aggrega (30 firings)
' aggregation',
# biochem (29 firings)
' biochemical',
# cardio (28 firings)
' cardio',
# 316 (28 firings)
'316',
# analg (27 firings)
' analges',
# aerob (26 firings)
' aerobic',
# lv (26 firings)
' LV',
# interperson (25 firings)
' interpersonal',
# coronary (24 firings)
' coronary',
# athe (24 firings)
' athe',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'heart-family', 1
def prog_L02F21234(input_tokens):
"""12 token families, 16 surface forms (train F1 of the uncapped optimum: 0.829).
Fires at 2,815 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "packed." """
# --- end external annotation ---
fire = {
# pack (1,239 firings)
' packed', ' packing', 'packed', 'packing', ' PACK',
# pump (133 firings)
' pumped',
# strapp (128 firings)
' strapped',
# aped (127 firings)
'aped',
# burst (108 firings)
' bursting',
# desert (90 firings)
' deserted',
# cramm (88 firings)
' crammed',
# sle (53 firings)
' Sle',
# cram (51 firings)
' cram',
# jamm (47 firings)
' jammed',
# padd (18 firings)
' padded',
# shatter (17 firings)
' Shattered',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'pack-family', 1
def prog_L02F21235(input_tokens):
"""48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.816).
Fires at 6,819 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "relentless" and its variations"""
# --- end external annotation ---
fire = {
# furi (274 firings)
' furious',
# unleash (227 firings)
' unleashed',
# wag (214 firings)
' waging', ' waged',
# specific (164 firings)
' specifics',
# relentles (158 firings)
' relentless',
# exhaust (144 firings)
' exhaustive', ' exhausting',
# intensif (143 firings)
' intensified',
# rigor (129 firings)
' rigorous',
# barrage (128 firings)
' barrage',
# mantra (117 firings)
' mantra',
# onslaught (115 firings)
' onslaught',
# orchestrat (112 firings)
' orchestrated',
# ruthles (100 firings)
' ruthless',
# crusade (98 firings)
' crusade',
# punish (96 firings)
' punishing',
# relentless (91 firings)
' relentlessly',
# mercury (89 firings)
' mercury',
# unstopp (87 firings)
' unstoppable',
# dogg (87 firings)
' dogged',
# obsess (87 firings)
' obsessive',
# inex (84 firings)
' inex',
# ce (84 firings)
' ce',
# whirlwind (81 firings)
' whirlwind',
# inces (78 firings)
' incess',
# humid (78 firings)
' humidity',
# hord (77 firings)
' hordes',
# unrel (76 firings)
' unrel',
# indiscrim (73 firings)
' indiscrim',
# feroci (73 firings)
' ferocious',
# obses (73 firings)
' obsess',
# unfor (72 firings)
' unfor',
# fearles (66 firings)
' fearless',
# vitri (64 firings)
' vitri',
# venge (63 firings)
' vengeance',
# merciles (61 firings)
' merciless',
# meticulous (61 firings)
' meticulously',
# unrem (60 firings)
' unrem',
# negativ (58 firings)
' negativity',
# maniac (55 firings)
' maniac',
# tireless (54 firings)
' tirelessly',
# meticul (53 firings)
' meticulous',
# retribu (52 firings)
' retribution',
# force (50 firings)
' forceful',
# continu (47 firings)
' continual',
# fum (47 firings)
' fumes',
# blind (43 firings)
' blindly',
# mindles (38 firings)
' mindless',
# ruth (37 firings)
' ruth',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'furi-family', 1
def prog_L02F21236(input_tokens):
"""17 token families, 18 surface forms (train F1 of the uncapped optimum: 0.910).
Fires at 1,598 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of "Ir" as a key identifier or subject"""
# --- end external annotation ---
fire = {
# ir (329 firings)
' Ir', 'Ir',
# irma (156 firings)
' Irma',
# irvine (145 firings)
' Irvine',
# shirley (94 firings)
' Shirley',
# irrit (79 firings)
' irrit',
# persu (76 firings)
' persu',
# fir (73 firings)
' Fir',
# irwin (62 firings)
' Irwin',
# aly (56 firings)
' Aly',
# obst (53 firings)
' obst',
# irriga (52 firings)
' irrigation',
# bid (50 firings)
' Bid',
# indef (39 firings)
' indef',
# sponge (38 firings)
' Sponge',
# irrad (27 firings)
' irrad',
# irrig (20 firings)
' irrig',
# indust (6 firings)
' Indust',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ir-family', 1
def prog_L02F21237(input_tokens):
"""45 token families, 49 surface forms (train F1 of the uncapped optimum: 0.879).
Fires at 2,828 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the Worker Party (WP) and related discussions"""
# --- end external annotation ---
fire = {
# wordpres (287 firings)
' WordPress', 'wordpress',
# wp (249 firings)
'WP', ' WP', 'wp',
# pau (100 firings)
' Pau',
# qua (99 firings)
'qua',
# sofa (86 firings)
' sofa',
# word (86 firings)
'Word',
# wick (85 firings)
' wicked',
# spa (85 firings)
' Spa',
# woo (84 firings)
' Woo',
# bp (76 firings)
'BP',
# kp (75 firings)
' KP',
# yne (72 firings)
'yne',
# app (66 firings)
'apps',
# wynne (66 firings)
' Wynne',
# untrue (65 firings)
' untrue',
# izarre (57 firings)
'izarre',
# appy (53 firings)
'appy',
# wm (47 firings)
'WM', 'wm',
# rieg (44 firings)
'rieg',
# witz (40 firings)
'witz',
# ickle (40 firings)
'ickle',
# 920 (39 firings)
' 920',
# vk (39 firings)
' VK',
# ph (38 firings)
' pH',
# phosphoru (38 firings)
' phosphorus',
# qv (37 firings)
'qv',
# kb (37 firings)
'KB',
# lp (36 firings)
'lp',
# pw (35 firings)
' PW',
# osp (35 firings)
'OSP',
# cw (33 firings)
'CW',
# wb (29 firings)
'wb',
# ws (29 firings)
'Ws',
# nifty (29 firings)
' nifty',
# wl (26 firings)
'wl',
# bonu (20 firings)
'Bonus',
# love (20 firings)
' Lovely',
# phosphate (17 firings)
' phosphate',
# withstand (15 firings)
'withstanding',
# dw (14 firings)
' dw',
# wip (14 firings)
' wip',
# 905 (12 firings)
'905',
# 725 (12 firings)
'725',
# 925 (12 firings)
'925',
# wx (8 firings)
'wx',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'wordpres-family', 1
def prog_L02F21238(input_tokens):
"""28 token families, 37 surface forms (train F1 of the uncapped optimum: 0.791).
Fires at 3,744 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to survival, particularly in a biological or existential context"""
# --- end external annotation ---
fire = {
# surviv (786 firings)
' survival', ' Survival', ' surviv', ' Surviv',
# survivor (320 firings)
' survivor', ' Survivor',
# surv (200 firings)
'Surv', ' Survive', ' Surv', 'surv', ' surv',
# preserva (147 firings)
' preservation',
# salva (121 firings)
' Salvation', ' salvation',
# longev (109 firings)
' longevity',
# cpr (87 firings)
' CPR',
# death (83 firings)
'death',
# omsday (76 firings)
'omsday',
# fun (73 firings)
' funer',
# persist (68 firings)
' persistence',
# reelec (67 firings)
' reelection',
# initia (52 firings)
' initiation',
# umm (52 firings)
'ummies',
# pup (50 firings)
' pup',
# altru (49 firings)
' altru',
# insula (49 firings)
' insulation',
# lif (43 firings)
' lifes',
# relaxa (43 firings)
' relaxation',
# perish (27 firings)
' perish',
# propaga (23 firings)
' propagation',
# simula (22 firings)
' Simulation',
# luck (19 firings)
'Luck',
# retion (18 firings)
'retion',
# subsist (15 firings)
' subsistence',
# sar (15 firings)
' SAR',
# respawn (14 firings)
' respawn',
# rational (11 firings)
' rationality',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'surviv-family', 1
def prog_L02F21239(input_tokens):
"""26 token families, 32 surface forms (train F1 of the uncapped optimum: 0.901).
Fires at 3,817 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: specific names or terms related to people or characters"""
# --- end external annotation ---
fire = {
# ert (1,261 firings)
'ert', 'ERT',
# vert (403 firings)
'vert', ' Vert', 'Vert',
# assert (171 firings)
' assert', 'assert',
# inaug (147 firings)
' inaug',
# rut (120 firings)
' Rut',
# cert (117 firings)
'cert', 'Cert', ' Cert',
# hert (96 firings)
' Hert',
# arten (88 firings)
'arten',
# reet (83 firings)
'reet',
# kind (77 firings)
' Kinder',
# chall (72 firings)
'chall',
# ownt (70 firings)
'ownt',
# oler (61 firings)
'oler',
# crate (61 firings)
' crate',
# arent (60 firings)
'arent',
# zek (56 firings)
'zek',
# hast (56 firings)
' hast',
# ett (49 firings)
'etts',
# zig (49 firings)
' Zig',
# pert (39 firings)
' pert',
# sust (39 firings)
' sust',
# ē (23 firings)
'ē',
# ertil (22 firings)
'ertility',
# tert (21 firings)
' tert',
# pport (14 firings)
'pport',
# ascert (12 firings)
' ascert',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ert-family', 1
def prog_L02F21241(input_tokens):
"""49 token families, 50 surface forms (train F1 of the uncapped optimum: 0.866).
