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sae_token_programs / programs /layer02 /21 /L02_F21700-21799.py
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"""GPT-2 SAE last-token programs, layer 2 -- features 21700 to 21799 (85 programs).
One function per SAE feature. Grouped 100 to a file so the set stays browsable;
the programs themselves are unchanged.
"""
def prog_L02F21700(input_tokens):
"""29 token families, 32 surface forms (train F1 of the uncapped optimum: 0.709).
Fires at 3,335 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to stairs and staircases"""
# --- end external annotation ---
fire = {
# step (291 firings)
' steps',
# stair (248 firings)
' stairs', ' stair', 'stairs',
# surrey (160 firings)
' Surrey',
# riverside (160 firings)
' Riverside',
# hallway (114 firings)
' hallway',
# balcony (106 firings)
' balcony',
# air (102 firings)
'airs',
# esc (98 firings)
' escal',
# hatch (95 firings)
' hatch',
# stove (89 firings)
' stove',
# slope (78 firings)
' slope',
# slop (75 firings)
' slopes',
# ramp (66 firings)
' ramps',
# staircase (61 firings)
' staircase',
# doorway (56 firings)
' doorway',
# rail (50 firings)
' railing',
# broccoli (49 firings)
' broccoli',
# flo (46 firings)
' Flo', 'Flo',
# rouch (37 firings)
'rouch',
# add (36 firings)
'adders',
# para (33 firings)
' paras',
# broom (31 firings)
' broom',
# diagon (27 firings)
' diagonal',
# achieve (27 firings)
' Achievement',
# balcon (26 firings)
' balcon',
# slow (23 firings)
'slow',
# annex (21 firings)
' Annex',
# ivari (11 firings)
'ivari',
# ascend (10 firings)
' ascending',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'step-family', 1
def prog_L02F21702(input_tokens):
"""47 token families, 60 surface forms (train F1 of the uncapped optimum: 0.846).
Fires at 11,610 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: proper nouns and specific names, particularly related to individuals and organizations"""
# --- end external annotation ---
fire = {
# lin (431 firings)
'LIN', 'liners', ' lin', 'Lin', ' LIN',
# rodrigo (266 firings)
' Rodrigo',
# nvidia (257 firings)
' NVIDIA', 'NVIDIA',
# actor (196 firings)
' Actor', 'Actor',
# social (193 firings)
' socially',
# snip (190 firings)
' sniper', ' Sniper',
# unsure (169 firings)
' unsure',
# ld (160 firings)
'LD', ' LD',
# jd (149 firings)
' JD', 'JD',
# dustin (139 firings)
' Dustin',
# lds (139 firings)
' LDS',
# genr (136 firings)
' genres',
# enrique (134 firings)
' Enrique',
# scor (133 firings)
' scorer',
# gren (127 firings)
'gren',
# com (127 firings)
' comed', ' Comed',
# alcohol (119 firings)
' alcoholic',
# n (117 firings)
'én',
# solo (114 firings)
' Solo',
# jok (111 firings)
' joking',
# orpg (109 firings)
'ORPG',
# offline (108 firings)
'Offline',
# strang (107 firings)
' Stranger',
# suk (106 firings)
' Suk',
# fac (104 firings)
' Fac', 'Fac', 'fac',
# eleven (102 firings)
' Eleven',
# accel (101 firings)
' acceler',
# eng (98 firings)
'ENG',
# lapd (96 firings)
' LAPD',
# acre (92 firings)
' acre',
# lectur (89 firings)
' lecturer',
# garc (84 firings)
' Garc',
# esson (81 firings)
'esson',
# strength (75 firings)
' Strength', 'strength',
# winn (74 firings)
' Winners',
# gaard (74 firings)
'gaard',
# age (72 firings)
'agement',
# presidency (72 firings)
' Presidency',
# coff (69 firings)
' Coff',
# twent (69 firings)
' twenties',
# oso (67 firings)
'oso',
# eyel (65 firings)
' eyel',
# neurosci (61 firings)
' Neuroscience',
# synchron (59 firings)
' synchron',
# sarcast (58 firings)
' sarcastic',
# old (57 firings)
' Older',
# tranquil (54 firings)
' tranquil',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'lin-family', 1
def prog_L02F21703(input_tokens):
"""11 token families, 15 surface forms (train F1 of the uncapped optimum: 0.749).
Fires at 2,166 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: phrases indicating intention or purpose"""
# --- end external annotation ---
fire = {
# intend (766 firings)
' intends', ' intend', ' intending', 'intend',
# expect (401 firings)
' expects',
# contemplat (113 firings)
' contemplating', ' contemplated',
# anticipate (66 firings)
' anticipate',
# contemplate (31 firings)
' contemplate',
# specialize (23 firings)
' specialize',
# imperium (16 firings)
' Imperium',
# >= (14 firings)
' >=',
# iffe (14 firings)
'iffe',
# recomm (12 firings)
' recomm',
# mington (8 firings)
'mington',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'intend-family', 1
def prog_L02F21705(input_tokens):
"""7 token families, 11 surface forms (train F1 of the uncapped optimum: 0.802).
Fires at 2,558 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to profit in various contexts"""
# --- end external annotation ---
fire = {
# profit (1,470 firings)
' profit', ' profits', ' profitable', ' profitability', ' Profit',
# through (158 firings)
'through',
# fit (115 firings)
'fit',
# orgasm (46 firings)
' orgasm',
# ward (39 firings)
'WARD',
# prosp (36 firings)
' prosper',
# link (22 firings)
' LINK',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'profit-family', 1
def prog_L02F21706(input_tokens):
"""2 token families, 3 surface forms (train F1 of the uncapped optimum: 0.849).
Fires at 2,326 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: dates, specifically focusing on the month of September"""
# --- end external annotation ---
fire = {
# sept (1,670 firings)
' Sept', 'Sept',
# thur (45 firings)
' Thurs',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'sept-family', 1
def prog_L02F21707(input_tokens):
"""38 token families, 38 surface forms (train F1 of the uncapped optimum: 0.825).
Fires at 2,294 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to the concept of redistribution of wealth and resources"""
# --- end external annotation ---
fire = {
# societ (123 firings)
' societal',
# gerry (111 firings)
' Gerry',
# redist (103 firings)
' redist',
# wealth (93 firings)
' Wealth',
# benef (84 firings)
' benef',
# recapt (84 firings)
' recapt',
# edu (81 firings)
' Edu',
# confisc (79 firings)
' confisc',
# ribute (73 firings)
'ribute',
# reorgan (72 firings)
' reorgan',
# rew (70 firings)
' Rew',
# decentr (60 firings)
' decentral',
# relativ (59 firings)
' relativity',
# repatri (48 firings)
' repatri',
# disp (46 firings)
' dispers',
# scholarship (43 firings)
' Scholarship',
# redistribu (35 firings)
' redistribution',
# reprodu (35 firings)
' Reprodu',
# redres (33 firings)
' redress',
# delta (33 firings)
' delta',
# generous (33 firings)
' generously',
# rict (33 firings)
'ricting',
# ugen (32 firings)
'ugen',
# rac (31 firings)
' Racial',
# rede (27 firings)
' rede',
# yr (27 firings)
'YR',
# sprit (26 firings)
' sprites',
# sprite (24 firings)
' sprite',
# displ (23 firings)
' displ',
# insofar (19 firings)
' insofar',
# recomp (19 firings)
' recomp',
# timet (14 firings)
' timet',
# idem (14 firings)
'idem',
# distribut (13 firings)
' distribut',
# emancipa (12 firings)
' emancipation',
# antid (11 firings)
' antid',
# emanc (10 firings)
' emanc',
# statist (9 firings)
' statist',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'societ-family', 1
def prog_L02F21708(input_tokens):
"""28 token families, 32 surface forms (train F1 of the uncapped optimum: 0.903).
Fires at 2,366 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the abbreviation "vi" and its variations"""
# --- end external annotation ---
fire = {
# vi (673 firings)
'vi', 'VI', ' VI', ' vi', 'Vi',
# wi (158 firings)
' WI',
# vega (116 firings)
' Vega',
# venth (93 firings)
'venth',
# si (89 firings)
' si',
# xi (83 firings)
'xi',
# abbrevi (83 firings)
' abbrevi',
# ovi (79 firings)
'ovi',
# eka (71 firings)
'eka',
# igne (69 firings)
'igne',
# vid (60 firings)
'vid',
# vir (56 firings)
'vir',
# canc (54 firings)
'cancer',
# illin (47 firings)
'illin',
# viru (42 firings)
' Virus',
# qv (37 firings)
'qv',
# ivia (33 firings)
'ivia',
# via (31 firings)
'viation',
# eluc (27 firings)
' eluc',
# vii (25 firings)
'VII',
# vl (24 firings)
'VL',
# krug (14 firings)
' Krug',
# 601 (12 firings)
' 601',
# ivari (11 firings)
'ivari',
# ギ (9 firings)
'ギ',
# indra (8 firings)
' Indra',
# qiao (8 firings)
' Qiao',
# ongev (6 firings)
'ongevity',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'vi-family', 1
def prog_L02F21709(input_tokens):
"""50 token families, 53 surface forms (train F1 of the uncapped optimum: 0.875).
Fires at 10,109 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: proper nouns, particularly names"""
# --- end external annotation ---
fire = {
# eva (202 firings)
'EVA', ' Eva', 'eva', 'Eva',
# speedway (160 firings)
' Speedway',
# alexa (151 firings)
' Alexa',
# essa (141 firings)
'essa',
# maggie (138 firings)
' Maggie',
# nikki (130 firings)
' Nikki',
# flor (130 firings)
' Florence',
# yson (129 firings)
'yson',
# sergei (126 firings)
' Sergei',
# daytona (122 firings)
' Daytona',
# luna (120 firings)
' Luna',
# olivia (118 firings)
' Olivia',
# ador (115 firings)
' adorable',
# lisbon (107 firings)
' Lisbon',
# axel (99 firings)
' Axel',
# barbie (96 firings)
' Barbie',
# wolfe (94 firings)
' Wolfe',
# olsen (94 firings)
' Olsen',
# nina (92 firings)
' Nina',
# tiffany (92 firings)
' Tiffany',
# ratif (89 firings)
' ratified',
# valerie (87 firings)
' Valerie',
# wardrobe (87 firings)
' wardrobe',
# suitcase (86 firings)
' suitcase',
# romeo (85 firings)
' Romeo',
# lori (83 firings)
' Lori',
# vanessa (82 firings)
' Vanessa',
# argo (82 firings)
'argo',
# siberia (81 firings)
' Siberia',
# terra (80 firings)
' Terra',
# peggy (79 firings)
' Peggy',
# alicia (77 firings)
' Alicia',
# elena (75 firings)
' Elena',
# abella (74 firings)
'abella',
# naomi (73 firings)
' Naomi',
# juliet (73 firings)
' Juliet',
# fiona (73 firings)
' Fiona',
# olympia (71 firings)
' Olympia',
# mia (69 firings)
' Mia',
# vera (69 firings)
' Vera',
# kimber (69 firings)
' Kimberly',
# ozone (68 firings)
' ozone',
# myr (68 firings)
' Myr',
# reil (68 firings)
' Reilly',
# veronica (66 firings)
' Veronica',
# brittany (66 firings)
' Brittany',
# paige (65 firings)
' Paige',
# melanie (65 firings)
' Melanie',
# siberian (64 firings)
' Siberian',
# becky (64 firings)
' Becky',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'eva-family', 1
def prog_L02F21710(input_tokens):
"""43 token families, 43 surface forms (train F1 of the uncapped optimum: 0.905).
Fires at 3,473 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: repetitively mentioned names and terms associated with Shelby vehicles"""
# --- end external annotation ---
fire = {
# sega (201 firings)
' Sega',
# shelby (163 firings)
' Shelby',
# speedway (160 firings)
' Speedway',
# gi (137 firings)
'gi',
# wh (134 firings)
' WH',
# furi (125 firings)
' Furious',
# iven (125 firings)
'iven',
# silent (116 firings)
' Silent',
# mustang (109 firings)
' Mustang',
# hy (103 firings)
'Hy',
# rien (95 firings)
'rien',
# asley (89 firings)
'asley',
# southern (86 firings)
'Southern',
# woo (84 firings)
' Woo',
# spirit (84 firings)
' spirited',
# msi (83 firings)
' MSI',
# shim (83 firings)
' Shim',
# pryor (79 firings)
' Pryor',
# sere (77 firings)
' Sere',
# shelley (76 firings)
' Shelley',
# savannah (70 firings)
' Savannah',
# whi (66 firings)
' Whis',
# scarlett (62 firings)
' Scarlett',
# cynthia (61 firings)
' Cynthia',
# athi (60 firings)
'athi',
# smy (50 firings)
' Smy',
# rac (49 firings)
'racial',
# cobra (47 firings)
' Cobra',
# gry (43 firings)
' Gry',
# gul (39 firings)
' gul',
# vip (37 firings)
' Viper',
# mi (33 firings)
'Mi',
# midrange (26 firings)
' midrange',
# 975 (21 firings)
'975',
# sakura (20 firings)
' Sakura',
# soul (20 firings)
'Soul',
# phe (19 firings)
'phe',
# ween (19 firings)
'ween',
# ruk (18 firings)
' Ruk',
# fior (15 firings)
' Fior',
# sin (13 firings)
' Sins',
# qqa (12 firings)
'qqa',
# 344 (9 firings)
'344',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'sega-family', 1
def prog_L02F21711(input_tokens):
"""15 token families, 18 surface forms (train F1 of the uncapped optimum: 0.832).
Fires at 4,156 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to liberal ideologies or individuals"""
# --- end external annotation ---
fire = {
# liber (2,032 firings)
' liberal', ' Liberal', 'Liberal', 'liberal',
# liberal (396 firings)
' liberals',
# leftist (185 firings)
' leftist',
# hipp (128 firings)
' hipp',
# centrist (94 firings)
' centrist',
# liberalism (91 firings)
' liberalism',
# eclect (70 firings)
' eclectic',
# lax (63 firings)
' lax',
# mopolitan (52 firings)
'mopolitan',
# tolerant (50 firings)
' tolerant',
# enlighten (48 firings)
' enlightened',
# indu (44 firings)
'indu',
# democrat (40 firings)
' democrat',
# tilt (25 firings)
' tilted',
# iber (11 firings)
'iberal',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'liber-family', 1
def prog_L02F21712(input_tokens):
"""50 token families, 63 surface forms (train F1 of the uncapped optimum: 0.522).
