Hugging Face's logo

Datasets:
AmiriHayes
/
sae_token_programs

Tasks:
Feature Extraction
Modalities:
Tabular
Formats:
csv
Size:
< 1K
Tags:
interpretability
sparse-autoencoder
gpt2
program-synthesis
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
sae_token_programs / programs /layer01 /21 /L01_F21900-21999.py
AmiriHayes's picture
AmiriHayes
Upload folder using huggingface_hub (part 2)
821a21e verified
Raw History Blame Contribute Delete
148 kB
"""GPT-2 SAE last-token programs, layer 1 -- features 21900 to 21999 (85 programs).
One function per SAE feature. Grouped 100 to a file so the set stays browsable;
the programs themselves are unchanged.
"""
def prog_L01F21901(input_tokens):
"""10 token families, 11 surface forms (train F1 of the uncapped optimum: 0.861).
Fires at 2,160 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Wilson." """
# --- end external annotation ---
fire = {
# wilson (1,334 firings)
' Wilson', 'Wilson',
# woman (209 firings)
' Woman',
# esville (105 firings)
'esville',
# keye (67 firings)
'keye',
# irwin (60 firings)
' Irwin',
# root (47 firings)
' Root',
# 752 (16 firings)
'752',
# olson (15 firings)
'olson',
# 736 (9 firings)
'736',
# 792 (8 firings)
'792',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'wilson-family', 1
def prog_L01F21902(input_tokens):
"""24 token families, 25 surface forms (train F1 of the uncapped optimum: 0.917).
Fires at 2,223 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words related to relationships or relevance"""
# --- end external annotation ---
fire = {
# rel (513 firings)
' rel', 'REL',
# 08 (237 firings)
' 08',
# ilar (138 firings)
'ilar',
# resident (116 firings)
' Resident',
# repe (96 firings)
' repe',
# relinqu (83 firings)
' relinqu',
# cert (77 firings)
' cert',
# unrel (76 firings)
' unrel',
# rl (75 firings)
'RL',
# sprink (74 firings)
' sprink',
# reloca (74 firings)
' relocation',
# familiar (70 firings)
' familiarity',
# unl (55 firings)
' unl',
# ann (54 firings)
' ANN',
# metast (48 firings)
' metast',
# kl (30 firings)
' KL',
# dock (27 firings)
' docker',
# atten (27 firings)
' atten',
# relapse (25 firings)
' relapse',
# relent (17 firings)
' relent',
# sear (16 firings)
' sear',
# exp (15 firings)
' exper',
# fw (12 firings)
'fw',
# jm (10 firings)
' JM',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'rel-family', 1
def prog_L01F21904(input_tokens):
"""46 token families, 50 surface forms (train F1 of the uncapped optimum: 0.893).
Fires at 5,739 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to different cultures and their interactions"""
# --- end external annotation ---
fire = {
# cultur (373 firings)
' cultures', 'cultural', ' cultured',
# tal (278 firings)
' tales',
# tradition (269 firings)
' traditions',
# marriag (249 firings)
' marriages',
# faction (204 firings)
' factions',
# chief (195 firings)
' chiefs',
# background (194 firings)
' backgrounds',
# religion (188 firings)
' religions',
# currenc (164 firings)
' currencies',
# shad (136 firings)
' shades',
# cult (129 firings)
' Cult', 'cult',
# regim (124 firings)
' regimes',
# ocalypt (113 firings)
'ocalyptic',
# establish (110 firings)
' establishments',
# clock (102 firings)
' clocks',
# elev (99 firings)
' elev',
# cultural (96 firings)
' culturally',
# ci (95 firings)
'CI',
# empir (89 firings)
' empires', ' Empires',
# migr (87 firings)
' migr',
# breed (86 firings)
' breeds',
# disciplin (86 firings)
' disciplines',
# civilization (84 firings)
' civilizations',
# spic (82 firings)
' spices',
# slav (81 firings)
' Slav',
# ritual (77 firings)
' rituals',
# outlandish (76 firings)
' outlandish',
# calendar (73 firings)
' calendars',
# treat (68 firings)
' treaties',
# faith (66 firings)
' faiths',
# context (57 firings)
' contexts',
# rhythm (57 firings)
' rhythms',
# ast (55 firings)
'astical',
# sag (54 firings)
' sag',
# philosoph (52 firings)
' philosophies',
# accent (48 firings)
' accents',
# era (47 firings)
' eras',
# climat (44 firings)
' climates',
# icc (42 firings)
'icc',
# pagan (42 firings)
' Pagan',
# denomination (40 firings)
' denominations',
# ilic (40 firings)
'ilic',
# sect (27 firings)
' sects',
# deit (27 firings)
' deities',
# kingdom (27 firings)
' kingdoms',
# rebell (25 firings)
' rebell',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'cultur-family', 1
def prog_L01F21905(input_tokens):
"""7 token families, 10 surface forms (train F1 of the uncapped optimum: 0.805).