Fires at 5,676 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the name "Caroline" and similar variations"""
# --- end external annotation ---
fire = {
# rac (391 firings)
' Racing',
# ador (180 firings)
'ador',
# carrie (159 firings)
' Carrie',
# bone (150 firings)
'bone',
# norwich (140 firings)
' Norwich',
# caroline (138 firings)
' Caroline',
# bomb (136 firings)
' bombings',
# candy (135 firings)
' Candy',
# produc (133 firings)
' Producer',
# ivan (129 firings)
'ivan',
# cann (129 firings)
' Cann', ' cann',
# amon (126 firings)
'amon',
# oline (123 firings)
'oline',
# carbon (118 firings)
'carbon',
# orie (109 firings)
'orie',
# carniv (104 firings)
' Carnival',
# carolyn (103 firings)
' Carolyn',
# olivia (100 firings)
' Olivia',
# rockefell (98 firings)
' Rockefeller',
# railroad (91 firings)
' Railroad',
# obile (87 firings)
'obile',
# recon (84 firings)
' Recon',
# liv (76 firings)
'liv',
# cane (72 firings)
' cane',
# create (72 firings)
'create',
# enary (70 firings)
'enary',
# elena (69 firings)
' Elena',
# carn (61 firings)
' Carn',
# paperback (60 firings)
' paperback',
# pasc (60 firings)
' Pascal',
# cellular (59 firings)
' Cellular',
# alcohol (59 firings)
'alcohol',
# olyn (59 firings)
'olyn',
# contracept (57 firings)
' contraceptives',
# ogenesi (57 firings)
'ogenesis',
# pamphlet (51 firings)
' pamphlet',
# cancell (51 firings)
' cancell',
# brokerage (49 firings)
' brokerage',
# isin (42 firings)
'isin',
# obil (40 firings)
'obiles',
# uana (39 firings)
'uana',
# vette (36 firings)
'vette',
# expl (34 firings)
' expl',
# regenerate (33 firings)
' regenerate',
# ocide (32 firings)
'ocide',
# obin (31 firings)
'obin',
# caravan (30 firings)
' caravan',
# bolshevik (26 firings)
' Bolshevik',
# procedure (23 firings)
' Procedure',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'rac-family', 1
def prog_L02F21242(input_tokens):
"""20 token families, 28 surface forms (train F1 of the uncapped optimum: 0.717).
Fires at 3,371 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the term "Cast" referring to a specific entity or character"""
# --- end external annotation ---
fire = {
# cast (1,693 firings)
' cast', ' Cast', 'cast', 'Cast', ' casts', 'CAST', 'casts', ' Casting',
# ast (232 firings)
'AST',
# opera (132 firings)
' Opera',
# volcan (128 firings)
' volcanic',
# done (123 firings)
' Done', 'Done',
# watch (109 firings)
'WATCH',
# ecast (90 firings)
'ecast',
# xvi (73 firings)
' XVI',
# م (71 firings)
'م',
# sod (55 firings)
' Sod',
# shin (53 firings)
' Shining',
# cue (45 firings)
' Cue',
# bust (43 firings)
' Bust',
# cull (25 firings)
' Cull',
# isod (25 firings)
'isodes',
# consent (23 firings)
' Consent',
# cub (21 firings)
'Cub',
# tant (13 firings)
' Tant',
# kard (12 firings)
' Kard',
# ► (12 firings)
'►',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'cast-family', 1
def prog_L02F21243(input_tokens):
"""33 token families, 41 surface forms (train F1 of the uncapped optimum: 0.792).
Fires at 2,999 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to HTML"""
# --- end external annotation ---
fire = {
# html (614 firings)
' HTML', ' html', 'HTML',
# http (235 firings)
' HTTP', 'HTTP',
# php (130 firings)
' PHP',
# json (115 firings)
' JSON', 'JSON',
# insane (83 firings)
' insanely',
# webpage (82 firings)
' webpage',
# inline (75 firings)
' inline', 'inline',
# formatt (69 firings)
' formatting', ' formatted',
# shameles (65 firings)
' shameless',
# snippet (63 firings)
' snippets',
# ebook (59 firings)
' eBook',
# ht (55 firings)
' HT',
# xml (54 firings)
' XML',
# markup (46 firings)
' markup',
# javascript (43 firings)
' javascript',
# svg (38 firings)
' SVG',
# utf (34 firings)
'UTF', ' UTF', 'utf',
# tiny (26 firings)
'tiny',
# --> (25 firings)
' -->',
# eps (23 firings)
' EPS',
# matical (21 firings)
'matically',
# !-- (20 firings)
'!--',
# α (19 firings)
' α',
# unint (19 firings)
' unint',
# mpeg (19 firings)
' MPEG',
# tex (15 firings)
'TeX',
# input (15 firings)
'input',
# tml (14 firings)
'tml',
# ele (12 firings)
'Element',
# md (11 firings)
' md',
# (< (11 firings)
' (<',
# ## (9 firings)
'##',
# ivariate (8 firings)
'ivariate',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'html-family', 1
def prog_L02F21244(input_tokens):
"""20 token families, 25 surface forms (train F1 of the uncapped optimum: 0.749).
Fires at 2,218 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words related to implications or causation"""
# --- end external annotation ---
fire = {
# impl (365 firings)
' impl', 'impl', ' Impl', 'Impl',
# ferv (120 firings)
' ferv',
# conspir (105 firings)
' conspir',
# implant (105 firings)
' implants', ' implanted',
# collaps (94 firings)
' collapsing',
# beg (90 firings)
' beg',
# oric (88 firings)
'oric',
# inex (83 firings)
' inex',
# struct (68 firings)
'struct',
# script (60 firings)
' Script',
# repl (60 firings)
'repl',
# patriarch (58 firings)
' patriarch',
# annot (52 firings)
'annot',
# physician (42 firings)
' Physicians',
# fn (23 firings)
' fn',
# recomm (22 firings)
' recomm',
# proph (20 firings)
' prophes',
# quest (20 firings)
' QUEST',
# /// (7 firings)
'///', ' ///',
# scourge (6 firings)
' Scourge',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'impl-family', 1
def prog_L02F21245(input_tokens):
"""29 token families, 33 surface forms (train F1 of the uncapped optimum: 0.712).
Fires at 4,609 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of supermarkets and related terms"""
# --- end external annotation ---
fire = {
# supermarket (426 firings)
' supermarket', ' supermarkets',
# shopp (235 firings)
' shoppers',
# food (203 firings)
' Foods',
# shop (118 firings)
'shop', 'Shop',
# bookstore (115 firings)
' bookstore',
# usda (103 firings)
' USDA',
# costco (103 firings)
' Costco',
# grocer (102 firings)
' groceries',
# market (98 firings)
' Markets', 'markets',
# publish (95 firings)
' Publisher',
# tabloid (90 firings)
' tabloid',
# cosmetic (84 firings)
' cosmetics',
# nursery (82 firings)
' nursery',
# microwave (82 firings)
' microwave',
# kosh (78 firings)
' kosher',
# tes (78 firings)
' Tes', 'Tes',
# cafeteria (72 firings)
' cafeteria',
# landfill (72 firings)
' landfill',
# etchup (71 firings)
'etchup',
# mailbox (60 firings)
' mailbox',
# van (58 firings)
' vans',
# stockpile (55 firings)
' stockpile',
# cellar (46 firings)
' cellar',
# caf (45 firings)
' Café',
# pharmac (41 firings)
' pharmacies',
# warehous (36 firings)
' warehouses',
# optimum (33 firings)
' optimum',
# shampoo (32 firings)
' shampoo',
# groc (20 firings)
' grocer',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'supermarket-family', 1
def prog_L02F21247(input_tokens):
"""50 token families, 50 surface forms (train F1 of the uncapped optimum: 0.829).