Fires at 80,223 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: linguistic elements related to specific types of nouns and their plural forms"""
# --- end external annotation ---
fire = {
# es (5,367 firings)
'es', 'ES', 'Es',
# ers (2,241 firings)
'ers',
# as (2,062 firings)
'as',
# ies (1,863 firings)
'ies', 'IES',
# ons (1,265 firings)
'ons',
# les (1,216 firings)
'les', 'LES',
# ans (1,045 firings)
'ans',
# ins (1,043 firings)
'ins', 'INS',
# ation (999 firings)
'ations',
# ors (938 firings)
'ors',
# als (891 firings)
'als',
# ets (783 firings)
'ets', 'ETS',
# ts (716 firings)
'ts',
# ate (677 firings)
'ates',
# rie (660 firings)
'ries',
# ive (655 firings)
'ives',
# ks (636 firings)
'ks',
# els (631 firings)
'els',
# che (610 firings)
'ches',
# ps (569 firings)
'ps', 'Ps',
# ter (523 firings)
'ters',
# ari (510 firings)
'aries', 'aris',
# ine (501 firings)
'ines',
# ment (500 firings)
'ments',
# ure (493 firings)
'ures', 'URES',
# ves (490 firings)
'ves',
# ues (486 firings)
'ues',
# its (484 firings)
'its',
# ars (479 firings)
'ars',
# iti (477 firings)
'ities',
# ade (468 firings)
'ades',
# ant (427 firings)
'ants',
# bs (399 firings)
'bs', 'Bs',
# hip (377 firings)
'hips',
# ver (375 firings)
'vers',
# age (373 firings)
'ages', 'agements',
# let (370 firings)
'lets',
# ms (367 firings)
'ms',
# ges (344 firings)
'ges', 'GES',
# cher (309 firings)
'chers',
# way (304 firings)
'ways',
# est (301 firings)
'ests',
# our (297 firings)
'ours',
# ake (288 firings)
'akes',
# use (285 firings)
'uses',
# ice (274 firings)
'ices',
# ls (268 firings)
'ls',
# ids (261 firings)
'ids', 'IDs',
# oms (260 firings)
'oms',
# oes (230 firings)
'oes',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'es-family', 1
def prog_L02F21713(input_tokens):
"""34 token families, 95 surface forms (train F1 of the uncapped optimum: 0.382).
Fires at 99,942 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to television programs and networks"""
# --- end external annotation ---
fire = {
# show (6,025 firings)
' show', ' shows', ' Show', ' Shows', 'show', 'shows', ' SHOW',
# ser (3,023 firings)
' series', 'series', ' Serial', 'serial',
# season (2,964 firings)
' season', ' Season', ' seasons', 'Season',
# network (2,444 firings)
' network', ' Network', ' networks', ' Networks', ' NETWORK', 'Network',
# host (1,812 firings)
' host', 'host', ' hosts', ' Host',
# tv (1,500 firings)
' TV',
# program (1,430 firings)
' program', 'program',
# televi (1,237 firings)
' television', ' Television',
# view (1,123 firings)
' viewers', ' View', ' viewing', ' viewer',
# broadcast (969 firings)
' broadcast', ' broadcasters', ' broadcaster', ' broadcasts', ' Broadcasting', ' Broadcast',
# episode (927 firings)
' episode', 'episode',
# screen (924 firings)
' screen', ' screens', ' Screen', 'screen', ' screened',
# produc (888 firings)
' producer', ' producers', ' Production', ' Producer', 'production', 'Production',
# channel (815 firings)
' channel', ' Channel', ' channels',
# cable (795 firings)
' cable', ' Cable',
# fox (761 firings)
' Fox', ' FOX',
# air (723 firings)
' aired', ' airing', ' airs', 'aired',
# episod (712 firings)
' episodes',
# abc (640 firings)
' ABC', 'ABC',
# nbc (570 firings)
' NBC', 'NBC',
# drama (547 firings)
' drama', ' dramas', ' Drama',
# sta (518 firings)
' station',
# stream (466 firings)
' streaming', ' Streaming',
# morn (458 firings)
' mornings',
# coverage (422 firings)
' coverage',
# programm (417 firings)
' programming', ' programmes',
# seg (385 firings)
' segment', ' segments',
# rat (381 firings)
' ratings', ' Ratings',
# cast (343 firings)
'cast', 'casts', 'caster', 'casters', 'CAST',
# anchor (336 firings)
' anchor', ' anchors', ' anchored',
# premiere (315 firings)
' premiere',
# adapta (311 firings)
' adaptation',
# programme (296 firings)
' programme',
# report (276 firings)
' Reporter',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'show-family', 1
def prog_L02F21714(input_tokens):
"""5 token families, 13 surface forms (train F1 of the uncapped optimum: 0.852).
Fires at 6,897 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "join." """
# --- end external annotation ---
fire = {
# join (4,827 firings)
' join', ' joining', ' joins', 'Join', ' Join', 'join', 'joining',
# jo (132 firings)
' jo', ' JO', 'JO',
# unite (121 firings)
' unite',
# collaborate (76 firings)
' collaborate',
# enlist (59 firings)
' enlist',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'join-family', 1
def prog_L02F21715(input_tokens):
"""44 token families, 45 surface forms (train F1 of the uncapped optimum: 0.810).
Fires at 2,712 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: symbols and indicators related to ratings or assessments of products"""
# --- end external annotation ---
fire = {
# kimmel (138 firings)
' Kimmel',
# ual (125 firings)
'UAL',
# [+ (118 firings)
' [+',
# mediate (116 firings)
'mediate',
# vernight (104 firings)
'vernight',
# ultron (94 firings)
' Ultron',
# (+ (91 firings)
' (+',
# izen (86 firings)
'izens',
# buk (80 firings)
' Buk',
# iston (79 firings)
'iston',
# ㅋㅋ (61 firings)
'ㅋㅋ',
# aub (55 firings)
' Aub',
# brain (55 firings)
'brainer',
# recommend (49 firings)
' Recommend', 'Recommend',
# anon (47 firings)
'anon',
# ilic (47 firings)
'ilic',
# receiv (46 firings)
' Received',
# wer (43 firings)
'wered',
# what (34 firings)
' whats',
# [[ (33 firings)
' [[',
# ategor (27 firings)
'ategor',
# rat (26 firings)
' Rated',
# lr (26 firings)
'LR',
# help (25 firings)
' Helpful',
# ► (24 firings)
'►',
# ------ (24 firings)
' ------',
# !!!!! (24 firings)
'!!!!!',
# mal (23 firings)
'MAL',
# inel (23 firings)
'inel',
# pov (22 firings)
' POV',
# review (21 firings)
'Reviewer',
# bought (19 firings)
' Bought',
# utr (16 firings)
'utral',
# ipolar (16 firings)
'ipolar',
# entert (13 firings)
' entert',
# ㅋ (12 firings)
'ㅋ',
# avor (12 firings)
'avorable',
# airl (12 firings)
' Airl',
# delete (11 firings)
' Delete',
# =- (10 firings)
'=-',
# rep (8 firings)
'reply',
# 不 (8 firings)
'不',
# [- (7 firings)
' [-',
# iatu (7 firings)
'iatus',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'kimmel-family', 1
def prog_L02F21716(input_tokens):
"""16 token families, 23 surface forms (train F1 of the uncapped optimum: 0.961).
Fires at 10,115 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: numerical data, specifically values related to the number 25"""
# --- end external annotation ---
fire = {
# 25 (7,518 firings)
' 25', '25',
# 250 (604 firings)
' 250',
# 125 (239 firings)
' 125',
# rl (135 firings)
'RL',
# 2025 (123 firings)
' 2025',
# 325 (102 firings)
' 325', '325',
# 225 (92 firings)
' 225',
# 2500 (91 firings)
' 2500', '2500',
# 425 (80 firings)
'425', ' 425',
# 1925 (73 firings)
' 1925',
# 950 (70 firings)
' 950',
# 525 (50 firings)
'525', ' 525',
# 625 (43 firings)
'625', ' 625',
# 259 (38 firings)
' 259', '259',
# principal (33 firings)
' principals',
# 2600 (30 firings)
' 2600',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return '25-family', 1
def prog_L02F21717(input_tokens):
"""26 token families, 29 surface forms (train F1 of the uncapped optimum: 0.760).
Fires at 3,092 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the pattern of the suffix "ader" in various contexts"""
# --- end external annotation ---
fire = {
# ader (681 firings)
'ader', 'aders',
# avi (176 firings)
'avis', 'avier',
# uman (127 firings)
'uman',
# raid (122 firings)
' Raider',
# aper (94 firings)
'aper',
# adow (87 firings)
'adows', 'adow',
# hatt (81 firings)
'hatt',
# weston (69 firings)
' Weston',
# trad (61 firings)
' Trader',
# rentice (56 firings)
'rentice',
# adem (49 firings)
'adem',
# ash (48 firings)
'asher',
# abu (44 firings)
'abus',
# fman (41 firings)
'fman',
# ascist (38 firings)
'ascist',
# ortunate (35 firings)
'ortunate',
# uth (34 firings)
'uther',
# gger (33 firings)
'gger',
# shad (31 firings)
' shader',
# kurd (30 firings)
' Kurd',
# assemb (25 firings)
'Assembly',
# addin (24 firings)
'addin',
# idi (22 firings)
'idious',
# aud (18 firings)
'auder',
# load (10 firings)
'Loader',
# 993 (8 firings)
'993',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ader-family', 1
def prog_L02F21718(input_tokens):
"""10 token families, 10 surface forms (train F1 of the uncapped optimum: 0.848).
Fires at 928 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the location "Beverly Hills." """
# --- end external annotation ---
fire = {
# bever (196 firings)
' Beverly',
# baylor (174 firings)
' Baylor',
# night (95 firings)
' nightly',
# babylon (72 firings)
' Babylon',
# › (68 firings)
' ›',
# nee (56 firings)
'nee',
# esley (36 firings)
'esley',
# █ (21 firings)
' █',
# nott (12 firings)
' Notting',
# crush (11 firings)
' Crusher',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bever-family', 1
def prog_L02F21719(input_tokens):
"""29 token families, 33 surface forms (train F1 of the uncapped optimum: 0.795).
Fires at 3,548 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to the concept of derivation or origin"""
# --- end external annotation ---
fire = {
# deriv (364 firings)
' derived', 'derived', ' deriv',
# ans (340 firings)
'ANS',
# adapt (268 firings)
' adapted',
# der (252 firings)
'Der', ' derives', ' derive',
# borrow (131 firings)
' borrowed',
# sourc (112 firings)
' sourced',
# orean (92 firings)
'orean',
# ded (90 firings)
' ded',
# ived (81 firings)
'ived',
# atto (79 firings)
'atto',
# glean (76 firings)
' glean',
# derivat (75 firings)
' derivative',
# emanat (71 firings)
' emanating',
# iland (68 firings)
'iland',
# ancestr (66 firings)
' ancestral',
# ancestry (63 firings)
' ancestry',
# insepar (40 firings)
' insepar',
# extrap (39 firings)
' extrap',
# infer (37 firings)
' inference',
# gil (36 firings)
'gil',
# inf (35 firings)
' infer',
# infus (30 firings)
' infused',
# tymology (28 firings)
'tymology',
# descendant (26 firings)
' descendant',
# alogy (25 firings)
'alogy',
# aird (21 firings)
'aird',
# ive (18 firings)
'IVES',
# intrinsical (15 firings)
' intrinsically',
# inferr (13 firings)
' inferred',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'deriv-family', 1
def prog_L02F21722(input_tokens):
"""3 token families, 6 surface forms (train F1 of the uncapped optimum: 0.932).
Fires at 11,643 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to places"""
# --- end external annotation ---
fire = {
# place (10,657 firings)
' place', ' Place', 'place', 'Place',
# plac (359 firings)
' placing',
# ace (114 firings)
'ACE',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'place-family', 1
def prog_L02F21723(input_tokens):
"""32 token families, 40 surface forms (train F1 of the uncapped optimum: 0.839).
Fires at 3,441 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to graphs"""
# --- end external annotation ---
fire = {
# graph (665 firings)
' graph', ' graphical', ' graphs', ' Graph', 'Graph', 'graph',
# abstract (334 firings)
'Abstract',
# plot (241 firings)
'Plot', 'plot', ' Plot',
# diagram (156 firings)
' diagram', ' diagrams',
# graphene (153 firings)
' graphene',
# nod (126 firings)
' nodes',
# quizz (79 firings)
' quizz',
# plott (69 firings)
' plotted',
# -, (60 firings)
'-,',
# min (60 firings)
' mined',
# electrod (57 firings)
' electrodes',
# neurolog (50 firings)
' Neurolog',
# socialism (47 firings)
' Socialism',
# pessimist (45 firings)
' pessimistic',
# omorph (43 firings)
'omorphic',
# latt (40 firings)
' latt',
# inou (40 firings)
'inous',
# quartz (37 firings)
' Quartz',
# gaz (36 firings)
' gazing',
# column (35 firings)
' Column',
# grid (31 firings)
'Grid',
# dynam (30 firings)
' Dynam',
# electrode (26 firings)
' electrode',
# sarcast (23 firings)
' sarcast',
# stat (21 firings)
'stats',
# comput (18 firings)
' computed',
# all (17 firings)
'allic',
# electrom (16 firings)
' electrom',
# matical (15 firings)
'matically',
# grap (14 firings)
' grap',
# statist (9 firings)
' statist',
# odynam (9 firings)
'odynam',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'graph-family', 1
def prog_L02F21725(input_tokens):
"""8 token families, 13 surface forms (train F1 of the uncapped optimum: 0.957).
Fires at 9,303 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the term "San" in relation to geographical locations"""
# --- end external annotation ---
fire = {
# san (7,825 firings)
' San', 'SAN', 'San', 'san', ' san', ' SAN',
# shark (234 firings)
' Sharks',
# sanford (131 firings)
' Sanford',
# apan (97 firings)
'apan',
# sao (83 firings)
' Sao',
# den (77 firings)
' dens',
# sanita (66 firings)
' sanitation',
# sara (58 firings)
' Saras',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'san-family', 1
def prog_L02F21726(input_tokens):
"""47 token families, 50 surface forms (train F1 of the uncapped optimum: 0.814).