Fires at 1,197 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to scheduling or reservations"""
# --- end external annotation ---
fire = {
# book (580 firings)
' booked', ' booking', 'BOOK', ' BOOK',
# by (138 firings)
' BY',
# cita (67 firings)
' citation',
# becky (57 firings)
' Becky',
# 中 (38 firings)
'中',
# 407 (25 firings)
'407',
# 417 (13 firings)
'417',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'book-family', 1
def prog_L01F21906(input_tokens):
"""4 token families, 8 surface forms (train F1 of the uncapped optimum: 0.852).
Fires at 4,137 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the term "back" in various contexts"""
# --- end external annotation ---
fire = {
# back (2,825 firings)
'back', 'backs', ' BACK', 'BACK', 'backer',
# ack (187 firings)
'ACK',
# assist (60 firings)
'assisted',
# wd (49 firings)
'wd',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'back-family', 1
def prog_L01F21907(input_tokens):
"""41 token families, 47 surface forms (train F1 of the uncapped optimum: 0.858).
Fires at 2,523 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: C++ namespace declarations and usage"""
# --- end external annotation ---
fire = {
# :: (314 firings)
'::', ' ::',
# **** (115 firings)
'****', ' ****',
# methodist (111 firings)
' Methodist',
# swarm (105 firings)
' swarm',
# veterinary (102 firings)
' veterinary', ' Veterinary',
# microscope (93 firings)
' microscope',
# taint (90 firings)
' tainted',
# onomy (88 firings)
'onomy',
# bles (87 firings)
' bless', ' Bless',
# ec (59 firings)
'Ec',
# ut (55 firings)
'Ut',
# َ (51 firings)
'َ',
# artisan (50 firings)
' artisan',
# ***** (49 firings)
'*****',
# ococ (41 firings)
'ococ',
# anon (40 firings)
'anon',
# romy (39 firings)
'romy',
# :::::::: (37 firings)
'::::::::',
# microsc (37 firings)
' microsc',
# (), (34 firings)
'(),', ' (),',
# scene (32 firings)
'Scene',
# ¶ (32 firings)
'¶', ' ¶',
# vm (32 firings)
'vm',
# met (29 firings)
' Meter',
# ett (27 firings)
'etts',
# :/ (26 firings)
':/',
# cyt (26 firings)
' cyt',
# ensu (24 firings)
'ensual',
# => (24 firings)
'=>',
# atem (21 firings)
'atem',
# ★ (20 firings)
'★',
# miss (17 firings)
'missible',
# env (15 firings)
'env',
# oscop (14 firings)
'oscopic',
# א (13 firings)
'א',
# celest (10 firings)
' Celestial',
# $\ (9 firings)
' $\\',
# util (9 firings)
'utils',
# mesh (7 firings)
'Mesh',
# :::: (7 firings)
'::::',
# immune (7 firings)
'immune',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return '::-family', 1
def prog_L01F21908(input_tokens):
"""1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.839).
Fires at 86,017 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the verb "be" in various forms"""
# --- end external annotation ---
fire = {
# be (84,314 firings)
' be',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'be-family', 1
def prog_L01F21909(input_tokens):
"""32 token families, 36 surface forms (train F1 of the uncapped optimum: 0.929).