Fires at 6,704 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the name "Roland" and its related contexts"""
# --- end external annotation ---
fire = {
# rodrigo (266 firings)
' Rodrigo',
# rugg (155 firings)
' rugged',
# nottingham (147 firings)
' Nottingham',
# wood (138 firings)
'Wood',
# roland (127 firings)
' Roland',
# oland (123 firings)
'oland',
# jah (120 firings)
'jah',
# ohn (111 firings)
'ohn',
# marcel (101 firings)
' Marcel',
# sen (99 firings)
' sens',
# vij (99 firings)
' Vij',
# nard (90 firings)
'nard',
# mn (90 firings)
' MN',
# yamaha (85 firings)
' Yamaha',
# acio (85 firings)
'acio',
# tek (83 firings)
' Tek',
# fs (80 firings)
' FS',
# rish (77 firings)
'rish',
# ludwig (76 firings)
' Ludwig',
# defini (75 firings)
'definition',
# sidd (74 firings)
' Sidd',
# cial (74 firings)
'cial',
# umann (73 firings)
'umann',
# audio (72 firings)
'audio',
# varg (71 firings)
' Varg',
# atel (70 firings)
'atel',
# cia (70 firings)
'cia',
# mant (69 firings)
' Mant',
# quest (64 firings)
'Quest',
# alian (63 firings)
'alian',
# zel (61 firings)
' Zel',
# sage (60 firings)
' Sage',
# able (58 firings)
' Able',
# eport (57 firings)
'eport',
# bane (56 firings)
'bane',
# midi (54 firings)
' MIDI',
# manual (54 firings)
' manuals',
# nia (54 firings)
'nia',
# elise (52 firings)
' Elise',
# ales (52 firings)
' Aless',
# disabl (52 firings)
' disabling',
# reyn (50 firings)
' Reyn',
# wiley (50 firings)
' Wiley',
# wilhelm (50 firings)
' Wilhelm',
# farn (49 firings)
' Farn',
# sax (49 firings)
' sax',
# arella (47 firings)
'arella',
# krish (41 firings)
' Krish',
# orrect (41 firings)
'orrect',
# youtu (37 firings)
'youtu',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'rodrigo-family', 1
def prog_L02F21248(input_tokens):
"""22 token families, 29 surface forms (train F1 of the uncapped optimum: 0.829).
Fires at 4,605 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "ire." """
# --- end external annotation ---
fire = {
# ire (2,060 firings)
'ire', 'ires', ' ire', 'IRE', ' Ire',
# tier (195 firings)
' Tier', 'tier',
# quire (171 firings)
'quire', 'QUIRE',
# maritime (129 firings)
' maritime',
# compile (109 firings)
' compile',
# dire (107 firings)
' Dire',
# lisbon (99 firings)
' Lisbon',
# mort (85 firings)
' mort',
# compute (80 firings)
' compute',
# forge (75 firings)
'Forge', ' Forge',
# tire (66 firings)
' Tire',
# mare (64 firings)
' Mare',
# mire (60 firings)
'mire',
# vit (53 firings)
' vit',
# iste (53 firings)
'iste',
# realm (45 firings)
' Realm',
# dare (44 firings)
' Dare',
# dominion (33 firings)
' dominion',
# io (32 firings)
' io',
# maze (26 firings)
' Maze',
# oire (15 firings)
'oire',
# ao (14 firings)
' Ao',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ire-family', 1
def prog_L02F21249(input_tokens):
"""7 token families, 9 surface forms (train F1 of the uncapped optimum: 0.854).
Fires at 2,106 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words related to critical elements or reasoning, particularly around the use of "cr" terms"""
# --- end external annotation ---
fire = {
# cr (1,631 firings)
' cr', ' Cr', 'cr',
# crane (105 firings)
' crane',
# ign (81 firings)
' ign',
# crumbl (60 firings)
' crumbling',
# appar (48 firings)
' appar',
# conglom (35 firings)
' conglomer',
# geh (32 firings)
' Geh',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'cr-family', 1
def prog_L02F21250(input_tokens):
"""45 token families, 50 surface forms (train F1 of the uncapped optimum: 0.768).
Fires at 7,294 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to referees in the context of sports"""
# --- end external annotation ---
fire = {
# judg (720 firings)
' judges', ' Judges',
# ref (519 firings)
' Ref', 'Ref',
# commentator (251 firings)
' commentator',
# detect (245 firings)
' detective',
# moderator (241 firings)
' moderator', ' moderators',
# referee (206 firings)
' referee',
# brawl (182 firings)
' brawl',
# spectator (168 firings)
' spectators', ' spectator',
# judy (121 firings)
' Judy',
# refere (120 firings)
' referees', ' refere',
# organis (118 firings)
' organisers',
# broadcast (111 firings)
' broadcasters',
# off (110 firings)
' offic',
# announc (93 firings)
' announcer',
# promot (93 firings)
' promoter',
# wright (84 firings)
'wright',
# fullback (78 firings)
' fullback',
# mpire (77 firings)
'mpire',
# attend (76 firings)
' Attend',
# backstage (72 firings)
' backstage',
# precinct (72 firings)
' precincts',
# impart (67 firings)
' impartial',
# subtitl (62 firings)
' subtitles',
# uni (61 firings)
'uni',
# fireball (58 firings)
' fireball',
# reliev (58 firings)
' reliever',
# eree (53 firings)
'eree',
# arbit (52 firings)
' arbit',
# disqualif (52 firings)
' disqualified',
# editor (51 firings)
'editor',
# steward (51 firings)
' stewards',
# presid (51 firings)
' presiding',
# fred (51 firings)
'fred',
# fou (50 firings)
' fou',
# adjud (44 firings)
' adjud',
# forc (39 firings)
'forcer',
# announ (35 firings)
' announ',
# waitres (35 firings)
' waitress',
# submit (33 firings)
' Submit',
# uner (32 firings)
'uner',
# registrar (26 firings)
' Registrar',
# shogun (26 firings)
' Shogun',
# tie (26 firings)
' Tie',
# df (24 firings)
'df',
# ihara (22 firings)
'ihara',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'judg-family', 1
def prog_L02F21251(input_tokens):
"""47 token families, 53 surface forms (train F1 of the uncapped optimum: 0.749).
Fires at 5,222 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to biblical texts and concepts, particularly relating to the New Testament"""
# --- end external annotation ---
fire = {
# content (216 firings)
' Content',
# fath (167 firings)
' fathers', ' Fathers',
# tomb (152 firings)
' tomb',
# ataka (139 firings)
'ataka',
# chronicl (131 firings)
' Chronicles',
# covenant (124 firings)
' Covenant', ' covenant',
# incarna (108 firings)
' incarnation',
# offspr (106 firings)
' offspring',
# sin (103 firings)
' sins', ' Sins',
# testa (98 firings)
' Testament',
# script (96 firings)
'Script',
# ome (94 firings)
'OME',
# contradictory (92 firings)
' contradictory',
# gospel (85 firings)
' Gospel',
# scroll (83 firings)
' Scrolls',
# itin (74 firings)
' itiner',
# berto (73 firings)
'berto',
# diary (71 firings)
' Diary',
# alexand (71 firings)
' Alexand',
# heon (62 firings)
'heon',
# odiac (61 firings)
'odiac',
# wrought (60 firings)
' wrought',
# act (59 firings)
' Acts',
# suff (58 firings)
'suff',
# ogic (55 firings)
'ogical',
# scripture (49 firings)
' Scripture',
# itory (44 firings)
'itory',
# crucifix (43 firings)
' crucifix',
# sabbath (41 firings)
' Sabbath',
# scriptur (40 firings)
' scriptures', ' Scriptures',
# apostl (37 firings)
' Apostles', ' apostles',
# discipl (35 firings)
' disciples',
# psychiatr (34 firings)
' Psychiatric',
# ment (34 firings)
'MENTS',
# remnant (32 firings)
' remnant',
# epist (32 firings)
' epist',
# afterlife (32 firings)
' afterlife',
# etim (30 firings)
'etimes',
# trilogy (29 firings)
' Trilogy',
# ospel (28 firings)
'ospels', 'ospel',
# aeu (25 firings)
'aeus',
# ist (24 firings)
'istence',
# savior (24 firings)
' Savior',
# ben (22 firings)
' Bened',
# ascii (21 firings)
' ASCII',
# pedia (21 firings)
'pedia',
# ibl (18 firings)
'iblical',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'content-family', 1
def prog_L02F21253(input_tokens):
"""15 token families, 17 surface forms (train F1 of the uncapped optimum: 0.814).
Fires at 1,443 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "mat" """
# --- end external annotation ---
fire = {
# mat (325 firings)
' mat', ' mats',
# knot (122 firings)
' knot',
# vine (86 firings)
' vine',
# antam (75 firings)
'antam',
# matrix (65 firings)
' matrix',
# proven (64 firings)
'proven',
# clot (61 firings)
' clot',
# pu (60 firings)
' pu', 'pu',
# nont (50 firings)
' nont',
# cum (34 firings)
' cum',
# patriarchy (33 firings)
' patriarchy',
# membrane (31 firings)
' membrane',
# cyt (26 firings)
' cyt',
# vin (23 firings)
' vines',
# ric (13 firings)
'rices',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mat-family', 1
def prog_L02F21254(input_tokens):
"""27 token families, 36 surface forms (train F1 of the uncapped optimum: 0.250).