Fires at 20,793 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to voting and ballots"""
# --- end external annotation ---
fire = {
# villag (513 firings)
' villages', ' villagers',
# neighborhood (479 firings)
' neighborhoods',
# count (474 firings)
' counties',
# ston (341 firings)
' stones', 'stones',
# ballot (335 firings)
' ballots',
# councillor (311 firings)
' councillors', ' councillor',
# button (260 firings)
' buttons',
# bonus (246 firings)
' bonuses',
# vegetabl (243 firings)
' vegetables',
# helicopt (238 firings)
' helicopters',
# galax (221 firings)
' galaxies',
# airport (202 firings)
' airports',
# american (188 firings)
'Americans',
# variabl (180 firings)
' variables',
# tvs (170 firings)
' TVs',
# off (161 firings)
'offs',
# databas (157 firings)
' databases',
# instruct (151 firings)
' instructed',
# astronaut (148 firings)
' astronauts',
# jersey (145 firings)
' jerseys',
# artifact (143 firings)
' artifacts',
# beverag (142 firings)
' beverages',
# municipal (137 firings)
' municipalities',
# rook (136 firings)
' rookies',
# workout (136 firings)
' workouts',
# classroom (135 firings)
' classrooms',
# superhero (129 firings)
' superheroes',
# tomato (126 firings)
' tomatoes',
# juror (122 firings)
' jurors',
# demographic (121 firings)
' demographics',
# oscar (121 firings)
' Oscars',
# fishermen (119 firings)
' fishermen',
# textbook (119 firings)
' textbooks',
# awatt (115 firings)
'awatts',
# balloon (111 firings)
' balloons',
# submarin (108 firings)
' submarines',
# subscription (108 firings)
' subscriptions',
# selection (107 firings)
' selections',
# rost (106 firings)
' rosters',
# candl (105 firings)
' candles',
# reef (104 firings)
' reefs',
# grocer (102 firings)
' groceries',
# assistant (102 firings)
' assistants',
# warship (102 firings)
' warships',
# airplan (99 firings)
' airplanes',
# scholarship (97 firings)
' scholarships',
# scann (94 firings)
' scanners',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'villag-family', 1
def prog_L02F21727(input_tokens):
"""43 token families, 52 surface forms (train F1 of the uncapped optimum: 0.833).
Fires at 4,745 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to various types of codes, particularly barcodes and QR codes"""
# --- end external annotation ---
fire = {
# code (1,000 firings)
' code', 'code', 'Code', ' CODE',
# cod (552 firings)
' codes', ' coded', 'cod', 'coded', 'codes', ' Codes',
# 559 (289 firings)
'559',
# tale (164 firings)
'tale',
# rome (156 firings)
'rome',
# gam (100 firings)
'games',
# tick (98 firings)
' ticking',
# cpr (89 firings)
' CPR',
# icia (85 firings)
'icia',
# cia (77 firings)
'cia',
# morse (75 firings)
' Morse',
# numer (73 firings)
' numerical', ' numeric',
# cil (71 firings)
'cil',
# konami (69 firings)
' Konami',
# macarthur (68 firings)
' MacArthur',
# tec (63 firings)
' Tec',
# creen (62 firings)
'creen',
# predict (60 firings)
' predictive',
# pict (58 firings)
' pict',
# qr (57 firings)
' QR',
# deciph (53 firings)
' decipher',
# oded (52 firings)
'oded',
# phrase (51 firings)
'phrase',
# mable (49 firings)
'mable',
# cyru (45 firings)
' Cyrus',
# burgh (42 firings)
'burgh',
# encod (42 firings)
' encoded',
# eem (40 firings)
'eem',
# explo (39 firings)
' explo',
# isbn (34 firings)
' ISBN',
# load (32 firings)
'loader',
# decrypt (29 firings)
' decrypt',
# decode (29 firings)
' decode',
# encode (28 firings)
' encode',
# decod (27 firings)
' decoding',
# 411 (25 firings)
'411',
# 509 (21 firings)
'509',
# cpc (21 firings)
' CPC',
# 608 (21 firings)
'608',
# 607 (20 firings)
'607',
# cele (17 firings)
' Cele',
# 518 (16 firings)
'518',
# モ (13 firings)
'モ',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'code-family', 1
def prog_L02F21728(input_tokens):
"""27 token families, 30 surface forms (train F1 of the uncapped optimum: 0.865).
Fires at 2,038 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to palm-related contexts and their implications"""
# --- end external annotation ---
fire = {
# palm (219 firings)
' palm', ' palms',
# for (132 firings)
'forest',
# translat (110 firings)
' translates',
# cultiva (107 firings)
' cultivation',
# crescent (82 firings)
' Crescent',
# rae (76 firings)
' Rae',
# paw (73 firings)
' paws', ' paw',
# cane (72 firings)
' cane',
# chop (69 firings)
' chop',
# pell (66 firings)
' Pell',
# fingertip (60 firings)
' fingertips',
# rag (59 firings)
'rag',
# erg (57 firings)
' erg',
# flar (56 firings)
' flared',
# forearm (51 firings)
' forearm',
# fam (47 firings)
'fam',
# gly (45 firings)
' Gly',
# plantation (45 firings)
' plantations',
# curl (44 firings)
' curled',
# fing (43 firings)
'finger', ' Finger',
# nud (36 firings)
' nud',
# fold (35 firings)
' folds',
# rescent (34 firings)
'rescent',
# stretch (34 firings)
'stretched',
# acl (33 firings)
'acl',
# pez (29 firings)
'pez',
# sorcery (21 firings)
' sorcery',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'palm-family', 1
def prog_L02F21729(input_tokens):
"""40 token families, 44 surface forms (train F1 of the uncapped optimum: 0.764).
Fires at 3,671 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "swift" and its variations"""
# --- end external annotation ---
fire = {
# swift (320 firings)
' swift', ' swiftly',
# accelerate (151 firings)
' accelerate',
# fury (148 firings)
' fury',
# savage (138 firings)
' savage',
# gw (98 firings)
' Gw',
# abrupt (94 firings)
' abrupt',
# sluggish (91 firings)
' sluggish',
# speedy (90 firings)
' speedy',
# protract (86 firings)
' protracted',
# strid (83 firings)
' strides',
# await (83 firings)
' await',
# hast (71 firings)
' hast', ' Hast',
# steadfast (67 firings)
' steadfast',
# prowes (67 firings)
' prowess',
# comprehen (65 firings)
' comprehens',
# lish (61 firings)
'lishing',
# akable (60 firings)
'akable',
# ift (59 firings)
'ifter',
# agile (57 firings)
' agile',
# vig (54 firings)
' vig',
# deft (50 firings)
' deft',
# graci (49 firings)
' gracious',
# quick (48 firings)
' quickest',
# sylv (46 firings)
' Sylv',
# rawl (46 firings)
'rawler',
# sword (43 firings)
' Swords', 'Sword',
# craw (41 firings)
' Craw',
# wb (39 firings)
'WB',
# ruthles (39 firings)
' ruthless',
# ocity (35 firings)
'ocity',
# haste (29 firings)
' haste', ' Haste',
# merciles (24 firings)
' merciless',
# instantane (20 firings)
' instantaneous',
# sorcery (20 firings)
' sorcery',
# whel (19 firings)
'whel',
# perman (17 firings)
' perman',
# ouble (16 firings)
'ouble',
# grace (15 firings)
' graceful',
# js (14 firings)
'Js',
# razen (12 firings)
'razen',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'swift-family', 1
def prog_L02F21730(input_tokens):
"""37 token families, 39 surface forms (train F1 of the uncapped optimum: 0.807).
Fires at 3,667 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to Bitcoin in various contexts"""
# --- end external annotation ---
fire = {
# bitcoin (319 firings)
' bitcoins', ' Bitcoins',
# bit (224 firings)
'Bit',
# cryptocurrenc (204 firings)
' cryptocurrencies',
# ike (156 firings)
'ikes',
# ord (131 firings)
'orders',
# narcotic (130 firings)
' narcotics',
# horizon (116 firings)
' Horizons',
# offline (113 firings)
'Offline',
# las (105 firings)
'Las',
# crystal (98 firings)
' crystals',
# kilogram (97 firings)
' kilograms',
# coin (93 firings)
'coins',
# psychedel (77 firings)
' psychedelic',
# millionair (75 firings)
' millionaires',
# emb (66 firings)
'emb',
# enterpris (65 firings)
' Enterprises',
# trademark (61 firings)
' trademarks',
# ounc (61 firings)
' ounces',
# phrase (51 firings)
'phrase',
# bust (50 firings)
'busters',
# abyt (45 firings)
'abytes',
# initial (44 firings)
' initials',
# top (42 firings)
'topic',
# integ (38 firings)
' integers',
# onym (34 firings)
'onyms',
# 000000 (32 firings)
'000000',
# myster (27 firings)
' Mysteries',
# ------- (26 firings)
'-------',
# 395 (25 firings)
'395',
# mod (25 firings)
' Mods', 'Mods',
# volt (17 firings)
' volts',
# zos (15 firings)
'zos',
# hardcore (15 firings)
' Hardcore',
# goblin (14 firings)
' goblins',
# stal (13 firings)
'stals',
# 4096 (12 firings)
' 4096',
# vk (12 firings)
'VK',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bitcoin-family', 1
def prog_L02F21731(input_tokens):
"""15 token families, 17 surface forms (train F1 of the uncapped optimum: 0.916).
Fires at 2,826 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the Ford motor company"""
# --- end external annotation ---
fire = {
# ford (1,586 firings)
' Ford', 'Ford',
# carrie (133 firings)
' Carrie',
# farrell (123 firings)
' Farrell',
# ttc (110 firings)
' TTC',
# mustang (109 firings)
' Mustang',
# holden (109 firings)
' Holden',
# ware (90 firings)
'Ware',
# bethesda (89 firings)
' Bethesda',
# automak (70 firings)
' automakers',
# apple (54 firings)
'apple',
# aft (46 firings)
'aft',
# oblivion (31 firings)
' Oblivion',
# avanaugh (21 firings)
'avanaugh',
# endow (18 firings)
' endowed',
# /// (9 firings)
' ///', '///',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ford-family', 1
def prog_L02F21732(input_tokens):
"""23 token families, 26 surface forms (train F1 of the uncapped optimum: 0.759).
Fires at 3,001 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to desks or desk-related contexts"""
# --- end external annotation ---
fire = {
# desk (790 firings)
' desk', ' Desk', ' desks', 'Desk',
# chair (167 firings)
' Chair',
# enrique (138 firings)
' Enrique',
# lect (114 firings)
' lect',
# senate (92 firings)
' senate',
# stove (89 firings)
' stove',
# top (86 firings)
'tops',
# scrib (76 firings)
' scrib',
# count (68 firings)
' counters',
# sta (64 firings)
'station',
# handwrit (58 firings)
' handwriting',
# typew (57 firings)
' typew',
# coron (38 firings)
' coron',
# rit (35 firings)
'riter',
# ー� (32 firings)
'ー�',
# clerk (32 firings)
' clerks',
# precinct (32 firings)
' precinct',
# frown (30 firings)
' frowned',
# workspace (26 firings)
' workspace',
# eyed (26 firings)
' eyed',
# ocard (18 firings)
'ocard',
# 0100 (12 firings)
'0100',
# epad (10 firings)
'epad',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'desk-family', 1
def prog_L02F21733(input_tokens):
"""17 token families, 24 surface forms (train F1 of the uncapped optimum: 0.857).
Fires at 1,974 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the term "Kid" in various contexts"""
# --- end external annotation ---
fire = {
# kid (777 firings)
' Kids', ' Kid', 'Kids', 'Kid', 'kids', 'kid',
# soul (191 firings)
' Soul', 'Soul',
# everybody (159 firings)
'Everybody', ' Everybody',
# kidn (85 firings)
' kidn',
# tut (79 firings)
' Tut',
# kenn (78 firings)
' Kenn',
# ster (67 firings)
'STER',
# phan (61 firings)
'phan',
# sevent (43 firings)
' sevent',
# kc (36 firings)
'KC',
# fing (29 firings)
' Finger',
# iddl (29 firings)
'iddled',
# kis (26 firings)
' Kis',
# fun (13 firings)
'FUN',
# person (12 firings)
' PERSON',
# emanc (10 firings)
' emanc',
# amph (5 firings)
'amph',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'kid-family', 1
def prog_L02F21734(input_tokens):
"""16 token families, 25 surface forms (train F1 of the uncapped optimum: 0.856).
Fires at 3,230 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the term "plot" indicative of narrative structure in various contexts"""
# --- end external annotation ---
fire = {
# plot (1,272 firings)
' plot', ' plots', 'Plot', ' Plot', 'plot',
# summary (314 firings)
'Summary', ' Summary',
# plott (268 firings)
' plotting', ' plotted',
# charact (145 firings)
' Character', 'Characters',
# fig (115 firings)
' fig', 'fig',
# sequ (90 firings)
' Sequ', ' Sequence',
# simpson (89 firings)
' Simpsons',
# anima (76 firings)
' Animation',
# riv (61 firings)
'rived',
# picard (39 firings)
' Picard',
# throne (32 firings)
' Throne',
# prelude (26 firings)
' Prelude',
# prol (25 firings)
' Prol',
# scare (22 firings)
' Scare',
# plan (17 firings)
' PLAN',
# ------ (15 firings)
'------',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'plot-family', 1
def prog_L02F21736(input_tokens):
"""23 token families, 53 surface forms (train F1 of the uncapped optimum: 0.373).
Fires at 124,074 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: names of actors and actresses in Hollywood"""
# --- end external annotation ---
fire = {
# screen (1,112 firings)
' screen', ' Screen', 'screen', ' screening', ' screenings', 'Screen', ' screened',
# park (1,072 firings)
' Park', ' Parker', ' Parks',
# man (991 firings)
'man', 'Man', ' Mansion',
# actor (886 firings)
' actor', ' actors', ' Actor',
# direct (819 firings)
' directed', ' directing', ' Direct', 'directed', 'Direct',
# movie (694 firings)
' movie', ' Movie', 'Movie', 'movie',
# studio (595 firings)
' Studios', ' studio', ' studios', 'Studio',
# bro (552 firings)
' Bros', 'bro',
# award (518 firings)
' Awards', ' Award',
# oscar (448 firings)
' Oscar', ' Oscars',
# pictur (446 firings)
' Pictures',
# cast (434 firings)
' cast', ' casting', ' Casting',
# hollywood (423 firings)
' Hollywood',
# fi (415 firings)
'fi',
# adapta (412 firings)
' adaptation',
# who (406 firings)
' Who',
# con (404 firings)
'Con', ' Con',
# fox (401 firings)
' Fox',
# trek (400 firings)
' Trek',
# festiv (392 firings)
' Festival',
# ring (348 firings)
'ring', ' Rings',
# univers (345 firings)
' Universal', 'Universal',
# academy (319 firings)
' Academy',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'screen-family', 1
def prog_L02F21737(input_tokens):
"""50 token families, 52 surface forms (train F1 of the uncapped optimum: 0.856).