Fires at 2,512 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: food-related terms, particularly those involving bacon and cheese"""
# --- end external annotation ---
fire = {
# bacon (379 firings)
' bacon', ' Bacon',
# bas (192 firings)
' Bass',
# arma (135 firings)
'arma',
# sausage (115 firings)
' sausage',
# cinnamon (107 firings)
' cinnamon', ' Cinnamon',
# otle (100 firings)
'otle',
# bark (94 firings)
' Barker',
# cur (91 firings)
' cured', ' curing',
# kraft (78 firings)
' Kraft',
# maple (75 firings)
' maple',
# pi (67 firings)
' pi',
# 184 (67 firings)
' 184', '184',
# skinn (61 firings)
' Skinner',
# acer (60 firings)
' Acer',
# pancak (53 firings)
' pancakes',
# spinach (52 firings)
' spinach',
# biscuit (49 firings)
' biscuits',
# arella (47 firings)
'arella',
# partake (47 firings)
' partake',
# crispy (45 firings)
' crispy',
# lettuce (39 firings)
' lettuce',
# karma (36 firings)
' Karma',
# cook (35 firings)
'cooked',
# heddar (33 firings)
'heddar',
# blis (30 firings)
' Bliss',
# bisc (28 firings)
' bisc',
# bsp (26 firings)
'bsp',
# bind (22 firings)
' Binding',
# bad (22 firings)
' BAD',
# innamon (14 firings)
'innamon',
# rc (11 firings)
' rc',
# 183 (11 firings)
'183',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bacon-family', 1
def prog_L01F21910(input_tokens):
"""49 token families, 56 surface forms (train F1 of the uncapped optimum: 0.883).
Fires at 5,493 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to criminals or violent individuals, specifically labeled as "thugs." """
# --- end external annotation ---
fire = {
# hq (179 firings)
' HQ',
# operat (164 firings)
' operatives',
# punch (162 firings)
' punching',
# atic (152 firings)
'atics',
# elliot (150 firings)
' Elliot',
# youth (144 firings)
' youths',
# thug (140 firings)
' thugs', ' thug',
# assassin (104 firings)
' assassin', ' assassins',
# angri (101 firings)
' angrily',
# murder (101 firings)
' murderous',
# mob (97 firings)
' mobs', 'mob', 'Mob',
# yacht (90 firings)
' yacht',
# hen (87 firings)
' hen',
# rad (84 firings)
' Radical',
# eper (80 firings)
'eper',
# pesky (80 firings)
' pesky',
# itsch (76 firings)
'itsch',
# men (75 firings)
' MEN', 'MEN',
# ople (73 firings)
'ople', 'OPLE',
# aven (73 firings)
' Aven', ' aven',
# radical (72 firings)
' radicals',
# son (72 firings)
' sonic',
# thorn (67 firings)
' Thorn',
# scaven (67 firings)
' scaven',
# fang (63 firings)
' Fang',
# sap (62 firings)
' sap',
# scree (61 firings)
' scree',
# droid (58 firings)
' Droid',
# mercenar (57 firings)
' mercenaries',
# speak (56 firings)
' Speak',
# tough (53 firings)
' toughness',
# homo (53 firings)
' Homo',
# finch (53 firings)
' Finch',
# manage (50 firings)
' manageable',
# brute (50 firings)
' brute',
# wom (49 firings)
' WOM',
# ylon (49 firings)
'ylon',
# gger (48 firings)
'gger',
# warehouse (48 firings)
' Warehouse',
# barbar (47 firings)
' barbar',
# sleep (47 firings)
' sleeper',
# occupant (45 firings)
' occupant',
# situa (45 firings)
' Situation',
# thiev (44 firings)
' Thieves',
# asel (44 firings)
'asel',
# forc (41 firings)
'forcer',
# aggres (41 firings)
' aggress',
# mindles (38 firings)
' mindless',
# vip (37 firings)
' Viper',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'hq-family', 1
def prog_L01F21911(input_tokens):
"""2 token families, 6 surface forms (train F1 of the uncapped optimum: 0.982).