Fires at 51,918 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to urination and its consequences"""
# --- end external annotation ---
fire = {
# ing (3,279 firings)
'ing', 'ings', 'inging', 'ingers',
# ed (1,406 firings)
'ed',
# ling (814 firings)
'ling',
# ion (649 firings)
'ions', 'ion', 'ioned',
# led (606 firings)
'led',
# est (597 firings)
'est', 'ested', 'esting',
# ation (584 firings)
'ation',
# nes (463 firings)
'ness',
# les (461 firings)
'les',
# ity (409 firings)
'ity',
# board (345 firings)
'board', 'boarding',
# bed (334 firings)
'bed',
# ging (313 firings)
'ging',
# ble (296 firings)
'ble', 'bles',
# ting (274 firings)
'ting',
# hed (237 firings)
'hed',
# ming (219 firings)
'ming',
# ps (200 firings)
'ps',
# king (199 firings)
'king',
# ted (173 firings)
'ted',
# ged (167 firings)
'ged',
# bing (163 firings)
'bing',
# che (154 firings)
'ches',
# ening (148 firings)
'ening',
# ured (143 firings)
'ured',
# ups (143 firings)
'ups',
# ms (137 firings)
'ms',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ing-family', 1
def prog_L02F21255(input_tokens):
"""48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.794).
Fires at 6,477 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to defamation and negative characterizations"""
# --- end external annotation ---
fire = {
# false (217 firings)
' falsely',
# slur (217 firings)
' slurs', ' slur',
# inaccurate (174 firings)
' inaccurate',
# dubi (168 firings)
' dubious',
# discredit (168 firings)
' discredit', ' discredited',
# hate (130 firings)
' hateful',
# hur (109 firings)
' hur',
# smear (106 firings)
' smear',
# crusade (101 firings)
' crusade',
# saint (101 firings)
' saint', ' saints',
# witch (101 firings)
' witch',
# hysteria (98 firings)
' hysteria',
# dispar (97 firings)
' dispar',
# brigade (93 firings)
' brigade',
# hurl (93 firings)
' hurled',
# libel (91 firings)
' libel',
# falsehood (90 firings)
' falsehood',
# ludicr (81 firings)
' ludicrous',
# bash (79 firings)
' bashing',
# derogatory (77 firings)
' derogatory',
# vile (77 firings)
' vile',
# scourge (76 firings)
' scourge',
# disinforma (73 firings)
' disinformation',
# accus (71 firings)
' accuser',
# thin (69 firings)
' thinly',
# unfound (68 firings)
' unfounded',
# marginal (68 firings)
' marginalized',
# untrue (65 firings)
' untrue',
# vil (63 firings)
' vil',
# featur (59 firings)
'Featured',
# shov (59 firings)
' shoved',
# baseles (57 firings)
' baseless',
# sack (57 firings)
' Sack',
# ridicul (57 firings)
' ridiculed',
# caricature (56 firings)
' caricature',
# tireless (54 firings)
' tirelessly',
# dismiss (51 firings)
' dismissive',
# despic (49 firings)
' despicable',
# skinn (49 firings)
'skinned',
# sland (48 firings)
' slander',
# sled (47 firings)
' sled',
# slime (47 firings)
' slime',
# orat (46 firings)
'orative',
# flatter (45 firings)
' flattering',
# "" (44 firings)
' ""',
# laugh (42 firings)
' laughable',
# sock (39 firings)
' sock',
# plast (37 firings)
' plaster',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'false-family', 1
def prog_L02F21256(input_tokens):
"""1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.939).
Fires at 39,904 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the presence of a specific character or symbol"""
# --- end external annotation ---
fire = {
# — (35,368 firings)
' —',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return '—-family', 1
def prog_L02F21257(input_tokens):
"""25 token families, 121 surface forms (train F1 of the uncapped optimum: 0.288).
Fires at 1,203,236 of 36,786,566 positions.
Fires at 3.27% of positions, and
token rules do not serve features this dense: median test F1 0.086
across the 37,173 features above 0.39% of positions, against 0.763 for
the 76,283 below 0.016%. Read this fire set as the best available
approximation, not as what the feature does."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: names of people and characters"""
# --- end external annotation ---
fire = {
# � (25,351 firings)
'�',
# i (8,040 firings)
' I', 'i', ' i',
# m (7,296 firings)
'm', ' M', 'M', ' m', ' Mé', ' Mü',
# s (7,249 firings)
'S', ' S', ' s', 'és', 'ás', 'ís',
# d (6,805 firings)
' D', 'D', 'd', ' d', ' dé',
# new (6,352 firings)
' New', ' News', 'new', 'News', ' NEW',
# b (5,463 firings)
' B', 'B', 'b', ' b',
# u (5,329 firings)
' U', 'u', 'U', ' u',
# k (5,048 firings)
' K', 'k', 'K', ' k',
# g (4,792 firings)
' G', 'G', 'g', ' g', ' Gö', ' μg',
# r (4,666 firings)
' R', 'R', 'r', ' r', 'ré', 'ör', 'ür', 'ér', ' ré', ' Ré',
# h (4,508 firings)
' H', 'h', 'H', ' h',
# e (4,390 firings)
' E', 'e', 'E', ' e', 'ée',
# c (4,366 firings)
'C', ' C', 'c', ' c', 'cé',
# f (4,226 firings)
' F', 'F', 'f', ' f',
# t (4,191 firings)
' T', 'T', ' t', 'ét',
# j (4,060 firings)
' J', 'j', 'J', ' j',
# a (3,809 firings)
' A', 'a', 'ía', 'ça', 'ña',
# l (3,771 firings)
' L', 'l', 'L', ' l', 'lé',
# n (3,734 firings)
' N', 'N', 'n', ' n', 'án', 'én', 'ön', 'ín',
# v (3,538 firings)
' V', 'V', 'v', ' v',
# state (3,528 firings)
' state', ' State', 'state', 'State', ' STATE',
# st (3,448 firings)
' St', 'st', ' st', 'ST', ' ST', 'St',
# american (3,435 firings)
' American', ' Americans', 'American', 'Americans',
# york (3,226 firings)
' York', ' Yorker', ' Yorkers', 'York',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return '�-family', 1
def prog_L02F21258(input_tokens):
"""45 token families, 60 surface forms (train F1 of the uncapped optimum: 0.533).
Fires at 21,121 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to climbing and climbers"""
# --- end external annotation ---
fire = {
# climb (735 firings)
' climbing', ' climb', ' climbed', ' climbers', ' climbs',
# trail (639 firings)
' trail', ' trails', ' Trail',
# mountain (346 firings)
' mountain',
# route (318 firings)
' route', 'Route',
# summit (312 firings)
' summit',
# hik (230 firings)
' hiking', ' hikers',
# peak (169 firings)
' Peak', ' peaks',
# glaci (161 firings)
' glacier', ' Glacier',
# tall (160 firings)
' tallest',
# guid (157 firings)
' guides', ' Guides', 'guided',
# stage (146 firings)
' Stage', 'Stage',
# rout (143 firings)
' routes',
# height (140 firings)
' heights',
# stack (137 firings)
'Stack',
# altitude (131 firings)
' altitude',
# ever (128 firings)
' Everest',
# estone (128 firings)
'estone',
# sharma (122 firings)
' Sharma',
# expedi (121 firings)
' expedition', ' Expedition',
# bryce (116 firings)
' Bryce',
# board (116 firings)
'boarding',
# ski (116 firings)
' skiing', ' ski',
# doyle (113 firings)
' Doyle',
# ador (113 firings)
'ador',
# div (108 firings)
' diving',
# harrow (98 firings)
' harrowing',
# fro (98 firings)
' Fro',
# summ (93 firings)
' summ',
# yosemite (93 firings)
' Yosemite',
# ancouv (93 firings)
'ancouver',
# gymn (92 firings)
' gymn',
# apse (92 firings)
'apse',
# gopro (90 firings)
' GoPro',
# survivor (87 firings)
' Survivor',
# astroph (86 firings)
' astroph',
# minimalist (84 firings)
' minimalist',
# dov (81 firings)
' Dover',
# ascent (78 firings)
' ascent',
# alp (75 firings)
' Alps',
# pine (73 firings)
'pine',
# appalachian (72 firings)
' Appalachian',
# pack (72 firings)
'packing',
# endish (71 firings)
'endish',
# shal (70 firings)
' Shal',
# bmc (65 firings)
' BMC',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'climb-family', 1
def prog_L02F21261(input_tokens):
"""7 token families, 10 surface forms (train F1 of the uncapped optimum: 0.626).
Fires at 9,990 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the position of Attorney General"""
# --- end external annotation ---
fire = {
# gener (5,585 firings)
' general', ' General', 'General', 'general',
# hi (448 firings)
'HI',
# uden (60 firings)
'uden',
# zin (59 firings)
' Zin',
# udeau (58 firings)
'udeau',
# advisor (56 firings)
' Advisor',
# xvi (37 firings)
' XVI',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'gener-family', 1
def prog_L02F21263(input_tokens):
"""50 token families, 54 surface forms (train F1 of the uncapped optimum: 0.756).