Fires at 6,700 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to carcinogenic substances and asbestos"""
# --- end external annotation ---
fire = {
# parody (147 firings)
' parody',
# canc (139 firings)
' cancers',
# mazda (131 firings)
' Mazda',
# unhealthy (124 firings)
' unhealthy',
# oxic (124 firings)
'oxic', 'oxicity',
# marin (123 firings)
' Marin',
# amit (111 firings)
' Amit',
# snapdragon (108 firings)
' Snapdragon',
# cav (96 firings)
' cavity', ' cav',
# carc (89 firings)
' carc',
# cis (88 firings)
' cis',
# zionist (88 firings)
' Zionist',
# cecil (86 firings)
' Cecil',
# thal (83 firings)
'thal',
# hpv (82 firings)
' HPV',
# brisk (78 firings)
' brisk',
# incit (76 firings)
' inciting',
# masturb (75 firings)
' masturb',
# tox (74 firings)
' Toxic',
# carcin (73 firings)
' carcin',
# zac (73 firings)
' Zac',
# itic (73 firings)
'itic',
# landfill (72 firings)
' landfill',
# exon (71 firings)
' exoner',
# stacy (65 firings)
' Stacy',
# excise (62 firings)
' excise',
# ic (61 firings)
' Ic',
# melan (60 firings)
' melan',
# pornograph (60 firings)
' pornographic',
# jarvi (59 firings)
' Jarvis',
# escent (58 firings)
'escent',
# qr (57 firings)
' QR',
# cheap (57 firings)
' Cheap',
# hs (55 firings)
' HS',
# undet (55 firings)
' undet',
# flirt (54 firings)
' flirt',
# iop (53 firings)
'iop',
# cel (52 firings)
' Celest',
# gross (51 firings)
' grossly',
# ilic (50 firings)
'ilic',
# veget (50 firings)
' Veget',
# melvin (50 firings)
' Melvin',
# cas (46 firings)
' casing',
# herp (44 firings)
' herpes',
# flav (43 firings)
' Flav',
# jc (42 firings)
' JC',
# shad (41 firings)
' Shad',
# extrap (39 firings)
' extrap',
# icest (38 firings)
'icester',
# yl (38 firings)
'YL',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'parody-family', 1
def prog_L02F21738(input_tokens):
"""22 token families, 25 surface forms (train F1 of the uncapped optimum: 0.818).
Fires at 4,822 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to political parties"""
# --- end external annotation ---
fire = {
# part (2,091 firings)
' parties', ' Parties',
# rac (450 firings)
' races',
# faction (161 firings)
' factions',
# personal (141 firings)
' personalities',
# mod (136 firings)
' mods', ' Mods', 'Mods',
# militia (109 firings)
' militias',
# extrem (76 firings)
' extremes',
# hous (72 firings)
' Houses',
# administration (71 firings)
' administrations',
# desir (70 firings)
' desires',
# asion (58 firings)
'asions',
# evil (52 firings)
' evils',
# ianc (45 firings)
'iances',
# combatant (44 firings)
' combatants',
# aking (41 firings)
'akings',
# bord (39 firings)
' Bord',
# app (38 firings)
'appings',
# sex (37 firings)
' sexes',
# oppo (29 firings)
' oppos',
# lict (27 firings)
'licts',
# agree (23 firings)
' agreeable',
# moderate (13 firings)
' Moderate',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'part-family', 1
def prog_L02F21739(input_tokens):
"""40 token families, 43 surface forms (train F1 of the uncapped optimum: 0.724).
Fires at 3,881 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to statistical analysis and significance"""
# --- end external annotation ---
fire = {
# statist (531 firings)
' statistical', ' statistic', ' Statistical',
# mathemat (184 firings)
' mathematical',
# quarter (108 firings)
' quarterly',
# etr (98 firings)
'etric',
# ifi (96 firings)
'ifiable',
# statistical (92 firings)
' statistically',
# microscop (83 firings)
' microscopic',
# empir (81 firings)
' empirical',
# quantitat (80 firings)
' quantitative',
# numer (78 firings)
' numerical', ' numeric',
# round (73 firings)
' rounding',
# comparat (70 firings)
' comparative',
# borderline (61 firings)
' borderline',
# bakr (60 firings)
' Bakr',
# predict (60 firings)
' predictive',
# acket (57 firings)
'acket',
# extermin (53 firings)
' extermin',
# scor (52 firings)
'scoring',
# outl (50 firings)
' outl',
# galact (50 firings)
' galactic',
# tail (50 firings)
'tailed',
# sas (49 firings)
' SAS',
# ulia (47 firings)
'ulia',
# geograph (43 firings)
' geographical',
# hematical (37 firings)
'hematically',
# stant (37 firings)
'stantial',
# stat (36 firings)
'Stat',
# marginal (34 firings)
' marginally',
# riz (31 firings)
'riz',
# ist (23 firings)
'istical',
# ast (23 firings)
' aster',
# microbi (19 firings)
' microbi',
# methodolog (18 firings)
' methodological',
# itative (18 firings)
'itatively',
# ographical (18 firings)
'ographically',
# actu (18 firings)
' actu',
# ificant (16 firings)
'ificant',
# umer (15 firings)
'umeric',
# orsi (12 firings)
'orsi',
# predictor (12 firings)
' predictor',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'statist-family', 1
def prog_L02F21741(input_tokens):
"""23 token families, 24 surface forms (train F1 of the uncapped optimum: 0.817).
Fires at 2,124 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the name "Johns" """
# --- end external annotation ---
fire = {
# northeastern (197 firings)
' northeastern',
# john (195 firings)
' Johns',
# johann (171 firings)
' Johannes',
# reel (142 firings)
' reeling',
# hick (91 firings)
' Hick',
# jed (73 firings)
' Jed',
# bay (71 firings)
' Bayer',
# keye (68 firings)
'keye',
# redd (66 firings)
' Redd',
# nyu (61 firings)
' NYU',
# moon (61 firings)
' moons',
# philo (56 firings)
' Philos',
# plom (46 firings)
'plom',
# ohl (40 firings)
'ohl',
# 343 (39 firings)
' 343',
# apiece (34 firings)
' apiece',
# proc (31 firings)
' Proc',
# sys (27 firings)
'Sys',
# herm (27 firings)
' Herm',
# ubl (27 firings)
'ublic',
# jm (27 firings)
' JM', 'JM',
# amb (17 firings)
'ambers',
# arch (15 firings)
'arching',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'northeastern-family', 1
def prog_L02F21742(input_tokens):
"""11 token families, 12 surface forms (train F1 of the uncapped optimum: 0.825).
Fires at 2,823 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to "Northern" locations or entities"""
# --- end external annotation ---
fire = {
# northern (1,372 firings)
' Northern', 'Northern',
# milky (154 firings)
' Milky',
# orthern (101 firings)
'orthern',
# astern (97 firings)
'astern',
# ulst (92 firings)
' Ulster',
# dominion (78 firings)
' Dominion',
# ni (49 firings)
' NI',
# aith (48 firings)
'aith',
# monteneg (21 firings)
' Monteneg',
# sylv (16 firings)
'sylv',
# eneg (10 firings)
'eneg',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'northern-family', 1
def prog_L02F21743(input_tokens):
"""37 token families, 39 surface forms (train F1 of the uncapped optimum: 0.762).
Fires at 3,150 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to accuracy"""
# --- end external annotation ---
fire = {
# accuracy (334 firings)
' accuracy', ' Accuracy',
# detec (210 firings)
' detection', ' Detection',
# reli (163 firings)
' reliability',
# certainty (154 firings)
' certainty',
# preci (117 firings)
' precision',
# authentic (116 firings)
' authenticity',
# align (93 firings)
' alignment',
# bright (81 firings)
' brightness',
# realism (75 firings)
' realism',
# idel (65 firings)
'idelity',
# consistency (63 firings)
' consistency',
# perjury (56 firings)
' perjury',
# inaccur (51 firings)
' inaccur',
# compet (50 firings)
' competence',
# fidel (49 firings)
' fidelity',
# atism (48 firings)
'atism',
# honesty (48 firings)
' honesty',
# proficiency (45 firings)
' proficiency',
# opathy (45 firings)
'opathy',
# chery (41 firings)
'chery',
# worthi (33 firings)
'worthiness',
# /? (33 firings)
'/?',
# calib (31 firings)
' calib',
# malice (23 firings)
' malice',
# sincer (22 firings)
' sincerity',
# approxima (22 firings)
' approximation',
# uracy (21 firings)
'uracy',
# end (21 firings)
'endment',
# acu (21 firings)
'acus',
# redita (19 firings)
'reditation',
# error (17 firings)
' Errors',
# rity (17 firings)
'rity',
# calibra (16 firings)
' calibration',
# dexter (15 firings)
' dexterity',
# specific (14 firings)
' specificity',
# amplitude (11 firings)
' amplitude',
# inacc (9 firings)
' inacc',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'accuracy-family', 1
def prog_L02F21745(input_tokens):
"""36 token families, 36 surface forms (train F1 of the uncapped optimum: 0.918).
Fires at 3,542 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Lawrence." """
# --- end external annotation ---
fire = {
# lawr (582 firings)
' Lawrence',
# law (525 firings)
'Law',
# clarkson (156 firings)
' Clarkson',
# rence (139 firings)
'rence',
# norri (122 firings)
' Norris',
# lancast (114 firings)
' Lancaster',
# hung (112 firings)
' Hunger',
# lawson (106 firings)
' Lawson',
# willi (105 firings)
' Willis',
# morton (87 firings)
' Morton',
# liv (84 firings)
' Liver',
# yellowstone (80 firings)
' Yellowstone',
# pratt (77 firings)
' Pratt',
# feldman (66 firings)
' Feldman',
# loi (63 firings)
' Lois',
# revenge (58 firings)
' Revenge',
# uke (58 firings)
'ukes',
# ideo (52 firings)
'ideo',
# arkin (51 firings)
'arkin',
# mil (50 firings)
' MIL',
# akira (48 firings)
' Akira',
# violent (48 firings)
' Violent',
# desolate (47 firings)
' desolate',
# ppard (39 firings)
'ppard',
# 1886 (38 firings)
' 1886',
# ******** (35 firings)
'********',
# 580 (32 firings)
' 580',
# argon (32 firings)
' Argon',
# loe (31 firings)
'loe',
# acs (29 firings)
' ACS',
# ode (26 firings)
'ODE',
# mechanic (23 firings)
' Mechanics',
# minent (23 firings)
'minent',
# _______ (20 firings)
'_______',
# 562 (15 firings)
'562',
# anyon (14 firings)
'anyon',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'lawr-family', 1
def prog_L02F21746(input_tokens):
"""40 token families, 42 surface forms (train F1 of the uncapped optimum: 0.767).
Fires at 3,956 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to online activities and ratings"""
# --- end external annotation ---
fire = {
# bitcoin (213 firings)
'Bitcoin', 'bitcoin',
# subject (212 firings)
' Subject', 'Subject',
# merit (201 firings)
'Merit',
# activ (201 firings)
'Activity',
# spread (182 firings)
'Spread',
# 001 (179 firings)
'001',
# daq (132 firings)
'DAQ',
# level (114 firings)
'Level',
# offline (113 firings)
'Offline',
# hra (111 firings)
'hra',
# grate (108 firings)
' Grateful',
# legendary (102 firings)
'Legendary',
# post (88 firings)
'Posts',
# amd (83 firings)
'AMD',
# taboola (79 firings)
'taboola',
# brance (70 firings)
'brance',
# pinnacle (55 firings)
' pinnacle',
# pmwiki (52 firings)
'pmwiki',
# ----- (45 firings)
'-----',
# ventu (44 firings)
'ventus',
# width (43 firings)
'width',
# fee (35 firings)
'fee',
# np (35 firings)
'np',
# pci (34 firings)
' PCI',
# display (22 firings)
'display',
# review (20 firings)
'Reviewer',
# 255 (20 firings)
'255',
# ohm (19 firings)
'ohm',
# ership (18 firings)
'ership',
# hesda (18 firings)
'hesda',
# token (16 firings)
'Token',
# perature (15 firings)
'perature',
# icka (15 firings)
'icka',
# psu (14 firings)
' PSU',
# -------------------- (14 firings)
'--------------------',
# 的 (13 firings)
'的',
# mbol (13 firings)
'mbol',
# aaaa (10 firings)
'AAAA',
# ottesville (10 firings)
'ottesville',
# divin (10 firings)
' Divinity',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bitcoin-family', 1
def prog_L02F21748(input_tokens):
"""7 token families, 10 surface forms (train F1 of the uncapped optimum: 0.562).
Fires at 3,662 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the presence of the substring "le" in various contexts"""
# --- end external annotation ---
fire = {
# le (2,538 firings)
'le', ' le', ' LE',
# unle (118 firings)
' unle',
# ce (84 firings)
' ce',
# leash (64 firings)
' leash',
# cre (62 firings)
' CRE', 'CRE',
# lep (49 firings)
' Lep',
# dile (29 firings)
' dile',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'le-family', 1
def prog_L02F21749(input_tokens):
"""4 token families, 6 surface forms (train F1 of the uncapped optimum: 0.815).
Fires at 8,366 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "offered." """
# --- end external annotation ---
fire = {
# off (3,853 firings)
' offers', ' offer',
# offer (3,694 firings)
' offered', ' offering',
# yield (116 firings)
' yielded',
# volunteer (90 firings)
' volunteered',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'off-family', 1
def prog_L02F21750(input_tokens):
"""49 token families, 53 surface forms (train F1 of the uncapped optimum: 0.853).