Fires at 22,680 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to government"""
# --- end external annotation ---
fire = {
# govern (22,314 firings)
' government', ' Government', ' governments', 'government', 'Government',
# government (132 firings)
' governmental',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'govern-family', 1
def prog_L01F21913(input_tokens):
"""40 token families, 42 surface forms (train F1 of the uncapped optimum: 0.915).
Fires at 4,550 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "diagnosed" in the context of medical conditions"""
# --- end external annotation ---
fire = {
# diagnos (598 firings)
' diagnosed', ' diagnoses',
# detect (393 firings)
' detected',
# hospital (233 firings)
' hospitalized',
# illness (209 firings)
' illnesses',
# smok (202 firings)
' smoked', ' smoker',
# enroll (182 firings)
' enrolled',
# sidelin (155 firings)
' sidelined',
# teas (151 firings)
' teased',
# discharg (131 firings)
' discharged',
# prescrib (126 firings)
' prescribed',
# doctor (111 firings)
'Doctors',
# medical (108 firings)
' medically',
# progress (102 firings)
' progressing',
# incarcerat (89 firings)
' incarcerated',
# smoke (74 firings)
' Smoke',
# configur (72 firings)
' configured',
# cur (70 firings)
' cured',
# zynski (67 firings)
'zynski',
# stricken (66 firings)
' stricken',
# implant (66 firings)
' implanted',
# diagnose (63 firings)
' diagnose',
# vaccinat (56 firings)
' vaccinated',
# untreat (55 firings)
' untreated',
# drill (51 firings)
' drilled',
# heal (47 firings)
' healed',
# categor (46 firings)
' categorized',
# %- (45 firings)
'%-',
# afflict (44 firings)
' afflicted',
# surg (43 firings)
' surg',
# thinn (41 firings)
' thinner',
# clinical (40 firings)
' clinically',
# clinician (34 firings)
' clinicians',
# zzy (34 firings)
'zzy',
# sket (32 firings)
' sket',
# circumc (32 firings)
' circumcised',
# agical (31 firings)
'agically',
# diagn (25 firings)
'diagn',
# spac (25 firings)
' spaced',
# inu (20 firings)
'inus',
# aps (19 firings)
'apsed',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'diagnos-family', 1
def prog_L01F21915(input_tokens):
"""22 token families, 25 surface forms (train F1 of the uncapped optimum: 0.728).
Fires at 3,636 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to languages and their varieties or dialects"""
# --- end external annotation ---
fire = {
# language (1,263 firings)
' language', ' Language', 'Language',
# languag (765 firings)
' languages', ' Languages',
# cuisine (128 firings)
' cuisine',
# lingu (113 firings)
' lingu',
# hindi (94 firings)
' Hindi',
# dialect (93 firings)
' dialect',
# ide (88 firings)
' IDE',
# interpret (84 firings)
' interpreter',
# translator (82 firings)
' translator',
# script (80 firings)
' scripting',
# myster (76 firings)
' mysteries',
# top (69 firings)
'tops',
# linguist (68 firings)
' linguistic',
# tongu (52 firings)
' tongues',
# illit (45 firings)
' illiter',
# ilingu (35 firings)
'ilingual',
# incomprehens (35 firings)
' incomprehensible',
# lation (26 firings)
'lations',
# babel (25 firings)
' Babel',
# sil (21 firings)
' SIL',
# uese (17 firings)
'uese',
# anguag (10 firings)
'anguages',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'language-family', 1
def prog_L01F21917(input_tokens):
"""31 token families, 34 surface forms (train F1 of the uncapped optimum: 0.834).