Fires at 10,726 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of specific brands, particularly 'Hut' in relation to Pizza Hut and associated contexts"""
# --- end external annotation ---
fire = {
# belong (324 firings)
' belonging',
# rank (213 firings)
'ranking',
# grown (185 firings)
'grown',
# ppy (170 firings)
'ppy',
# kai (152 firings)
' Kai', 'kai',
# hut (151 firings)
' Hut', ' hut',
# tit (142 firings)
' Tit',
# itsu (138 firings)
'itsu',
# number (137 firings)
' numbered', ' numbering', 'numbered',
# nato (129 firings)
' Nato',
# tort (125 firings)
' Tort',
# pris (124 firings)
'prising',
# ryan (121 firings)
'ryan',
# ppe (111 firings)
'ppe',
# ipel (104 firings)
'ipel',
# ivist (103 firings)
'ivist',
# ocalypt (102 firings)
'ocalyptic',
# shoot (98 firings)
'shoot',
# ien (91 firings)
'iens',
# kamp (88 firings)
' Kamp',
# pick (87 firings)
'picked',
# creep (86 firings)
' creeping',
# trickle (83 firings)
' trickle',
# facebook (83 firings)
'facebook',
# slav (81 firings)
' Slav',
# sprung (80 firings)
' sprung',
# ivism (80 firings)
'ivism',
# unmark (78 firings)
' unmarked',
# traumat (76 firings)
'traumatic',
# squad (74 firings)
' squads',
# tee (72 firings)
' tee',
# vigilante (72 firings)
' vigilante',
# humanoid (72 firings)
' humanoid',
# pod (71 firings)
' pods',
# filip (70 firings)
' Filip',
# orig (68 firings)
'orig',
# judic (64 firings)
'judicial',
# desert (64 firings)
' deserted',
# throp (61 firings)
'throp',
# tac (61 firings)
' Tac',
# knit (61 firings)
'knit',
# unci (59 firings)
'unci',
# heon (57 firings)
'heon',
# bark (56 firings)
' barking',
# houn (54 firings)
'houn',
# sprang (54 firings)
' sprang',
# homo (53 firings)
' Homo',
# jesuit (53 firings)
' Jesuit',
# bunk (50 firings)
' bunk',
# urn (49 firings)
'urnal',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'belong-family', 1
def prog_L02F21264(input_tokens):
"""10 token families, 13 surface forms (train F1 of the uncapped optimum: 0.901).
Fires at 3,836 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the word "Minnesota." """
# --- end external annotation ---
fire = {
# minnesota (1,747 firings)
' Minnesota', 'Minnesota',
# minneapoli (485 firings)
' Minneapolis',
# min (228 firings)
'MIN', ' MIN',
# twin (156 firings)
' Twins',
# mn (140 firings)
' MN', 'MN',
# pione (115 firings)
' Pioneer',
# timberwolv (90 firings)
' Timberwolves',
# dul (82 firings)
' Dul',
# jona (81 firings)
' Jonas',
# oph (42 firings)
'ophers',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'minnesota-family', 1
def prog_L02F21265(input_tokens):
"""40 token families, 48 surface forms (train F1 of the uncapped optimum: 0.873).
Fires at 3,757 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to fire or flames"""
# --- end external annotation ---
fire = {
# flam (564 firings)
' flames', ' Flames', ' flaming', ' Flam',
# flame (261 firings)
' flame', ' Flame', 'flame',
# fli (196 firings)
' flies', 'flies',
# burn (185 firings)
' Burning', 'burning', ' burner',
# fiery (171 firings)
' fiery',
# relega (130 firings)
' relegation',
# firefight (116 firings)
' firefighter',
# ako (102 firings)
'ako',
# kitty (95 firings)
' Kitty',
# boil (93 firings)
' boiling',
# ash (91 firings)
' ashes',
# lava (87 firings)
' lava',
# stove (84 firings)
' stove',
# torch (70 firings)
' torch',
# blaze (69 firings)
' Blaze',
# spark (66 firings)
' sparks',
# foam (65 firings)
' foam',
# fum (54 firings)
' fumes',
# agony (50 firings)
' agony',
# coil (50 firings)
' coil',
# vap (46 firings)
' vap',
# throttle (45 firings)
' throttle',
# moth (41 firings)
' moth',
# molten (40 firings)
' molten',
# orb (37 firings)
' orb',
# flicker (37 firings)
' flickering',
# stale (35 firings)
' stale',
# fly (35 firings)
'flying',
# retard (32 firings)
' retard',
# valve (32 firings)
' valve',
# 666 (31 firings)
'666',
# page (30 firings)
' PAGE',
# heat (25 firings)
' heater',
# akra (22 firings)
'akra',
# balloon (21 firings)
' Balloon',
# flare (17 firings)
' Flare',
# chi (17 firings)
' chi',
# coffin (14 firings)
' Coffin',
# flask (11 firings)
' Flask',
# nozzle (10 firings)
' nozzle',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'flam-family', 1
def prog_L02F21266(input_tokens):
"""49 token families, 50 surface forms (train F1 of the uncapped optimum: 0.815).
Fires at 6,454 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the term "Allah" and related proper nouns"""
# --- end external annotation ---
fire = {
# allah (216 firings)
'allah',
# iful (210 firings)
'iful', 'ifully',
# port (135 firings)
'porting',
# abil (117 firings)
'abil',
# atell (107 firings)
'atell',
# ubb (102 firings)
'ubb',
# orthern (101 firings)
'orthern',
# ampa (100 firings)
'ampa',
# georgian (99 firings)
' Georgian',
# establish (98 firings)
'establishment',
# apoli (97 firings)
'apolis',
# hawai (92 firings)
' Hawai',
# ulst (92 firings)
' Ulster',
# ο (82 firings)
'ο',
# ettle (82 firings)
'ettle',
# squash (79 firings)
' squash',
# ubby (76 firings)
'ubby',
# pay (74 firings)
'payers',
# hearty (71 firings)
' hearty',
# uku (71 firings)
'uku',
# boot (69 firings)
' booted',
# otent (67 firings)
'otent',
# nes (64 firings)
'NES',
# aho (62 firings)
'aho',
# ogl (59 firings)
'ogl',
# lah (59 firings)
'lah',
# enn (55 firings)
'ENN',
# atern (55 firings)
'aternal',
# emp (54 firings)
'emp',
# ues (54 firings)
'UES',
# uni (53 firings)
' Uni',
# dear (51 firings)
' dearly',
# icult (50 firings)
'icult',
# undo (50 firings)
'undo',
# rament (49 firings)
'rament',
# marrow (48 firings)
' marrow',
# anan (48 firings)
'anan',
# omal (48 firings)
'omal',
# mash (44 firings)
' mashed',
# ishop (44 firings)
'ishop',
# usalem (43 firings)
'usalem',
# idespread (41 firings)
'idespread',
# eem (40 firings)
'eem',
# %" (40 firings)
'%"',
# stretch (39 firings)
'stretched',
# rael (38 firings)
'rael',
# cessa (37 firings)
' cessation',
# youtu (37 firings)
'youtu',
# blob (37 firings)
' blob',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'allah-family', 1
def prog_L02F21269(input_tokens):
"""26 token families, 27 surface forms (train F1 of the uncapped optimum: 0.731).
Fires at 2,340 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "advent" and associated concepts"""
# --- end external annotation ---
fire = {
# advent (229 firings)
' advent', ' Advent',
# emerg (180 firings)
' emergence',
# demise (148 firings)
' demise',
# unct (131 firings)
'unct',
# uptick (89 firings)
' uptick',
# inces (78 firings)
' incess',
# prolifera (69 firings)
' proliferation',
# renaiss (67 firings)
' renaissance',
# voy (64 firings)
' voy',
# omnip (57 firings)
' omnip',
# att (55 firings)
' ATT',
# inten (49 firings)
' intens',
# ubiqu (30 firings)
' ubiqu',
# ============ (29 firings)
'============',
# diligent (28 firings)
' diligent',
# enact (28 firings)
' enactment',
# ======== (22 firings)
'========',
# recept (18 firings)
' recept',
# relent (17 firings)
' relent',
# pilgr (16 firings)
' pilgr',
# iss (15 firings)
'issance',
# inqui (13 firings)
' Inquis',
# was (13 firings)
' Wass',
# ustom (12 firings)
'ustomed',
# ====== (6 firings)
'======',
# tanz (6 firings)
' Tanz',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'advent-family', 1
def prog_L02F21270(input_tokens):
"""8 token families, 11 surface forms (train F1 of the uncapped optimum: 0.122).
Fires at 163,851 of 36,786,566 positions.
Fires at 0.45% of positions, and
token rules do not serve features this dense: median test F1 0.086
across the 37,173 features above 0.39% of positions, against 0.763 for
the 76,283 below 0.016%. Read this fire set as the best available
approximation, not as what the feature does."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: structured profile information and timestamps"""
# --- end external annotation ---
fire = {
# : (12,090 firings)
':', ' :',
# ! (2,426 firings)
'!', ' !',
# ] (842 firings)
']',
# ... (589 firings)
'...',
# i (528 firings)
' i',
# # (504 firings)
' #',
# so (465 firings)
' So',
# > (444 firings)
'>', ' >',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return ':-family', 1
def prog_L02F21271(input_tokens):
"""50 token families, 51 surface forms (train F1 of the uncapped optimum: 0.651).