Fires at 6,291 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to containers for pets, specifically crates"""
# --- end external annotation ---
fire = {
# ore (297 firings)
'ORE',
# stown (216 firings)
'stown',
# congo (213 firings)
' Congo',
# crat (159 firings)
' crater', ' crates',
# regina (155 firings)
' Regina',
# crash (139 firings)
' Crash', 'Crash',
# utra (130 firings)
'utra',
# rw (110 firings)
' RW', 'RW',
# reggie (109 firings)
' Reggie',
# lorenzo (94 firings)
' Lorenzo',
# pil (91 firings)
' piled',
# crate (90 firings)
' crate', ' Crate',
# breed (86 firings)
' breeds',
# acio (86 firings)
'acio',
# cle (84 firings)
' Clement',
# freddy (83 firings)
' Freddy',
# wagon (82 firings)
' wagon',
# olv (80 firings)
'olver',
# › (76 firings)
' ›',
# colt (76 firings)
' Colt',
# nafta (75 firings)
' NAFTA',
# cj (74 firings)
' CJ',
# kry (73 firings)
' Kry',
# pound (70 firings)
' Pound',
# cod (69 firings)
' coded',
# reprim (68 firings)
' reprim',
# chio (65 firings)
'chio',
# mare (64 firings)
' Mare',
# avia (64 firings)
'avia',
# compart (61 firings)
' compartment',
# struct (60 firings)
' struct',
# zie (59 firings)
'zie',
# emb (59 firings)
' Ember',
# bark (56 firings)
' barking',
# revolv (55 firings)
' revolver',
# axe (53 firings)
'axe',
# decomp (51 firings)
' decomp',
# legitim (50 firings)
' legitim',
# massac (49 firings)
' massac',
# rais (45 firings)
'raised',
# aure (45 firings)
' Aure',
# condone (43 firings)
' condone',
# map (43 firings)
' MAP',
# macro (43 firings)
' macros',
# lcs (42 firings)
'LCS',
# denote (41 firings)
' denote',
# crib (40 firings)
' crib',
# bone (37 firings)
'Bone',
# mq (34 firings)
'MQ',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ore-family', 1
def prog_L02F21753(input_tokens):
"""12 token families, 16 surface forms (train F1 of the uncapped optimum: 0.696).
Fires at 3,592 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words related to failure or poor performance"""
# --- end external annotation ---
fire = {
# ail (1,657 firings)
'ail', 'ailing', 'ails', 'ailed',
# knock (130 firings)
' knocking',
# clos (112 firings)
'closed',
# ear (97 firings)
'early',
# tail (94 firings)
'tailed', 'tails',
# oot (72 firings)
'ooting',
# ils (47 firings)
'ILS',
# air (36 firings)
'aired',
# alk (35 firings)
'alking',
# 888 (22 firings)
'888',
# failure (18 firings)
'Failure',
# difficulty (11 firings)
' Difficulty',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ail-family', 1
def prog_L02F21754(input_tokens):
"""3 token families, 6 surface forms (train F1 of the uncapped optimum: 0.990).
Fires at 12,956 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "same." """
# --- end external annotation ---
fire = {
# same (12,639 firings)
' same', ' Same', 'Same', 'same',
# ame (50 firings)
'AME',
# stery (35 firings)
'stery',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'same-family', 1
def prog_L02F21755(input_tokens):
"""4 token families, 11 surface forms (train F1 of the uncapped optimum: 0.900).
Fires at 4,060 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: repetitive mentions of "tour." """
# --- end external annotation ---
fire = {
# tour (3,230 firings)
' tour', ' Tour', ' touring', ' tours', 'Tour', ' toured', ' Tours', ' TOUR',
# quiz (143 firings)
' quiz',
# gus (111 firings)
' Gus',
# trou (93 firings)
' trou',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'tour-family', 1
def prog_L02F21756(input_tokens):
"""22 token families, 23 surface forms (train F1 of the uncapped optimum: 0.795).
Fires at 1,898 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to intermittent fasting"""
# --- end external annotation ---
fire = {
# omi (209 firings)
'omi',
# meg (114 firings)
'meg',
# ubb (102 firings)
'ubb',
# rt (97 firings)
'rt',
# hale (90 firings)
' Hale',
# mitt (83 firings)
'mitt',
# typh (77 firings)
' typh', ' Typh',
# mass (75 firings)
'massive',
# hep (74 firings)
' Hep',
# imoto (64 firings)
'imoto',
# mig (60 firings)
' Mig',
# intermittent (60 firings)
' intermittent',
# resurg (47 firings)
' resurg',
# moth (39 firings)
' moth',
# ryce (31 firings)
'ryce',
# promulg (28 firings)
' promulg',
# hea (27 firings)
'hea',
# hma (26 firings)
'hma',
# uln (21 firings)
'ulner',
# imperium (16 firings)
' Imperium',
# atio (16 firings)
'atio',
# menstru (13 firings)
' menstru',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'omi-family', 1
def prog_L02F21757(input_tokens):
"""4 token families, 6 surface forms (train F1 of the uncapped optimum: 0.939).
Fires at 6,568 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to Americans or the American population"""
# --- end external annotation ---
fire = {
# american (5,307 firings)
' Americans', 'Americans',
# texan (388 firings)
' Texans',
# amer (84 firings)
' americ', ' AMER',
# millennial (59 firings)
' Millennials',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'american-family', 1
def prog_L02F21758(input_tokens):
"""21 token families, 22 surface forms (train F1 of the uncapped optimum: 0.872).
Fires at 3,360 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the city of Orlando"""
# --- end external annotation ---
fire = {
# orlando (930 firings)
' Orlando',
# or (722 firings)
'Or',
# aurora (128 firings)
' Aurora',
# oland (123 firings)
'oland',
# cot (107 firings)
'cot',
# pulse (100 firings)
' Pulse',
# asley (94 firings)
'asley',
# lando (90 firings)
'lando',
# pari (81 firings)
'Paris',
# irma (78 firings)
' Irma',
# wt (54 firings)
' WT',
# tobia (54 firings)
' Tobias',
# wak (52 firings)
' Wak',
# 407 (48 firings)
'407', ' 407',
# ope (45 firings)
'OPE',
# interest (32 firings)
'Interested',
# span (31 firings)
' Span',
# inside (28 firings)
'inside',
# nette (28 firings)
'nette',
# retina (20 firings)
' retina',
# org (12 firings)
'Org',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'orlando-family', 1
def prog_L02F21759(input_tokens):
"""18 token families, 25 surface forms (train F1 of the uncapped optimum: 0.926).
Fires at 1,695 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "Mis" in various contexts"""
# --- end external annotation ---
fire = {
# mis (475 firings)
' Mis', 'mis', 'Mis', ' MIS',
# mish (150 firings)
' Mish', ' mish',
# hyp (139 firings)
'hyp', 'Hyp',
# misuse (98 firings)
' misuse',
# might (93 firings)
' Might', 'might',
# my (91 firings)
'MY',
# mit (87 firings)
' Mits',
# misogyny (87 firings)
' misogyny',
# mischief (84 firings)
' mischief',
# misc (61 firings)
' Misc', 'misc',
# manip (51 firings)
' Manip',
# hat (46 firings)
' Hats',
# miz (39 firings)
' Miz',
# mr (36 firings)
'mr',
# mology (29 firings)
'mology',
# miscellane (12 firings)
' Miscellaneous',
# moil (8 firings)
'moil',
# asuka (6 firings)
' Asuka',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mis-family', 1
def prog_L02F21760(input_tokens):
"""14 token families, 16 surface forms (train F1 of the uncapped optimum: 0.837).
Fires at 1,617 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of online marketplaces and platforms for buying and selling goods"""
# --- end external annotation ---
fire = {
# ebay (298 firings)
' eBay',
# bay (153 firings)
'Bay', 'bay',
# list (140 firings)
' listings',
# eb (138 firings)
' Eb',
# craigslist (136 firings)
' Craigslist',
# payp (123 firings)
' PayPal',
# etsy (89 firings)
' Etsy',
# opec (69 firings)
' OPEC',
# forum (54 firings)
'forum', 'forums',
# uction (45 firings)
'uctions',
# rhino (30 firings)
' Rhino',
# recon (27 firings)
' recons',
# unbeat (22 firings)
' unbeat',
# igslist (19 firings)
'igslist',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ebay-family', 1
def prog_L02F21761(input_tokens):
"""29 token families, 31 surface forms (train F1 of the uncapped optimum: 0.945).
Fires at 2,882 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the name "Crawford" in various contexts throughout the document"""
# --- end external annotation ---
fire = {
# crawford (201 firings)
' Crawford',
# jenn (172 firings)
' Jennings',
# crane (164 firings)
' crane', ' Crane',
# clayton (162 firings)
' Clayton',
# cle (142 firings)
' Clement',
# sandra (140 firings)
' Sandra',
# canva (132 firings)
' canvas',
# cedar (127 firings)
' Cedar',
# sutherland (122 firings)
' Sutherland',
# caldwell (116 firings)
' Caldwell',
# dawson (114 firings)
' Dawson',
# sage (92 firings)
' Sage', ' sage',
# faul (90 firings)
' Faul',
# cec (87 firings)
' Cec',
# anchorage (87 firings)
' Anchorage',
# cindy (84 firings)
' Cindy',
# hard (81 firings)
' Harding',
# desmond (75 firings)
' Desmond',
# bland (71 firings)
' Bland',
# couch (66 firings)
' Couch',
# cps (57 firings)
' CPS',
# chok (55 firings)
' choking',
# coupon (45 firings)
' coupons',
# chandra (42 firings)
' Chandra',
# cushion (35 firings)
' cushion',
# bust (34 firings)
' Buster',
# clev (33 firings)
' Clever',
# canad (33 firings)
' Canad',
# fernand (29 firings)
' Fernand',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'crawford-family', 1
def prog_L02F21762(input_tokens):
"""9 token families, 14 surface forms (train F1 of the uncapped optimum: 0.838).
Fires at 11,176 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word 'moved'"""
# --- end external annotation ---
fire = {
# mov (5,356 firings)
' moved', ' moving', ' moves',
# move (4,455 firings)
' move', ' Move', 'Move', 'move',
# shift (304 firings)
' shifted',
# transferr (249 firings)
' transferred',
# oved (235 firings)
'oved',
# relocat (94 firings)
' relocated',
# bump (80 firings)
' bumped',
# igrat (68 firings)
'igrated',
# migrat (65 firings)
' migrated',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mov-family', 1
def prog_L02F21763(input_tokens):
"""6 token families, 9 surface forms (train F1 of the uncapped optimum: 0.850).
Fires at 3,442 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "miss." """
# --- end external annotation ---
fire = {
# mis (1,562 firings)
' miss', 'miss', ' MISS',
# miss (1,125 firings)
' missed', ' misses',
# nick (86 firings)
' nick',
# merry (60 firings)
' Merry',
# enh (14 firings)
' enh',
# +/- (12 firings)
' +/-',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mis-family', 1
def prog_L02F21764(input_tokens):
"""26 token families, 28 surface forms (train F1 of the uncapped optimum: 0.909).
Fires at 2,250 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the name "Mills" and related variations in context"""
# --- end external annotation ---
fire = {
# mill (364 firings)
' Mills', ' MILL', ' mills',
# uchi (156 firings)
'uchi',
# chamb (136 firings)
' Chambers',
# ieri (134 firings)
'ieri',
# millennium (123 firings)
' Millennium',
# cheryl (108 firings)
' Cheryl',
# mob (106 firings)
' Mob',
# mori (83 firings)
' Mori',
# phelp (83 firings)
' Phelps',
# tobacco (82 firings)
' Tobacco',
# gap (81 firings)
' Gap',
# morse (75 firings)
' Morse',
# munition (72 firings)
' munitions',
# textile (62 firings)
' textile',
# mull (38 firings)
' Muller',
# internet (37 firings)
'internet',
# min (35 firings)
' Mines',
# retard (27 firings)
' retarded',
# twist (27 firings)
' Twist',
# iri (27 firings)
'iris',
# millisecond (24 firings)
' milliseconds',
# militia (24 firings)
' Militia',
# tps (24 firings)
'TPS',
# millisec (19 firings)
' millisec',
# effect (18 firings)
' effected',
# mot (13 firings)
' MOT',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mill-family', 1
def prog_L02F21765(input_tokens):
"""49 token families, 53 surface forms (train F1 of the uncapped optimum: 0.798).
Fires at 4,568 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to regression analysis and statistical modeling"""
# --- end external annotation ---
fire = {
# res (191 firings)
'ression',
# renault (153 firings)
' Renault',
# discount (122 firings)
' discounted',
# tic (119 firings)
'tic',
# ilda (113 firings)
'ilda',
# reli (113 firings)
' reliability',
# runoff (109 firings)
' runoff',
# stat (88 firings)
'stat',
# rosse (85 firings)
'rosse',
# revert (85 firings)
' revert', ' reverted',
# punt (82 firings)
' punt',
# rc (78 firings)
'rc',
# rap (76 firings)
' rapes',
# ric (73 firings)
'rics',
# rollin (70 firings)
' Rollins',
# engel (69 firings)
' Engel',
# lab (69 firings)
'lab',
# regres (66 firings)
' regression', ' regress',
# squ (64 firings)
'squ',
# efficient (64 firings)
'efficient', 'efficients',
# rina (57 firings)
'rina',
# unrel (56 firings)
' unrel',
# ρ (49 firings)
'ρ',
# devia (46 firings)
' deviation',
# roo (45 firings)
'roo',
# slope (45 firings)
' slope',
# outl (44 firings)
' outl',
# rog (40 firings)
' rog',
# unpublish (40 firings)
' unpublished',
# df (40 firings)
'df', ' df',
# acne (39 firings)
' acne',
# scatt (39 firings)
' scatter',
# forc (38 firings)
' forc',
# fallacy (37 firings)
' fallacy',
# lean (36 firings)
' Lean',
# quarter (36 firings)
' Quarterly',
# light (35 firings)
'lightly',
# delinqu (34 firings)
' delinqu',
# rec (31 firings)
' recal',
# subtract (31 firings)
' subtract',
# latent (31 firings)
' latent',
# vari (30 firings)
' variance',
# uninstall (27 firings)
' uninstall',
# atten (27 firings)
' atten',
# spectr (26 firings)
' spectral',
# recurs (26 firings)
' recursive',
# relapse (25 firings)
' relapse',
# rebell (25 firings)
' rebell',
# refine (25 firings)
' refinement',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'res-family', 1
def prog_L02F21766(input_tokens):
"""1 token families, 4 surface forms (train F1 of the uncapped optimum: 0.962).
Fires at 4,885 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "quite" in various contexts"""
# --- end external annotation ---
fire = {
# quite (4,539 firings)
' quite', ' Quite', 'Quite', 'quite',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'quite-family', 1
def prog_L02F21767(input_tokens):
"""20 token families, 24 surface forms (train F1 of the uncapped optimum: 0.866).