Fires at 5,662 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of football clubs and related terminology"""
# --- end external annotation ---
fire = {
# football (1,760 firings)
' Football', 'Football', 'football',
# baseball (522 firings)
' Baseball',
# basketball (263 firings)
' Basketball',
# fashion (131 firings)
' Fashion',
# harbaugh (129 firings)
' Harbaugh',
# foot (124 firings)
'Foot', 'footed',
# publish (115 firings)
' Publishing',
# madden (112 firings)
' Madden',
# fer (89 firings)
'ference',
# fake (77 firings)
' Fake',
# fraud (76 firings)
' Fraud',
# outheastern (74 firings)
'outheastern',
# colleg (68 firings)
' Colleg',
# guang (65 firings)
' Guang',
# esport (63 firings)
' Esports',
# draft (57 firings)
'Draft',
# put (52 firings)
'puted',
# flow (51 firings)
' Flower',
# improve (50 firings)
' Improvement',
# inflammatory (47 firings)
'inflammatory',
# diabet (44 firings)
' Diabetes',
# farm (42 firings)
' Farming',
# ball (39 firings)
'BALL',
# dying (38 firings)
' Dying',
# pinball (33 firings)
' Pinball',
# baugh (29 firings)
'baugh',
# ept (27 firings)
'ept',
# 670 (25 firings)
' 670',
# authent (25 firings)
' Authent',
# abet (22 firings)
'abetes',
# admis (21 firings)
' Admission',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'football-family', 1
def prog_L01F21918(input_tokens):
"""9 token families, 10 surface forms (train F1 of the uncapped optimum: 0.900).
Fires at 2,532 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to global or worldwide issues"""
# --- end external annotation ---
fire = {
# worldwide (1,543 firings)
' worldwide', ' Worldwide',
# mankind (159 firings)
' mankind',
# year (158 firings)
' yearly',
# world (73 firings)
' WORLD',
# humankind (64 firings)
' humankind',
# ®, (34 firings)
'®,',
# everlast (21 firings)
' everlasting',
# vehe (17 firings)
' vehement',
# manifold (12 firings)
' manifold',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'worldwide-family', 1
def prog_L01F21919(input_tokens):
"""46 token families, 46 surface forms (train F1 of the uncapped optimum: 0.866).
Fires at 2,860 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: negative descriptors or criticisms related to quality or performance"""
# --- end external annotation ---
fire = {
# skinny (112 firings)
' skinny',
# lame (104 firings)
' lame',
# cassidy (103 firings)
' Cassidy',
# enary (91 firings)
'enary',
# pal (80 firings)
' pals',
# hasti (79 firings)
' hastily',
# lacklust (77 firings)
' lackluster',
# pathet (70 firings)
' pathetic',
# agu (70 firings)
'agus',
# mediocre (67 firings)
' mediocre',
# jerk (65 firings)
' jerk',
# inept (63 firings)
' inept',
# clumsy (62 firings)
' clumsy',
# convolut (60 firings)
' convoluted',
# cheesy (59 firings)
' cheesy',
# dangl (59 firings)
' dangling',
# sarcast (58 firings)
' sarcastic',
# chal (56 firings)
'chal',
# limp (54 firings)
' limp',
# mole (51 firings)
' Mole',
# olog (51 firings)
'ologic',
# didn (48 firings)
'didn',
# hor (48 firings)
' hors',
# meag (47 firings)
' meager',
# mem (47 firings)
'mem',
# markup (46 firings)
' markup',
# gap (44 firings)
'gap',
# anky (44 firings)
'anky',
# aucu (40 firings)
'aucus',
# spaghetti (40 firings)
' spaghetti',
# stat (39 firings)
'STAT',
# sarc (39 firings)
' sarc',
# abby (37 firings)
'abby',
# coward (37 firings)
' cowardly',
# appropri (37 firings)
' appropri',
# م (34 firings)
' م',
# pall (33 firings)
' pall',
# associ (32 firings)
' associ',
# placehold (28 firings)
' placeholder',
# msg (25 firings)
' MSG',
# stagger (25 firings)
' staggered',
# feeble (23 firings)
' feeble',
# situ (22 firings)
' situational',
# mag (21 firings)
'MAG',
# slide (20 firings)
' Slide',
# itle (18 firings)
'itle',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'skinny-family', 1
def prog_L01F21920(input_tokens):
"""50 token families, 53 surface forms (train F1 of the uncapped optimum: 0.918).