Fires at 8,068 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to antivirus software and related security products"""
# --- end external annotation ---
fire = {
# iru (260 firings)
'irus',
# viru (215 firings)
' virus',
# cybersecur (162 firings)
' cybersecurity',
# auga (119 firings)
'auga',
# secur (117 firings)
'security',
# ipop (106 firings)
'ipop',
# iren (103 firings)
'irens', 'iren',
# eye (99 firings)
'Eye',
# corrup (95 firings)
'corruption',
# cola (95 firings)
'Cola',
# ifax (93 firings)
'ifax',
# lahoma (85 firings)
'lahoma',
# izzard (83 firings)
'izzard',
# aii (81 firings)
'aii',
# airlin (79 firings)
' airliner',
# iral (79 firings)
'iral',
# afee (74 firings)
'Afee',
# ash (72 firings)
'asher',
# ill (71 firings)
'illance',
# urity (68 firings)
'urity',
# aign (65 firings)
'aign',
# icator (63 firings)
'icator',
# sylvania (62 firings)
'sylvania',
# anye (61 firings)
'anye',
# enza (60 firings)
'enza',
# eware (59 firings)
'eware',
# sphere (58 firings)
'Sphere',
# ansa (53 firings)
'ansas',
# asion (52 firings)
'asion',
# phi (49 firings)
'phi',
# ervat (49 firings)
'ervative',
# alert (47 firings)
'Alert',
# inar (47 firings)
'inar',
# key (47 firings)
'keyes',
# antiv (47 firings)
' antiv',
# exe (42 firings)
'exe',
# ios (42 firings)
'iOS',
# forc (41 firings)
'forcer',
# wagen (41 firings)
'wagen',
# toxin (39 firings)
' toxin',
# warn (38 firings)
'warning',
# atellite (38 firings)
'atellite',
# encrypt (34 firings)
'encrypted',
# oxin (34 firings)
'oxin',
# oru (34 firings)
'oru',
# acter (31 firings)
'acterial',
# arette (31 firings)
'arette',
# eor (31 firings)
'eor',
# peria (30 firings)
'peria',
# rna (29 firings)
'RNA',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'iru-family', 1
def prog_L02F21273(input_tokens):
"""15 token families, 18 surface forms (train F1 of the uncapped optimum: 0.617).
Fires at 7,317 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to corporate executives"""
# --- end external annotation ---
fire = {
# execut (2,315 firings)
' executive', ' executives',
# manag (531 firings)
' managers',
# boss (261 firings)
' bosses',
# ceo (236 firings)
' CEOs', 'CEO',
# rank (223 firings)
'ranking',
# exec (219 firings)
' exec', ' Exec',
# bras (128 firings)
' brass',
# ager (116 firings)
'agers',
# sts (109 firings)
'sts',
# businessmen (80 firings)
' businessmen',
# porate (75 firings)
'porate',
# grinn (48 firings)
' grinning',
# superior (44 firings)
' superiors',
# deliberation (40 firings)
' deliberations',
# fram (19 firings)
'frames',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'execut-family', 1
def prog_L02F21274(input_tokens):
"""27 token families, 28 surface forms (train F1 of the uncapped optimum: 0.756).
Fires at 2,941 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: phrases indicating exaggeration or extreme states, particularly involving the term "blown." """
# --- end external annotation ---
fire = {
# blown (427 firings)
' blown', 'blown',
# ack (255 firings)
'acked',
# rigg (144 firings)
' rigged',
# bust (131 firings)
' busted',
# rought (121 firings)
'rought',
# gone (95 firings)
'gone',
# haul (80 firings)
' hauled',
# fledg (79 firings)
'fledged',
# flo (74 firings)
' flo',
# lat (69 firings)
' Latest',
# borne (61 firings)
' borne',
# ylan (60 firings)
'ylan',
# hom (59 firings)
' homer',
# bring (51 firings)
'bring',
# ump (50 firings)
'umped',
# flung (48 firings)
' flung',
# terr (48 firings)
' Terr',
# afar (47 firings)
' afar',
# game (44 firings)
' GAME',
# rattl (43 firings)
' rattled',
# red (33 firings)
'redible',
# urr (33 firings)
'urred',
# boob (25 firings)
' boobs',
# lar (22 firings)
' LAR',
# tit (18 firings)
' tits',
# ali (10 firings)
' ali',
# uge (9 firings)
'UGE',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'blown-family', 1
def prog_L02F21275(input_tokens):
"""48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.791).
Fires at 4,815 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: specific names or terms associated with bicycles and their comparison to luxury automotive brands"""
# --- end external annotation ---
fire = {
# bull (197 firings)
' Bull',
# role (184 firings)
' Role', 'Role',
# bott (141 firings)
' Bott', 'Bott',
# oval (133 firings)
'oval',
# rov (122 firings)
' Rover',
# carlo (118 firings)
' Carlo',
# subpoen (111 firings)
' subpoen',
# mot (106 firings)
'Mot', 'mot',
# concept (105 firings)
' Concept',
# agne (104 firings)
'agne',
# barg (104 firings)
' barg',
# borgh (91 firings)
'borgh',
# wyn (90 firings)
' Wyn',
# wolfgang (89 firings)
' Wolfgang',
# nikov (88 firings)
'nikov',
# bring (76 firings)
'bring',
# lest (74 firings)
'lest',
# obyl (73 firings)
'obyl',
# lat (72 firings)
'latable',
# romeo (71 firings)
' Romeo',
# viol (70 firings)
' viol',
# christ (69 firings)
' christ',
# funk (68 firings)
' Funk',
# quila (67 firings)
'quila',
# dread (66 firings)
' Dread',
# giul (60 firings)
' Giul',
# okia (52 firings)
'okia',
# iov (51 firings)
'iov',
# conserv (51 firings)
' conserv',
# brainstorm (49 firings)
' brainstorm',
# flag (49 firings)
' Flags',
# resusc (48 firings)
' resusc',
# rosso (43 firings)
'rosso',
# bag (37 firings)
'bags',
# surn (35 firings)
' surn',
# frankenstein (33 firings)
' Frankenstein',
# auld (32 firings)
'auld',
# biod (31 firings)
' biod',
# stro (31 firings)
'stros',
# tag (31 firings)
' TAG',
# fernand (29 firings)
' Fernand',
# quarrel (26 firings)
' quarrel',
# etsk (22 firings)
'etsk',
# ythm (22 firings)
'ythm',
# []; (20 firings)
' [];',
# undai (18 firings)
'undai',
# itar (17 firings)
'itars',
# awei (17 firings)
'awei',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bull-family', 1
def prog_L02F21277(input_tokens):
"""8 token families, 10 surface forms (train F1 of the uncapped optimum: 0.824).
Fires at 3,704 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to boys and discussions about their experiences or treatment"""
# --- end external annotation ---
fire = {
# boy (1,575 firings)
' boys', ' Boys', 'boys',
# son (342 firings)
' sons',
# oys (219 firings)
'oys',
# youth (200 firings)
' youths',
# ule (130 firings)
'ules',
# romeo (78 firings)
' Romeo',
# masculin (63 firings)
' masculinity',
# naughty (47 firings)
' naughty',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'boy-family', 1
def prog_L02F21278(input_tokens):
"""37 token families, 53 surface forms (train F1 of the uncapped optimum: 0.792).
Fires at 6,444 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "Lead" in various contexts"""
# --- end external annotation ---
fire = {
# lead (1,987 firings)
' lead', 'Lead', ' Lead', 'leading', ' Leaders', 'leader', 'leaders', ' Leading', 'Leader', 'lead',
# far (343 firings)
'Far', 'far',
# develop (230 firings)
'Develop', 'develop',
# metal (173 firings)
' metals',
# le (173 firings)
' LE',
# leadership (157 firings)
' Leadership',
# fail (149 firings)
' Fail', 'fail', 'Fail',
# carry (140 firings)
'carry', ' Carry',
# ryan (121 firings)
'ryan',
# charg (111 firings)
'charging', 'charges',
# lish (109 firings)
'lish',
# mastermind (105 firings)
' mastermind',
# jungle (100 firings)
' Jungle',
# gam (99 firings)
'Gam',
# associate (96 firings)
' Associate',
# leave (96 firings)
' Leave',
# bronze (90 firings)
' Bronze',
# snip (74 firings)
' Sniper',
# ustain (68 firings)
'ustain',
# thal (67 firings)
'thal',
# remain (65 firings)
' Remain',
# influ (64 firings)
' Influence', ' Influ',
# keep (58 firings)
'keep',
# arsen (49 firings)
' arsenic',
# organ (47 firings)
'organic',
# liaison (43 firings)
' liaison',
# lain (41 firings)
'lain',
# intend (38 firings)
'intend',
# rouch (37 firings)
'rouch',
# inh (37 firings)
' inher',
# cs (35 firings)
'Cs',
# subordinat (34 firings)
' subordinates',
# nurtur (33 firings)
' nurturing',
# subcontract (32 firings)
' subcontract',
# discus (32 firings)
'Discuss',
# submit (30 firings)
' Submit',
# _____ (29 firings)
'_____',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'lead-family', 1
def prog_L02F21279(input_tokens):
"""18 token families, 19 surface forms (train F1 of the uncapped optimum: 0.864).