Fires at 2,547 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to genetic engineering or agricultural biotechnology"""
# --- end external annotation ---
fire = {
# ag (1,094 firings)
'AG', ' AG',
# agree (158 firings)
' Agreement',
# aca (128 firings)
'ACA',
# fir (104 firings)
' FIR', 'FIR',
# gg (90 firings)
'GG',
# mag (78 firings)
' MAG', 'MAG',
# ateg (60 firings)
'ateg',
# ceo (57 firings)
'CEO',
# tag (53 firings)
' TAG', 'TAG',
# ey (52 firings)
'EY',
# thi (51 firings)
'THIS',
# gat (50 firings)
'gat',
# aga (43 firings)
' AGA',
# cy (33 firings)
' CY',
# bos (33 firings)
'boss',
# ger (29 firings)
'GER',
# agall (28 firings)
'agall',
# top (20 firings)
'TOP',
# tg (12 firings)
'tg',
# iti (12 firings)
'ITIES',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ag-family', 1
def prog_L02F21768(input_tokens):
"""50 token families, 58 surface forms (train F1 of the uncapped optimum: 0.840).
Fires at 13,265 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of specific names and roles related to individuals"""
# --- end external annotation ---
fire = {
# role (240 firings)
' Role', 'role', 'Role',
# er (186 firings)
'Er',
# peril (171 firings)
' peril', ' perilous',
# ior (166 firings)
'iors',
# erin (158 firings)
' Erin',
# raleigh (155 firings)
' Raleigh',
# friend (138 firings)
'Friend', ' Friendly',
# jae (129 firings)
' Jae',
# 170 (124 firings)
'170',
# conan (116 firings)
' Conan',
# eagle (115 firings)
' eagle',
# pristine (113 firings)
' pristine',
# dire (107 firings)
' Dire',
# dangerous (106 firings)
' dangerously',
# anse (104 firings)
'anse',
# anth (103 firings)
'anth',
# cheng (102 firings)
' Cheng',
# jeopardy (102 firings)
' jeopardy',
# red (101 firings)
' RED', 'RED',
# stainles (99 firings)
' stainless', ' Stainless',
# bosnia (95 firings)
' Bosnia',
# uddy (95 firings)
'uddy',
# spartan (94 firings)
' Spartan',
# sushi (92 firings)
' sushi',
# polar (91 firings)
' Polar',
# fatty (90 firings)
' fatty',
# arat (90 firings)
'arat',
# fac (90 firings)
'facing',
# yus (87 firings)
' Yus',
# tant (86 firings)
' tantal',
# yok (86 firings)
' Yok',
# cir (85 firings)
' Cir',
# cadillac (84 firings)
' Cadillac',
# greenwood (83 firings)
' Greenwood',
# cinnamon (82 firings)
' cinnamon',
# pir (81 firings)
'Pir',
# omega (81 firings)
' Omega',
# rs (80 firings)
'Rs', ' rs',
# zin (79 firings)
' Zin',
# out (78 firings)
' Outer',
# wei (77 firings)
' Wei',
# sere (77 firings)
' Sere',
# cor (77 firings)
' Coral',
# gly (76 firings)
'gly',
# angan (76 firings)
'angan',
# ori (76 firings)
' Ori', ' ori',
# dere (72 firings)
' dere',
# scaven (67 firings)
' scaven',
# cynthia (67 firings)
' Cynthia',
# deplet (66 firings)
' depleted',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'role-family', 1
def prog_L02F21769(input_tokens):
"""38 token families, 44 surface forms (train F1 of the uncapped optimum: 0.708).
Fires at 4,920 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words and phrases related to projective or injection actions"""
# --- end external annotation ---
fire = {
# put (330 firings)
'put',
# ject (315 firings)
'ject', 'JECT', 'jected',
# instruct (176 firings)
' instruct', ' Instruct',
# struct (162 firings)
'struct', 'structed', 'STRUCT',
# clu (127 firings)
'clusion', 'clus',
# ribe (113 firings)
'ribe',
# ribut (107 firings)
'ribut',
# rench (107 firings)
'rench',
# herent (101 firings)
'herent',
# atable (99 firings)
'atable',
# connect (94 firings)
'connect',
# ivo (91 firings)
'ivo',
# clud (90 firings)
'cluded',
# jec (84 firings)
'jection',
# abol (82 firings)
'abol',
# mount (82 firings)
'mount',
# eject (81 firings)
' eject',
# ceiv (79 firings)
'ceived',
# inject (74 firings)
' inject',
# gres (65 firings)
'gress',
# oci (58 firings)
'oci',
# distribut (51 firings)
' Distribut',
# venient (50 firings)
'venient',
# reserv (49 firings)
' Reserv',
# ces (48 firings)
'cess',
# abet (44 firings)
'abet',
# escap (44 firings)
'escap',
# enable (40 firings)
'enable',
# endo (36 firings)
'endo',
# loc (35 firings)
'loc',
# iev (28 firings)
'iever',
# enchant (25 firings)
' Enchant',
# extract (25 firings)
' Extract',
# chant (25 firings)
'chant',
# vec (23 firings)
'vec',
# ample (23 firings)
'ample',
# join (14 firings)
'joined',
# jac (13 firings)
'jac',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'put-family', 1
def prog_L02F21770(input_tokens):
"""22 token families, 25 surface forms (train F1 of the uncapped optimum: 0.677).
Fires at 2,354 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "Giffords." """
# --- end external annotation ---
fire = {
# ord (743 firings)
'ords', 'ORD', 'ordable', 'ording',
# ron (99 firings)
'ronic',
# ong (95 firings)
'ongs',
# ortion (86 firings)
'ortion',
# button (44 firings)
'button',
# tion (38 firings)
'tions',
# ror (36 firings)
'rors',
# urate (36 firings)
'urate',
# ronic (33 firings)
'ronics',
# ond (31 firings)
'onds',
# yright (28 firings)
'yright',
# ens (28 firings)
'ensed',
# lic (23 firings)
'liction',
# orney (21 firings)
'orney',
# axe (21 firings)
' axes',
# repair (20 firings)
'repair',
# itl (19 firings)
'itles',
# ridg (14 firings)
'ridges',
# itar (13 firings)
'itars',
# itle (12 firings)
'itle',
# done (12 firings)
'Done',
# ordan (9 firings)
'ordan',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ord-family', 1
def prog_L02F21771(input_tokens):
"""45 token families, 58 surface forms (train F1 of the uncapped optimum: 0.896).
Fires at 5,794 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to executive actions and processes"""
# --- end external annotation ---
fire = {
# exec (234 firings)
'exec', ' Exec', 'Exec',
# boko (162 firings)
' Boko',
# resp (153 firings)
' resp', ' Resp', 'resp',
# pur (128 firings)
' purs', ' Purs',
# instit (127 firings)
' Instit', ' instit',
# grac (125 firings)
' Grac',
# surv (123 firings)
'Surv', 'surv', ' surv',
# cand (121 firings)
'Cand', 'cand',
# kn (111 firings)
'Kn',
# employe (105 firings)
' Employees',
# vo (98 firings)
'VO', ' VO',
# elim (96 firings)
' Elim', ' elim',
# anim (95 firings)
'anim',
# hawai (92 firings)
' Hawai',
# faul (90 firings)
' Faul',
# postp (79 firings)
' postp',
# abl (78 firings)
' abl',
# commem (77 firings)
' commem',
# pre (77 firings)
' PRES', 'PRES',
# aghd (76 firings)
'aghd',
# itnes (73 firings)
'itness', 'ITNESS',
# eloqu (71 firings)
' eloqu',
# decap (71 firings)
' decap',
# priv (70 firings)
' priv',
# isa (69 firings)
'Isa',
# vict (68 firings)
' vict',
# baby (65 firings)
' babys',
# eyel (65 firings)
' eyel',
# cla (62 firings)
' Cla',
# enshr (58 firings)
' enshr',
# philo (56 firings)
' Philos',
# disp (56 firings)
' Disp',
# rote (56 firings)
'rote',
# execu (53 firings)
' Execution',
# gib (50 firings)
' gib',
# aug (49 firings)
' aug',
# appar (49 firings)
' appar',
# dra (48 firings)
' dra',
# fir (48 firings)
'FIR',
# escap (46 firings)
'escap',
# abel (45 firings)
' Abel',
# undert (41 firings)
' undert',
# parach (40 firings)
' parach',
# pla (40 firings)
'PLA',
# …… (40 firings)
'……',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'exec-family', 1
def prog_L02F21773(input_tokens):
"""26 token families, 32 surface forms (train F1 of the uncapped optimum: 0.791).
Fires at 2,001 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to directories or storage locations in a computer system"""
# --- end external annotation ---
fire = {
# fold (266 firings)
' folder', ' folders', ' Fold', ' Folder', 'folder', 'Folder',
# docu (115 firings)
' Documents', 'Documents',
# dropbox (108 firings)
' Dropbox',
# gu (107 firings)
' GU',
# dragg (82 firings)
' dragging',
# webpage (80 firings)
' webpage',
# directory (74 firings)
' directory',
# playlist (71 firings)
' playlist',
# draw (69 firings)
' drawer',
# heet (62 firings)
'heet',
# persist (62 firings)
' persistence',
# mailbox (60 firings)
' mailbox',
# shov (56 firings)
' shoved',
# booklet (50 firings)
' booklet',
# forward (43 firings)
' forwarded',
# ucket (40 firings)
'ucket',
# includ (30 firings)
' Included',
# enario (30 firings)
'enario',
# gland (25 firings)
' gland',
# tray (25 firings)
' tray',
# spreadsheet (25 firings)
' spreadsheet',
# parent (24 firings)
'Parent',
# overw (18 firings)
' overw',
# hdd (13 firings)
' HDD',
# overwrite (9 firings)
' overwrite',
# ibrary (7 firings)
'ibrary',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'fold-family', 1
def prog_L02F21775(input_tokens):
"""5 token families, 8 surface forms (train F1 of the uncapped optimum: 0.721).
Fires at 4,907 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to specific substances or compounds"""
# --- end external annotation ---
fire = {
# ana (2,615 firings)
'ana', 'ANA', 'anas', ' Ana',
# content (75 firings)
'content',
# vana (41 firings)
'vana',
# avocado (35 firings)
' avocado',
# mana (34 firings)
' Mana',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ana-family', 1
def prog_L02F21776(input_tokens):
"""24 token families, 26 surface forms (train F1 of the uncapped optimum: 0.778).
Fires at 2,433 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words conveying positive and negative sentiments"""
# --- end external annotation ---
fire = {
# global (341 firings)
' globally',
# positive (164 firings)
' positively',
# prominent (122 firings)
' prominently',
# negative (120 firings)
' negatively',
# atical (96 firings)
'atically',
# statistical (92 firings)
' statistically',
# bright (89 firings)
' brightly',
# posit (88 firings)
'positive', ' Positive',
# criminal (81 firings)
' criminally',
# unique (79 firings)
' uniquely',
# enthusiastical (62 firings)
' enthusiastically',
# favorab (57 firings)
' favorably',
# orb (54 firings)
' orb', ' orbs',
# active (50 firings)
'actively',
# verse (45 firings)
'versely',
# adverse (36 firings)
' adversely',
# distinct (36 firings)
' distinctly',
# strange (36 firings)
' strangely',
# allah (33 firings)
'Allah',
# antical (26 firings)
'antically',
# inquir (22 firings)
' inquired',
# ite (20 firings)
'itely',
# material (15 firings)
' materially',
# respondent (10 firings)
' respondent',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'global-family', 1
def prog_L02F21778(input_tokens):
"""47 token families, 51 surface forms (train F1 of the uncapped optimum: 0.915).
Fires at 3,323 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to a specific actor or character named "Hod" in the context of various narratives"""
# --- end external annotation ---
fire = {
# cub (181 firings)
' Cub',
# rd (144 firings)
' Rd',
# harold (135 firings)
' Harold',
# hod (121 firings)
' Hod',
# bold (114 firings)
' Bold',
# bun (106 firings)
' Bun',
# baird (101 firings)
' Baird',
# heb (100 firings)
' Heb',
# ident (94 firings)
' Ident', 'Ident',
# )-- (92 firings)
')--',
# hom (90 firings)
' Homes',
# kear (87 firings)
' Kear',
# bran (87 firings)
' Bran',
# lod (84 firings)
' Lod', ' lod',
# heidi (82 firings)
' Heidi',
# hou (71 firings)
' Hou',
# ord (69 firings)
' ord',
# lob (63 firings)
' Lob',
# kinn (58 firings)
' Kinn',
# orbit (56 firings)
' Orbital',
# timb (54 firings)
' Timber',
# ou (53 firings)
' OU',
# hond (51 firings)
' Hond',
# descript (48 firings)
' descriptive',
# ow (46 firings)
' OW',
# rug (44 firings)
' rug',
# knock (42 firings)
' Knock',
# household (41 firings)
' Household',
# bind (40 firings)
' Binding', ' Bind', 'Bind',
# struct (39 firings)
' Struct',
# determina (39 firings)
'determination',
# oru (37 firings)
'oru',
# robb (34 firings)
' Robb',
# wind (33 firings)
' Winds',
# next (33 firings)
' NEXT',
# knot (32 firings)
' Knot',
# ordain (30 firings)
' ordained',
# riad (29 firings)
'riad',
# bee (28 firings)
' Bees',
# carib (27 firings)
' Carib',
# deliv (27 firings)
' Deliver',
# ud (24 firings)
' UD',
# him (22 firings)
' HIM',
# ake (21 firings)
' Ake',
# hound (20 firings)
' Hound',
# key (18 firings)
' KEY',
# kard (14 firings)
' Kard',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'cub-family', 1
def prog_L02F21779(input_tokens):
"""26 token families, 27 surface forms (train F1 of the uncapped optimum: 0.832).
Fires at 1,856 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to wholesale transactions and commerce"""
# --- end external annotation ---
fire = {
# rooftop (161 firings)
' rooftop',
# wholesale (126 firings)
' wholesale',
# freight (118 firings)
' freight',
# frank (114 firings)
' frank',
# indecent (97 firings)
' indecent',
# hour (90 firings)
' hourly',
# capt (89 firings)
' captive',
# tail (80 firings)
'tail',
# indiscrim (73 firings)
' indiscrim',
# gap (68 firings)
' gaping',
# vend (66 firings)
' vend', ' Vend',
# whol (61 firings)
' wholes',
# roz (54 firings)
' Roz',
# meal (43 firings)
'meal',
# anni (34 firings)
'annis',
# 435 (27 firings)
' 435',
# stag (26 firings)
' stag',
# poke (24 firings)
'poke',
# anew (22 firings)
' anew',
# outpatient (21 firings)
' outpatient',
# trad (19 firings)
' trad',
# schemat (19 firings)
' schematic',
# 609 (15 firings)
'609',
# otide (12 firings)
'otide',
# ware (10 firings)
' ware',
# fg (9 firings)
'fg',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'rooftop-family', 1
def prog_L02F21780(input_tokens):
"""48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.865).