Fires at 8,117 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: descriptive terms related to sinister or ominous qualities"""
# --- end external annotation ---
fire = {
# futurist (199 firings)
' futuristic',
# dark (197 firings)
' darker', ' darkest',
# chill (191 firings)
' chilling',
# gruesome (152 firings)
' gruesome',
# omin (149 firings)
' ominous', ' omin',
# reminiscent (145 firings)
' reminiscent',
# decid (141 firings)
' decidedly',
# sleek (141 firings)
' sleek',
# oz (128 firings)
' oz',
# sponsor (128 firings)
'sponsored',
# criminal (123 firings)
' criminally', ' criminality',
# swirl (122 firings)
' swirling',
# sinist (119 firings)
' sinister',
# gentlemen (119 firings)
' gentlemen',
# intricate (119 firings)
' intricate',
# geopolit (117 firings)
' geopolitical',
# vad (114 firings)
' Vader',
# orchestrat (112 firings)
' orchestrated',
# cyn (105 firings)
' cynical',
# monstr (103 firings)
' monstrous',
# humor (103 firings)
' humorous',
# shady (102 firings)
' shady',
# dystopian (102 firings)
' dystopian',
# murder (101 firings)
' murderous',
# pornograph (101 firings)
' pornographic',
# ruthles (100 firings)
' ruthless',
# murky (98 firings)
' murky',
# oppress (96 firings)
' oppressive',
# moral (94 firings)
' morally',
# totalitarian (90 firings)
' totalitarian',
# paramilitary (90 firings)
' paramilitary',
# quasi (89 firings)
' quasi',
# glamor (87 firings)
' glamorous',
# usky (86 firings)
'usky',
# comed (86 firings)
' comedic',
# benign (85 firings)
' benign',
# wick (85 firings)
' wicked',
# triumphant (84 firings)
' triumphant',
# treason (83 firings)
' treason',
# shadowy (81 firings)
' shadowy',
# igor (80 firings)
' Igor',
# grizz (78 firings)
' grizz',
# beh (76 firings)
' behest',
# orche (74 firings)
' orche',
# menace (73 firings)
' menace',
# ash (71 firings)
'asher',
# nefari (68 firings)
' nefarious',
# fearsome (67 firings)
' fearsome',
# menac (66 firings)
' menacing',
# repress (65 firings)
' repressive',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'futurist-family', 1
def prog_L01F21921(input_tokens):
"""21 token families, 23 surface forms (train F1 of the uncapped optimum: 0.886).
Fires at 1,703 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: abbreviations or acronyms related to support units or services"""
# --- end external annotation ---
fire = {
# su (378 firings)
'SU', ' SU',
# suzuki (119 firings)
' Suzuki',
# sticky (106 firings)
' sticky',
# subaru (99 firings)
' Subaru',
# li (95 firings)
'LI',
# jo (81 firings)
'JO', ' JO',
# mu (67 firings)
'MU',
# surprise (57 firings)
' Surprise',
# mutu (54 firings)
' Mutual',
# aven (52 firings)
' Aven',
# sub (37 firings)
' SUB',
# cu (37 firings)
'CU',
# livion (36 firings)
'livion',
# enable (30 firings)
'enable',
# har (29 firings)
' HAR',
# psu (26 firings)
' PSU',
# gu (26 firings)
'GU',
# て (22 firings)
'て',
# 大 (20 firings)
'大',
# und (19 firings)
' UNDER',
# ova (16 firings)
'OVA',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'su-family', 1
def prog_L01F21922(input_tokens):
"""45 token families, 47 surface forms (train F1 of the uncapped optimum: 0.847).