Fires at 1,557 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of a specific name, primarily "Gibson." """
# --- end external annotation ---
fire = {
# gibson (279 firings)
' Gibson',
# garrett (150 firings)
' Garrett',
# gib (131 firings)
' Gib',
# graphene (122 firings)
' graphene',
# gibb (101 firings)
' Gibbs',
# guitar (89 firings)
' guitars',
# cobb (84 firings)
' Cobb',
# grap (63 firings)
' grapes',
# pagan (49 firings)
' Pagan',
# repr (49 firings)
' repr',
# 335 (42 firings)
'335', ' 335',
# rhino (33 firings)
' Rhino',
# 336 (26 firings)
'336',
# tradi (25 firings)
' Tradition',
# complex (24 firings)
'complex',
# ythm (20 firings)
'ythm',
# 363 (15 firings)
'363',
# 358 (10 firings)
'358',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'gibson-family', 1
def prog_L02F21280(input_tokens):
"""32 token families, 46 surface forms (train F1 of the uncapped optimum: 0.354).
Fires at 34,906 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to environmental organizations and activism"""
# --- end external annotation ---
fire = {
# group (3,066 firings)
' group', ' groups',
# organ (757 firings)
' organization', ' organisation',
# campaign (609 firings)
' campaigners', ' Campaign', ' campaigner', 'Campaign',
# activist (527 firings)
' activists',
# union (416 firings)
' union', ' unions',
# matt (413 firings)
' Matter', ' Matters',
# peti (357 firings)
' petition',
# tank (311 firings)
' tank', 'tank',
# organization (303 firings)
' organizations', ' Organizations',
# watch (284 firings)
' Watch',
# advocat (279 firings)
' advocates',
# 350 (277 firings)
' 350',
# test (257 firings)
'testers', 'test',
# alli (216 firings)
' Alliance',
# against (192 firings)
' Against',
# action (183 firings)
' Action',
# progres (176 firings)
' Progress', 'Progress',
# fight (159 firings)
'fighters', ' Fighters', 'Fight',
# month (145 firings)
' Month',
# protest (137 firings)
' protesting',
# environmentalist (132 firings)
' environmentalists',
# advocacy (129 firings)
' advocacy',
# for (124 firings)
'forest',
# greenpeace (118 firings)
' Greenpeace',
# equal (118 firings)
' Equality',
# choice (116 firings)
'choice', 'Choice',
# peace (107 firings)
'peace',
# mobil (100 firings)
'Mobil',
# crusade (98 firings)
' crusade',
# bust (96 firings)
'busters',
# amnesty (96 firings)
' Amnesty',
# right (95 firings)
'rights',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'group-family', 1
def prog_L02F21282(input_tokens):
"""49 token families, 56 surface forms (train F1 of the uncapped optimum: 0.865).
Fires at 11,215 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to specific names or entities related to a particular topic, particularly focusing on occurrences of "Ley" and "Gale." """
# --- end external annotation ---
fire = {
# sourc (396 firings)
'Sources', ' Sources',
# angel (337 firings)
' ANGEL',
# journ (240 firings)
'Journal',
# ila (233 firings)
'ILA',
# pastebin (227 firings)
' Pastebin',
# county (218 firings)
' COUNTY',
# horror (207 firings)
' Horror',
# writ (184 firings)
' writ', 'Writ', 'writ', ' Writ',
# agar (155 firings)
'agar',
# tal (145 firings)
' Tales',
# confin (137 firings)
' confined',
# lit (137 firings)
' Lit', ' liter',
# lantern (128 firings)
' Lantern', ' lantern',
# lionel (127 firings)
' Lionel',
# ocy (127 firings)
'ocy',
# crowley (120 firings)
' Crowley',
# edia (119 firings)
'edia',
# carlo (118 firings)
' Carlo',
# iegel (118 firings)
'iegel',
# ن (114 firings)
'ن',
# gerry (111 firings)
' Gerry',
# illust (111 firings)
' Illust',
# gazette (106 firings)
' Gazette',
# kier (105 firings)
' Kier',
# igel (101 firings)
'igel',
# labyrinth (97 firings)
' labyrinth', ' Labyrinth',
# kelley (95 firings)
' Kelley',
# gerard (91 firings)
' Gerard',
# org (88 firings)
' org',
# olivi (87 firings)
' Olivier',
# cecil (87 firings)
' Cecil',
# lori (83 firings)
' Lori',
# obar (83 firings)
'obar',
# gen (81 firings)
' gener',
# libel (81 firings)
' libel',
# analysi (81 firings)
'analysis',
# ange (80 firings)
' Ange',
# igor (80 firings)
' Igor',
# weld (78 firings)
' Weld',
# lag (77 firings)
'lag',
# glean (76 firings)
' glean',
# gale (76 firings)
' Gale',
# worcest (75 firings)
' Worcester',
# alg (75 firings)
'alg',
# holo (75 firings)
' Holo',
# falsehood (72 firings)
' falsehood',
# lymph (71 firings)
' lymph',
# ley (62 firings)
' Ley',
# gist (62 firings)
' gist',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'sourc-family', 1
def prog_L02F21283(input_tokens):
"""19 token families, 25 surface forms (train F1 of the uncapped optimum: 0.770).
Fires at 3,074 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "Bear." """
# --- end external annotation ---
fire = {
# bear (1,068 firings)
' bear', ' Bear', 'bear', 'Bear', 'bearing', ' bearings', ' Bearing',
# horse (196 firings)
' Horse',
# relat (151 firings)
' Related',
# lete (108 firings)
'lete',
# beav (106 firings)
' Beaver',
# boone (100 firings)
' Boone',
# panda (75 firings)
' Panda',
# fly (75 firings)
'Fly',
# ogle (67 firings)
'ogle',
# cave (67 firings)
' Cave',
# mare (62 firings)
' Mare',
# rate (62 firings)
' Rate',
# sheep (42 firings)
' Sheep',
# bal (41 firings)
' Balance',
# owl (36 firings)
' Owl',
# coat (22 firings)
' Coat',
# fancy (16 firings)
' Fancy',
# 875 (13 firings)
'875',
# 625 (12 firings)
'625',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bear-family', 1
def prog_L02F21284(input_tokens):
"""16 token families, 18 surface forms (train F1 of the uncapped optimum: 0.840).
Fires at 1,658 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to consciousness and awareness"""
# --- end external annotation ---
fire = {
# consci (403 firings)
' conscious', 'conscious', ' Conscious',
# beh (124 firings)
' Beh',
# ciou (114 firings)
'cious',
# collect (78 firings)
' Collective',
# nak (76 firings)
' Naked',
# think (69 firings)
'thinking',
# nath (65 firings)
' Nath',
# bee (63 firings)
'bees',
# conscious (60 firings)
' consciously',
# mind (58 firings)
' mindful',
# oblivi (56 firings)
' oblivious',
# conscienti (44 firings)
' conscientious',
# will (43 firings)
' willingly',
# unwitt (26 firings)
' unwitting',
# clip (14 firings)
'clip',
# aware (9 firings)
' Aware',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'consci-family', 1
def prog_L02F21286(input_tokens):
"""50 token families, 52 surface forms (train F1 of the uncapped optimum: 0.754).
Fires at 11,603 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the concept of recognition or recognizability"""
# --- end external annotation ---
fire = {
# unidentif (340 firings)
' unidentified',
# distinct (285 firings)
' distinctive', ' distinctly',
# convinc (274 firings)
' convincing', ' convinc',
# standout (165 firings)
' standout',
# tale (164 firings)
'tale',
# recogniz (154 firings)
' recognizable',
# handsome (149 firings)
' handsome',
# proportion (145 firings)
' proportions',
# siz (140 firings)
' sizable',
# notice (135 firings)
' noticeable',
# unnotic (134 firings)
' unnoticed',
# color (117 firings)
'colored',
# intimidat (114 firings)
' intimidating',
# akable (104 firings)
'akable',
# visib (103 firings)
' visibly',
# resembl (103 firings)
' resemblance',
# cameo (94 firings)
' cameo',
# metall (94 firings)
' metallic',
# look (89 firings)
'Looks',
# wembley (89 firings)
' Wembley',
# undergone (87 firings)
' undergone',
# vanessa (82 firings)
' Vanessa',
# icab (82 firings)
'icably',
# unmist (81 firings)
' unmist',
# sound (79 firings)
'sounding',
# flashy (78 firings)
' flashy',
# swast (77 firings)
' swast',
# humanoid (74 firings)
' humanoid',
# isable (72 firings)
'isable',
# demeanor (72 firings)
' demeanor',
# pig (71 firings)
' Pig',
# inexplic (67 firings)
' inexplicable',
# like (66 firings)
' likeness',
# menac (66 firings)
' menacing',
# undeniab (65 firings)
' undeniably',
# pleas (65 firings)
' pleasing',
# identifi (62 firings)
' identifiable',
# ark (62 firings)
'arkable',
# unrecogn (61 firings)
' unrecogn',
# iform (61 firings)
'iform',
# shal (61 firings)
' Shal',
# cade (61 firings)
'cade',
# icable (60 firings)
'icable',
# noticeab (59 firings)
' noticeably',
# catch (59 firings)
'catching',
# strik (58 firings)
' strikingly',
# size (57 firings)
' sizeable',
# mark (56 firings)
' markedly',
# izable (55 firings)
'izable',
# express (55 firings)
' expressive',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'unidentif-family', 1
def prog_L02F21287(input_tokens):
"""29 token families, 37 surface forms (train F1 of the uncapped optimum: 0.583).