Fires at 7,338 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to airspace and its regulations"""
# --- end external annotation ---
fire = {
# los (334 firings)
'LOS',
# ski (312 firings)
' skies', ' Skies',
# airport (294 firings)
' airports',
# beach (263 firings)
' beaches',
# gunfire (229 firings)
' gunfire',
# trafford (192 firings)
' Trafford',
# airway (171 firings)
' Airways',
# air (155 firings)
' airs', ' AIR',
# volcano (154 firings)
' volcano',
# airspace (141 firings)
' airspace',
# rock (139 firings)
' Rockies',
# busi (133 firings)
' busiest',
# altitude (131 firings)
' altitude',
# sight (119 firings)
' sightings',
# cosmo (118 firings)
' cosmos',
# freedom (114 firings)
' freedoms',
# vand (108 firings)
' Vand',
# legal (101 firings)
' legality',
# balcony (99 firings)
' balcony',
# moj (92 firings)
' Moj',
# airborne (90 firings)
' airborne',
# swat (85 firings)
' swat',
# goalt (84 firings)
' goalt',
# roar (80 firings)
' roar',
# soar (80 firings)
' soar',
# majest (79 firings)
' majestic',
# goggl (78 firings)
' goggles',
# lofty (74 firings)
' lofty',
# ozone (68 firings)
' ozone',
# ista (65 firings)
'istas',
# perch (64 firings)
' perched',
# jung (63 firings)
' jung',
# heaven (62 firings)
' heavens',
# turbul (61 firings)
' turbulence',
# fly (61 firings)
'flying',
# farmland (61 firings)
' farmland',
# haze (58 firings)
' haze',
# orbit (58 firings)
' orbits',
# snip (57 firings)
' snipers',
# rooft (54 firings)
' rooft',
# fum (54 firings)
' fumes',
# canopy (52 firings)
' canopy',
# kislyak (52 firings)
' Kislyak',
# fisa (52 firings)
' FISA',
# her (52 firings)
'heric',
# brav (51 firings)
' brav',
# dusk (50 firings)
' dusk',
# twilight (40 firings)
' twilight',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'los-family', 1
def prog_L02F21781(input_tokens):
"""16 token families, 19 surface forms (train F1 of the uncapped optimum: 0.853).
Fires at 2,467 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to time, specifically the term "ago" indicating past events"""
# --- end external annotation ---
fire = {
# ago (565 firings)
'ago', 'agos', ' Ago',
# 1975 (296 firings)
' 1975', '1975',
# adv (168 firings)
' Advance',
# forgiven (130 firings)
' forgiven',
# agic (115 firings)
'agic',
# alone (115 firings)
'alone',
# ako (111 firings)
'ako',
# anz (78 firings)
'anz',
# apocalypse (67 firings)
' Apocalypse',
# gone (63 firings)
'gone',
# wag (56 firings)
' Wag',
# 1898 (54 firings)
' 1898',
# ipeg (52 firings)
'ipeg',
# allo (39 firings)
'allo',
# 1945 (16 firings)
'1945',
# ド (8 firings)
'ド',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ago-family', 1
def prog_L02F21782(input_tokens):
"""30 token families, 88 surface forms (train F1 of the uncapped optimum: 0.325).
Fires at 129,830 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of military personnel and their deployments"""
# --- end external annotation ---
fire = {
# war (2,541 firings)
' war', ' War', ' wars',
# forc (2,048 firings)
' forces', ' Forces',
# military (1,754 firings)
' military', ' Military', 'Military',
# air (1,732 firings)
' Air', ' air', ' AIR',
# us (1,472 firings)
' US',
# fight (1,401 firings)
' fighting', ' fighters', ' fighter', ' Fighter', 'fighter', 'Fighting',
# attack (1,313 firings)
' attack', ' attacked',
# command (1,290 firings)
' command', ' commander', ' Command', ' commanders', ' commanding', ' Commander', ' commanded', 'Command', 'command', ' Commands',
# base (1,085 firings)
' base', ' Base', 'base', ' BASE',
# army (1,044 firings)
' Army', ' army',
# soldi (1,030 firings)
' soldiers', ' soldier', ' Soldier', ' Soldiers',
# battle (1,004 firings)
' battle', ' Battle',
# operation (876 firings)
' operations', ' Operations',
# force (859 firings)
' force', ' Force',
# serv (850 firings)
' serving', ' served', ' servic',
# troop (833 firings)
' troops', ' troop',
# combat (824 firings)
' combat', ' Combat', 'combat',
# opera (661 firings)
' operation', ' Operation', 'Operation',
# deploy (640 firings)
' deployed', ' deployment', ' deploy', ' deploying', ' deployments', ' Deploy',
# mis (626 firings)
' mission', 'mission',
# ground (602 firings)
' ground', ' grounded',
# ship (553 firings)
' ship', ' ships', ' Ships',
# defense (459 firings)
' Defense', 'Defense',
# aircraft (441 firings)
' aircraft',
# duty (439 firings)
' duty', 'duty',
# flag (411 firings)
' flag', ' Flag', 'flag', 'Flag',
# corp (392 firings)
' Corps', ' corps',
# personnel (386 firings)
' personnel', ' Personnel',
# uniform (339 firings)
' uniform', ' uniforms', ' Uniform',
# strateg (330 firings)
' strategic', ' Strategic',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'war-family', 1
def prog_L02F21783(input_tokens):
"""24 token families, 28 surface forms (train F1 of the uncapped optimum: 0.835).
Fires at 2,533 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to nursing and healthcare facilities"""
# --- end external annotation ---
fire = {
# nurs (475 firings)
' nursing', ' nurses', ' Nursing',
# wi (175 firings)
' WI',
# by (165 firings)
' BY',
# dent (145 firings)
' dental',
# vmware (97 firings)
' VMware',
# nr (97 firings)
'NR',
# breastfeed (92 firings)
' breastfeeding',
# nur (86 firings)
' Nurs', ' nurs',
# rock (75 firings)
' rocking',
# caregiv (62 firings)
' caregivers',
# drama (62 firings)
' Drama',
# suck (61 firings)
' sucking',
# rn (58 firings)
' RN', 'RN',
# feed (56 firings)
'feeding',
# umb (47 firings)
'umbing',
# roast (41 firings)
' roasted',
# deepen (37 firings)
' deepening',
# careg (32 firings)
' careg',
# vape (31 firings)
' vape',
# new (31 firings)
' Newly',
# osp (31 firings)
'OSP',
# ysi (29 firings)
'ysis',
# nic (26 firings)
' NIC',
# pli (18 firings)
'PLIED',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'nurs-family', 1
def prog_L02F21784(input_tokens):
"""48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.774).
Fires at 6,052 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to the concept of existence or non-existence"""
# --- end external annotation ---
fire = {
# exist (185 firings)
'existing', 'exist', 'existence',
# occurr (133 firings)
' occurrence',
# plethora (133 firings)
' plethora',
# ineffect (132 firings)
' ineffective',
# found (130 firings)
'Found',
# bogu (128 firings)
' bogus',
# alleviate (115 firings)
' alleviate',
# imaginary (108 firings)
' imaginary',
# develop (107 firings)
'developed',
# asthma (102 firings)
' asthma',
# mine (102 firings)
'mine',
# myth (95 firings)
' mythical',
# phony (94 firings)
' phony',
# defunct (91 firings)
' defunct',
# pir (90 firings)
'piring',
# obile (82 firings)
'obile',
# pesky (80 firings)
' pesky',
# little (80 firings)
'little',
# birthplace (79 firings)
' birthplace',
# ent (76 firings)
'enting',
# nonexistent (72 firings)
' nonexistent',
# horrend (72 firings)
' horrendous',
# fictiti (68 firings)
' fictitious',
# existent (68 firings)
'existent',
# upid (67 firings)
'upid',
# pot (59 firings)
'pots',
# itto (56 firings)
'itto',
# ifl (55 firings)
'ifling',
# laugh (50 firings)
' laughable',
# indiffer (50 firings)
' indifference',
# respons (50 firings)
'responsive',
# typo (48 firings)
' typo',
# function (48 firings)
'functional',
# plumb (47 firings)
' plumbing',
# caus (47 firings)
' causal',
# ranean (47 firings)
'ranean',
# ammad (46 firings)
'ammad',
# ark (46 firings)
'arkable',
# nonsens (45 firings)
' nonsensical',
# nope (44 firings)
' Nope',
# istant (44 firings)
'istant',
# sporad (43 firings)
' sporadic',
# rudimentary (43 firings)
' rudimentary',
# phantom (38 firings)
' phantom',
# neglig (36 firings)
' negligible', ' neglig',
# occurrenc (32 firings)
' occurrences',
# ,. (31 firings)
',.',
# spuri (30 firings)
' spurious',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'exist-family', 1
def prog_L02F21785(input_tokens):
"""48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.870).
Fires at 4,044 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to individuals who lack health insurance"""
# --- end external annotation ---
fire = {
# newborn (190 firings)
' newborn',
# obese (171 firings)
' obese',
# undecid (139 firings)
' undecided',
# hospital (138 firings)
' hospitalized',
# insur (136 firings)
' insurer', ' insured', 'insured',
# impair (126 firings)
' impaired',
# besieg (124 firings)
' besieged',
# uninsur (121 firings)
' uninsured',
# paralyz (97 firings)
' paralyzed',
# rohingya (94 firings)
' Rohingya',
# daredevil (88 firings)
' Daredevil',
# subsid (80 firings)
' subsidized',
# ridden (76 firings)
'ridden',
# uncomp (72 firings)
' uncomp',
# unregulat (70 firings)
' unregulated',
# adjust (70 firings)
'adjusted',
# abid (66 firings)
'abiding',
# pocket (66 firings)
'pocket',
# stabilize (65 firings)
' stabilize',
# trustworthy (64 firings)
' trustworthy',
# employ (60 firings)
'employed',
# negligent (57 firings)
' negligent',
# vaccinat (56 firings)
' vaccinated',
# nationwide (53 firings)
' Nationwide',
# ptroll (53 firings)
'ptroller',
# needy (50 firings)
' needy',
# upt (47 firings)
'upt',
# unprepar (46 firings)
' unprepared',
# ern (44 firings)
'erning',
# verage (44 firings)
'verage',
# onest (44 firings)
'onest',
# unmarr (43 firings)
' unmarried',
# ococ (41 firings)
'ococ',
# 中 (40 firings)
'中',
# register (39 firings)
' Registered',
# rus (39 firings)
'Russ',
# amer (36 firings)
' AMER',
# insure (36 firings)
' insure',
# trust (36 firings)
' trusting',
# obin (35 firings)
'obin',
# stabil (35 firings)
' stabilized',
# iles (34 firings)
'iless',
# circumc (32 firings)
' circumcised',
# premium (31 firings)
'Premium',
# aredevil (21 firings)
'aredevil',
# outpatient (21 firings)
' outpatient',
# art (19 firings)
' arter',
# auca (17 firings)
'aucas',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'newborn-family', 1
def prog_L02F21786(input_tokens):
"""26 token families, 27 surface forms (train F1 of the uncapped optimum: 0.812).
Fires at 2,044 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "prescription." """
# --- end external annotation ---
fire = {
# prescrip (326 firings)
' prescription',
# specialty (168 firings)
' specialty',
# diagnosi (145 firings)
' diagnosis',
# pharmacy (114 firings)
' pharmacy',
# prescription (91 firings)
' prescriptions',
# misuse (88 firings)
' misuse',
# crip (79 firings)
'cription',
# payday (70 firings)
' payday',
# subpoena (65 firings)
' subpoena',
# miracle (55 firings)
' Miracle',
# diagnos (48 firings)
' diagnoses',
# pharmac (41 firings)
' pharmacies',
# nightmare (41 firings)
' Nightmare',
# opath (38 firings)
'opathic',
# prescrib (37 firings)
' prescribing',
# pharma (36 firings)
' Pharma',
# rite (35 firings)
' Rite',
# rx (35 firings)
' Rx', 'rx',
# prescribe (34 firings)
' prescribe',
# cription (18 firings)
'criptions',
# doctor (17 firings)
'doctor',
# を (15 firings)
'を',
# usage (14 firings)
'usage',
# rune (10 firings)
' rune',
# gener (9 firings)
'Generic',
# presc (7 firings)
' presc',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'prescrip-family', 1
def prog_L02F21787(input_tokens):
"""39 token families, 41 surface forms (train F1 of the uncapped optimum: 0.748).
Fires at 4,877 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to various exchanges, particularly financial or trading exchanges"""
# --- end external annotation ---
fire = {
# exchange (1,050 firings)
' Exchange', ' exchange',
# change (284 firings)
'change', 'Change',
# are (188 firings)
'ARE',
# exxon (159 firings)
' Exxon',
# cent (148 firings)
'Center',
# outlook (132 firings)
' Outlook',
# combine (129 firings)
' Combine',
# excel (105 firings)
' Excel',
# decep (104 firings)
' deception',
# negotia (94 firings)
' negotiation',
# experi (88 firings)
' Experiment',
# ilater (86 firings)
'ilateral',
# exhibi (77 firings)
' Exhibition',
# qb (67 firings)
'QB',
# orce (62 firings)
'orce',
# mailbox (60 firings)
' mailbox',
# warehouse (53 firings)
' Warehouse',
# cure (53 firings)
' Cure',
# chang (52 firings)
'changes',
# dolphin (50 firings)
' Dolphin',
# oxy (50 firings)
'oxy',
# ange (48 firings)
'ANGE',
# 225 (47 firings)
' 225',
# exile (45 firings)
' Exile',
# shift (43 firings)
'Shift',
# pear (42 firings)
' pear',
# registry (38 firings)
' Registry',
# hive (36 firings)
' Hive',
# passage (36 firings)
' Passage',
# exodu (29 firings)
' Exodus',
# ward (26 firings)
'WARD',
# duc (24 firings)
'duction',
# ♦ (21 firings)
'♦',
# atil (20 firings)
'atility',
# 198 (20 firings)
' 198',
# mina (18 firings)
'mination',
# etf (14 firings)
'ETF',
# localhost (14 firings)
'localhost',
# xue (13 firings)
' Xue',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'exchange-family', 1
def prog_L02F21788(input_tokens):
"""24 token families, 26 surface forms (train F1 of the uncapped optimum: 0.820).
Fires at 5,820 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to airports"""
# --- end external annotation ---
fire = {
# airport (2,534 firings)
' airport', ' Airport', ' airports',
# speedway (160 firings)
' Speedway',
# airspace (137 firings)
' airspace',
# altitude (131 firings)
' altitude',
# port (106 firings)
' ports',
# infield (100 firings)
' infield',
# armac (100 firings)
'armac',
# arrival (97 firings)
' arrivals',
# landmark (93 firings)
' landmarks',
# jfk (87 firings)
' JFK',
# air (79 firings)
' AIR',
# glaci (78 firings)
' Glacier',
# luggage (69 firings)
' luggage',
# depot (63 firings)
' depot',
# eport (55 firings)
'eport',
# dull (53 firings)
' Dull',
# incin (46 firings)
' inciner',
# hangar (43 firings)
' hangar',
# latitude (39 firings)
' latitude',
# 214 (37 firings)
' 214',
# hawk (37 firings)
'hawks',
# airst (23 firings)
' airst',
# teleport (21 firings)
' teleport',
# identifi (16 firings)
' identifier',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'airport-family', 1
def prog_L02F21789(input_tokens):
"""18 token families, 20 surface forms (train F1 of the uncapped optimum: 0.699).
Fires at 2,818 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the term "Mont" and its variations, indicating a focus on geographical references or locations"""
# --- end external annotation ---
fire = {
# mont (609 firings)
'mont', 'Mont', ' mont',
# ont (481 firings)
'ont',
# southwestern (163 firings)
' southwestern',
# mount (134 firings)
'mount',
# fest (132 firings)
'fest',
# posium (109 firings)
'posium',
# enberg (86 firings)
'enberg',
# mot (82 firings)
'mot',
# enn (76 firings)
'ennial',
# junc (61 firings)
' Junction',
# percent (57 firings)
'percent',
# veland (53 firings)
'veland',
# patrick (43 firings)
'patrick',
# endium (41 firings)
'endium',
# concept (40 firings)
'concept',
# ffen (35 firings)
'ffen',
# num (28 firings)
'num',
# ierrez (16 firings)
'ierrez',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mont-family', 1
def prog_L02F21790(input_tokens):
"""26 token families, 31 surface forms (train F1 of the uncapped optimum: 0.799).
Fires at 3,737 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of RPG (role-playing game) and related concepts"""
# --- end external annotation ---
fire = {
# rpg (530 firings)
' RPG', ' RPGs', 'RPG',
# role (214 firings)
' Role', 'Role',
# mmo (203 firings)
' MMO',
# play (197 firings)
'playing',
# gun (180 firings)
' Guns',
# strategy (154 firings)
' Strategy',
# jr (136 firings)
' JR', 'JR',
# thr (127 firings)
' Thr',
# religion (120 firings)
' Religion',
# tabletop (114 firings)
' tabletop',
# orpg (109 firings)
'ORPG',
# dungeon (107 firings)
' Dungeons',
# arp (98 firings)
'ARP',
# plot (67 firings)
' Plot',
# rawl (58 firings)
'rawler',
# 270 (57 firings)
'270',
# deduc (56 firings)
' deduction',
# manga (52 firings)
' Manga',
# 2600 (40 firings)
' 2600',
# aus (37 firings)
'ausible',
# puzzle (34 firings)
' Puzzle',
# tact (29 firings)
'Tact', ' Tact',
# def (19 firings)
' DEF',
# adventure (16 firings)
'Adventure',
# udic (12 firings)
'udic',
# ied (12 firings)
'IED',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'rpg-family', 1
def prog_L02F21791(input_tokens):
"""28 token families, 32 surface forms (train F1 of the uncapped optimum: 0.790).
Fires at 4,305 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the term "Standard" as it pertains to financial indexes and evaluations"""
# --- end external annotation ---
fire = {
# standard (870 firings)
' Standard', ' Standards', 'standard', 'Standard',
# support (345 firings)
' Support',
# record (312 firings)
' Record',
# work (235 firings)
' Working',
# scientif (217 firings)
' Scientific',
# large (199 firings)
' Large',
# style (172 firings)
' Style',
# acular (100 firings)
'acular',
# domain (93 firings)
' Domain',
# bas (79 firings)
' Basic',
# extend (76 firings)
' Extended',
# construct (59 firings)
' Construct',
# slim (57 firings)
' Slim',
# intermediate (51 firings)
' Intermediate',
# import (48 firings)
' Import', 'Import',
# tradition (44 firings)
'Traditional',
# sheet (41 firings)
' Sheet',
# 中 (40 firings)
'中',
# temp (34 firings)
' Temper',
# structure (33 firings)
' Structure',
# sina (32 firings)
' Sina',
# format (29 firings)
' Format',
# stand (26 firings)
' STAND',
# recommend (22 firings)
' Recommended',
# simpl (21 firings)
' Simpl',
# tool (19 firings)
'Tools',
# start (18 firings)
' Starts',
# א (13 firings)
'א',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'standard-family', 1
def prog_L02F21792(input_tokens):
"""29 token families, 31 surface forms (train F1 of the uncapped optimum: 0.890).
Fires at 2,328 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of a specific individual named Bouvet"""
# --- end external annotation ---
fire = {
# bou (328 firings)
' Bou', ' bou',
# bund (118 firings)
' Bund',
# beav (107 firings)
' Beaver',
# brid (102 firings)
'brid',
# boil (95 firings)
' boiled',
# blue (92 firings)
'blue',
# hairst (85 firings)
' hairst',
# buckingham (81 firings)
' Buckingham',
# beard (77 firings)
' bearded',
# kou (75 firings)
' Kou',
# hou (73 firings)
' Hou',
# bout (70 firings)
' Bout',
# cance (69 firings)
' Cance',
# cal (67 firings)
' CAL',
# nug (61 firings)
' Nug',
# fou (60 firings)
' Fou',
# wedd (54 firings)
' Wedding',
# bar (53 firings)
' BAR',
# bie (49 firings)
' Bie',
# basket (48 firings)
' baskets',
# boe (46 firings)
' Boe',
# schro (43 firings)
' Schro',
# bg (37 firings)
' BG', 'bg',
# garn (36 firings)
' Garn',
# r (30 firings)
' Ré',
# balcon (26 firings)
' balcon',
# pour (20 firings)
' Pour',
# pref (15 firings)
'Pref',
# packag (9 firings)
'packages',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bou-family', 1
def prog_L02F21793(input_tokens):
"""9 token families, 10 surface forms (train F1 of the uncapped optimum: 0.651).
Fires at 62,346 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: closing parentheses in sentences"""
# --- end external annotation ---
fire = {
# ) (43,022 firings)
')', ' )',
# ), (6,124 firings)
'),',
# ). (4,784 firings)
').',
# .) (2,051 firings)
'.)',
# !) (515 firings)
'!)',
# ") (311 firings)
'")',
# ?) (286 firings)
'?)',
# kb (204 firings)
' KB',
# )[ (167 firings)
')[',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return ')-family', 1
def prog_L02F21795(input_tokens):
"""32 token families, 37 surface forms (train F1 of the uncapped optimum: 0.807).
Fires at 3,527 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the substring "ape" in various contexts"""
# --- end external annotation ---
fire = {
# ape (774 firings)
'ape', 'apes', ' apes', ' ape', 'APE',
# blog (284 firings)
'blog',
# aped (160 firings)
'aped',
# scape (132 firings)
'scape',
# rape (129 firings)
'rape',
# aping (119 firings)
'aping',
# apa (102 firings)
'apa',
# otal (91 firings)
'otally',
# agate (87 firings)
'agate',
# massacre (78 firings)
' Massacre',
# acco (76 firings)
'acco',
# ney (76 firings)
'NEY',
# aper (74 firings)
'apers',
# prevent (69 firings)
' Prevent',
# surveill (69 firings)
' Surveillance',
# ecake (64 firings)
'ecake',
# psycholog (62 firings)
' Psychological',
# 377 (46 firings)
' 377', '377',
# tape (45 firings)
' Tape',
# abhor (42 firings)
' abhor',
# amboo (41 firings)
'amboo',
# apor (31 firings)
'apor',
# 375 (23 firings)
' 375',
# 376 (18 firings)
' 376',
# 768 (16 firings)
'768',
# itnes (16 firings)
'ITNESS',
# 399 (15 firings)
' 399',
# pite (12 firings)
'pite',
# aple (11 firings)
'aple',
# rib (10 firings)
'ribly',
# 373 (9 firings)
' 373',
# 358 (9 firings)
' 358',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ape-family', 1
def prog_L02F21796(input_tokens):
"""24 token families, 30 surface forms (train F1 of the uncapped optimum: 0.796).
Fires at 4,162 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "endorsed." """
# --- end external annotation ---
fire = {
# endorse (727 firings)
' endorsement', ' endorse', ' endorsements',
# endors (583 firings)
' endorsed', ' endorsing',
# support (398 firings)
' supports', ' Supports',
# advocat (292 firings)
' advocating', ' advocated',
# prais (147 firings)
' praising',
# recommend (96 firings)
' recommending',
# retweet (95 firings)
' retweet',
# dk (91 firings)
' DK', 'DK',
# ors (90 firings)
'orses',
# ratif (88 firings)
' ratified',
# congratulat (80 firings)
' congratulated',
# reject (77 firings)
' rejecting',
# trademark (61 firings)
' trademarks',
# adida (60 firings)
' Adidas',
# orse (58 firings)
'orse',
# disav (56 firings)
' disav',
# aye (53 firings)
'aye',
# eli (48 firings)
'eli',
# sign (47 firings)
'signed',
# condone (43 firings)
' condone',
# approv (40 firings)
' approves',
# disclaim (21 firings)
' disclaim',
# bf (20 firings)
'bf',
# endor (12 firings)
' endors',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'endorse-family', 1
def prog_L02F21797(input_tokens):
"""20 token families, 23 surface forms (train F1 of the uncapped optimum: 0.738).
Fires at 2,537 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Ca." """
# --- end external annotation ---
fire = {
# ca (809 firings)
'ca', ' Ca', 'Ca',
# car (182 firings)
' Cars',
# caesar (99 firings)
' Caesar',
# cause (95 firings)
' Cause',
# caus (79 firings)
' causal', ' Causes',
# ka (72 firings)
'Ka',
# calcium (70 firings)
' calcium',
# cla (62 firings)
' Cla',
# limestone (58 firings)
' limestone',
# camb (52 firings)
' Camb',
# arg (46 firings)
'Arg',
# addock (44 firings)
'addock',
# prec (36 firings)
' Prec',
# cavern (30 firings)
' Cavern',
# cau (26 firings)
' caus',
# bral (23 firings)
'bral',
# correct (23 firings)
' Correct',
# fa (20 firings)
'Fa',
# causa (18 firings)
' causation',
# cium (15 firings)
'cium',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ca-family', 1
def prog_L02F21798(input_tokens):
"""25 token families, 27 surface forms (train F1 of the uncapped optimum: 0.204).
Fires at 109,841 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: URLs and web addresses"""
# --- end external annotation ---
fire = {
# ap (840 firings)
'AP',
# 11 (758 firings)
'11',
# c (702 firings)
'c',
# k (689 firings)
'k',
# f (610 firings)
'f',
# b (599 firings)
'b',
# n (578 firings)
'n',
# uk (551 firings)
'uk',
# v (543 firings)
'v',
# new (541 firings)
'news', 'new',
# q (541 firings)
'q', 'Q',
# r (538 firings)
'r',
# j (522 firings)
'j',
# p (510 firings)
'p',
# _ (487 firings)
'_',
# g (479 firings)
'g',
# co (470 firings)
'co',
# w (464 firings)
'w',
# org (406 firings)
'org',
# te (322 firings)
'te',
# 68 (320 firings)
'68',
# ca (305 firings)
'ca',
# bel (288 firings)
'bel',
# 559 (281 firings)
'559',
# fast (281 firings)
'fast',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ap-family', 1
def prog_L02F21799(input_tokens):
"""48 token families, 48 surface forms (train F1 of the uncapped optimum: 0.776).
Fires at 3,187 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to payloads in the context of space technology or related systems"""
# --- end external annotation ---
fire = {
# object (172 firings)
' objectives',
# payload (111 firings)
' payload',
# reconnaiss (106 firings)
' reconnaissance',
# frag (95 firings)
' fragments',
# higgin (93 firings)
' Higgins',
# six (92 firings)
' Sixers',
# ingram (89 firings)
' Ingram',
# shovel (84 firings)
' shovel',
# payout (84 firings)
' payout',
# withstand (80 firings)
' withstand',
# out (76 firings)
' Outer',
# ame (72 firings)
' Ames',
# canaver (71 firings)
' Canaveral',
# payton (64 firings)
' Payton',
# wiggin (61 firings)
' Wiggins',
# whe (53 firings)
' whe',
# cve (51 firings)
' CVE',
# emi (46 firings)
'Emily',
# occupant (45 firings)
' occupant',
# warhead (44 firings)
' warheads',
# att (38 firings)
'atts',
# ing (38 firings)
'Ing',
# 2020 (37 firings)
'2020',
# orb (37 firings)
'orb',
# payoff (33 firings)
' payoff',
# 610 (32 firings)
' 610',
# attach (32 firings)
' attachments',
# usaf (28 firings)
' USAF',
# hh (27 firings)
' HH',
# bj (27 firings)
'bj',
# propell (23 firings)
' propell',
# ads (22 firings)
' ADS',
# endpoint (18 firings)
' endpoint',
# callback (16 firings)
' callback',
# sar (15 firings)
' SAR',
# ballist (14 firings)
' Ballistic',
# ammuni (14 firings)
' Ammunition',
# overw (14 firings)
' overw',
# product (13 firings)
'Products',
# therape (11 firings)
' therape',
# osponsor (11 firings)
'osponsors',
# arnaev (11 firings)
'arnaev',
# dura (11 firings)
'duration',
# oad (11 firings)
'OAD',
# nozzle (10 firings)
' nozzle',
# formulation (10 firings)
' formulations',
# buff (9 firings)
'Buffer',
# ム (8 firings)
'ム',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'object-family', 1