Fires at 9,642 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of podcasts"""
# --- end external annotation ---
fire = {
# podcast (1,118 firings)
' podcast', ' Podcast', ' podcasts', 'podcast',
# episode (827 firings)
' episode', 'Episode',
# comic (609 firings)
' comics',
# sitcom (264 firings)
' sitcom',
# host (255 firings)
'host',
# listen (252 firings)
' listeners', ' listener',
# subreddit (158 firings)
' subreddit', ' subreddits',
# itun (144 firings)
' iTunes',
# pod (141 firings)
' pod', 'pod',
# livestream (125 firings)
' livestream',
# showtime (117 firings)
' Showtime',
# ebook (115 firings)
' ebook', ' eBook',
# cript (113 firings)
'cript',
# posium (112 firings)
'posium',
# xm (87 firings)
'XM',
# camp (75 firings)
'camp',
# ixtape (73 firings)
'ixtape',
# radio (53 firings)
'radio',
# microbiome (52 firings)
' microbiome',
# rint (48 firings)
'rint',
# ipeg (48 firings)
'ipeg',
# odcast (41 firings)
'odcast',
# mp (36 firings)
' mp',
# cast (35 firings)
'CAST',
# comedian (30 firings)
' comedians',
# poultry (29 firings)
' poultry',
# obook (28 firings)
'obook',
# inar (27 firings)
'inar',
# itch (26 firings)
'itcher',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'podcast-family', 1
def prog_L02F21290(input_tokens):
"""2 token families, 3 surface forms (train F1 of the uncapped optimum: 0.763).
Fires at 12,433 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: repeated mentions of "weeks." """
# --- end external annotation ---
fire = {
# week (7,482 firings)
' weeks', ' Weeks',
# eks (183 firings)
'eks',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'week-family', 1
def prog_L02F21291(input_tokens):
"""13 token families, 15 surface forms (train F1 of the uncapped optimum: 0.878).
Fires at 14,591 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the prefix "al." """
# --- end external annotation ---
fire = {
# al (10,473 firings)
'al', 'AL',
# uclear (250 firings)
'uclear',
# atal (173 firings)
'atal',
# cal (153 firings)
'cal',
# chal (141 firings)
' Chal', 'chal',
# lal (126 firings)
' Lal',
# dal (74 firings)
'dal',
# shal (70 firings)
' Shal',
# tal (69 firings)
'tal',
# onal (50 firings)
'onal',
# adal (46 firings)
'adal',
# alm (45 firings)
'alm',
# alam (44 firings)
'alam',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'al-family', 1
def prog_L02F21292(input_tokens):
"""34 token families, 37 surface forms (train F1 of the uncapped optimum: 0.908).
Fires at 2,249 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to potatoes"""
# --- end external annotation ---
fire = {
# potato (483 firings)
' potato', ' potatoes', ' Potato',
# vodka (130 firings)
' vodka',
# ti (121 firings)
'ti',
# fri (110 firings)
' fries',
# ulst (91 firings)
' Ulster',
# buchanan (90 firings)
' Buchanan',
# shiite (81 firings)
' Shiite',
# dominion (73 firings)
' Dominion',
# ato (72 firings)
'atoes',
# 570 (64 firings)
' 570', '570',
# presbyterian (63 firings)
' Presbyterian',
# transistor (60 firings)
' transistor',
# livingston (60 firings)
' Livingston',
# saturday (60 firings)
' Saturdays',
# turnov (46 firings)
' turnovers',
# pea (46 firings)
' peas',
# mash (44 firings)
' mashed',
# taste (39 firings)
' Taste',
# odka (33 firings)
'odka',
# potassium (31 firings)
' potassium',
# par (29 firings)
' PAR',
# term (28 firings)
'Term',
# ots (26 firings)
'OTS',
# beet (25 firings)
' beet',
# starch (23 firings)
' starch',
# pit (21 firings)
' PIT',
# iodine (19 firings)
' iodine',
# otide (12 firings)
'otide',
# 486 (12 firings)
'486',
# tub (10 firings)
' tuber',
# put (10 firings)
'puter',
# sodium (8 firings)
' Sodium',
# 481 (8 firings)
'481',
# assium (7 firings)
'assium',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'potato-family', 1
def prog_L02F21293(input_tokens):
"""10 token families, 13 surface forms (train F1 of the uncapped optimum: 0.691).
Fires at 5,538 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of vote counts associated with various entities"""
# --- end external annotation ---
fire = {
# vot (1,831 firings)
' votes', ' Votes', 'votes',
# ballot (335 firings)
' ballots',
# vote (335 firings)
' Vote', 'vote',
# che (124 firings)
' cheers',
# thumb (111 firings)
' thumbs',
# sin (78 firings)
' sins',
# precinct (66 firings)
' precincts',
# ote (38 firings)
'OTE',
# nod (33 firings)
' nods',
# glanc (20 firings)
' glances',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'vot-family', 1
def prog_L02F21297(input_tokens):
"""19 token families, 22 surface forms (train F1 of the uncapped optimum: 0.860).
Fires at 4,454 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the term "Valley." """
# --- end external annotation ---
fire = {
# valley (2,054 firings)
' Valley', ' valley', ' valleys',
# province (249 firings)
' Province',
# vale (173 firings)
' Vale', 'vale',
# basin (121 firings)
' Basin',
# marin (121 firings)
' Marin',
# peninsula (120 firings)
' Peninsula',
# alto (107 firings)
' Alto',
# vista (103 firings)
' Vista',
# paradise (100 firings)
' Paradise',
# olia (98 firings)
'olia',
# prairie (75 firings)
' Prairie',
# junc (68 firings)
' Junction',
# ley (66 firings)
'LEY',
# sylvania (61 firings)
'sylvania',
# footh (51 firings)
' footh',
# val (44 firings)
' VAL',
# orporat (39 firings)
'orporated',
# min (24 firings)
' Mines',
# ashtra (16 firings)
'ashtra',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'valley-family', 1
def prog_L02F21298(input_tokens):
"""23 token families, 25 surface forms (train F1 of the uncapped optimum: 0.813).
Fires at 2,735 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: repeated references to "outfit" in various contexts"""
# --- end external annotation ---
fire = {
# outfit (605 firings)
' outfit', ' outfits',
# ond (154 firings)
'OND',
# apparel (124 firings)
' apparel',
# ensemble (111 firings)
' ensemble',
# clad (102 firings)
'clad',
# manor (100 firings)
' Manor',
# suit (89 firings)
' Suit',
# attire (82 firings)
' attire',
# pair (80 firings)
' pairing',
# itton (78 firings)
'itton',
# establish (77 firings)
' Establishment',
# mand (71 firings)
' Mandal',
# sik (56 firings)
' Sik',
# gear (50 firings)
'gear',
# param (46 firings)
' Param', 'Param',
# fit (45 firings)
'fits',
# encia (43 firings)
'encia',
# met (29 firings)
'MET',
# enchant (26 firings)
' enchant',
# !/ (19 firings)
'!/',
# efeat (18 firings)
'efeated',
# jacket (17 firings)
' Jacket',
# acer (8 firings)
'acers',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'outfit-family', 1
def prog_L02F21299(input_tokens):
"""26 token families, 32 surface forms (train F1 of the uncapped optimum: 0.740).
Fires at 3,769 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "eter" and its various forms or usages in different contexts"""
# --- end external annotation ---
fire = {
# eter (779 firings)
'eter', 'eters',
# met (325 firings)
' meter', 'meter', ' Meter',
# simp (218 firings)
' Simply', 'Simply',
# ter (185 firings)
'TER',
# het (130 firings)
' heter', 'heter',
# ician (102 firings)
'ician',
# thu (97 firings)
'thus',
# synth (85 firings)
' synth',
# eper (76 firings)
'eper',
# ofer (71 firings)
'ofer',
# per (65 firings)
'PER', 'pering',
# etermin (58 firings)
'etermined',
# μ (49 firings)
'μ',
# act (43 firings)
'acter',
# rosse (41 firings)
'rosse',
# acteria (34 firings)
'acteria',
# reshold (31 firings)
'reshold',
# ifl (31 firings)
'ifled',
# property (29 firings)
'Property',
# verse (29 firings)
'versely',
# sensor (22 firings)
' Sensor',
# erv (19 firings)
'erver',
# ianc (18 firings)
'iances',
# istor (15 firings)
'istor',
# det (12 firings)
' Deter',
# ens (11 firings)
'enser',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'eter-family', 1