Fires at 4,760 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to surrealism and surreal elements in various contexts"""
# --- end external annotation ---
fire = {
# stunn (299 firings)
' stunned',
# absurd (248 firings)
' absurd', ' absurdity',
# chaot (209 firings)
' chaotic',
# surre (168 firings)
' surreal',
# iron (164 firings)
' ironic',
# immers (163 firings)
' immersive',
# psychedel (156 firings)
' psychedelic', ' psychedel',
# paint (154 firings)
' paintings',
# bleak (148 firings)
' bleak',
# monument (127 firings)
' monumental',
# culmina (126 firings)
' culmination',
# improb (108 firings)
' improbable',
# strang (104 firings)
' strang',
# truman (103 firings)
' Truman',
# unsettl (101 firings)
' unsettling',
# armac (96 firings)
'armac',
# whirlwind (88 firings)
' whirlwind',
# eerie (81 firings)
' eerie',
# uncanny (71 firings)
' uncanny',
# limbo (71 firings)
' limbo',
# fetch (69 firings)
'fetched',
# ― (67 firings)
'―',
# orient (63 firings)
'orient',
# ult (63 firings)
'ULT',
# geometr (61 firings)
' geometric',
# real (60 firings)
'reality',
# fey (53 firings)
' Fey',
# icult (50 firings)
'icult',
# aback (46 firings)
' aback',
# vivid (46 firings)
' vividly',
# eclect (45 firings)
' eclectic',
# consolidate (43 firings)
' consolidate',
# numb (41 firings)
' numb',
# occult (41 firings)
' occult',
# unre (34 firings)
' unreal',
# transi (34 firings)
' Transition',
# cout (28 firings)
' cout',
# shaman (24 firings)
' shaman',
# oscop (22 firings)
'oscopic',
# phenomen (22 firings)
' phenomen',
# imposs (21 firings)
' impossibility',
# velt (16 firings)
'velt',
# enorm (15 firings)
' enorm',
# ">< (15 firings)
'"><',
# pandemonium (12 firings)
' pandemonium',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'stunn-family', 1
def prog_L01F21923(input_tokens):
"""26 token families, 28 surface forms (train F1 of the uncapped optimum: 0.963).
Fires at 1,834 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: phrases related to levels of control or structure"""
# --- end external annotation ---
fire = {
# tight (273 firings)
' tightly', ' tighter',
# beautiful (155 firings)
' beautifully',
# lock (132 firings)
' locking',
# loose (131 firings)
' loosely',
# fierce (102 firings)
' fiercely',
# neat (99 firings)
' neatly',
# bright (89 firings)
' brightly',
# gripp (86 firings)
' gripping',
# dense (83 firings)
' densely',
# curl (71 firings)
' curled', ' curls',
# secure (63 firings)
' securely',
# squeez (56 firings)
' squeezing',
# fine (54 firings)
' finely',
# intimate (53 firings)
' intimately',
# vertical (46 firings)
' vertically',
# soft (39 firings)
' softly',
# snug (33 firings)
' snug',
# central (31 firings)
' centrally',
# horizontal (29 firings)
' horizontally',
# cluster (28 firings)
' clustered',
# clench (26 firings)
' clenched',
# powerful (25 firings)
' powerfully',
# nest (17 firings)
' nested',
# statical (17 firings)
' statically',
# intertw (14 firings)
' intertw',
# clen (12 firings)
' clen',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'tight-family', 1
def prog_L01F21924(input_tokens):
"""43 token families, 55 surface forms (train F1 of the uncapped optimum: 0.914).
Fires at 4,767 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Buffett" and related variations"""
# --- end external annotation ---
fire = {
# flip (369 firings)
' Flip',
# buff (365 firings)
' Buff', ' buff', 'Buff', ' Buffer', ' buffers', 'buff', 'Buffer',
# buffett (174 firings)
' Buffett',
# bord (161 firings)
' Borders', ' Bord',
# blend (156 firings)
' Blend',
# tip (151 firings)
' Tip', 'Tip',
# med (147 firings)
' Medic', ' MED',
# flat (145 firings)
' Flat',
# tex (133 firings)
' Tex',
# blank (116 firings)
' Blank',
# bett (104 firings)
' Bett',
# caf (104 firings)
' Café', ' Caf',
# barri (97 firings)
' Barrier',
# anonym (97 firings)
'Anonymous',
# boost (97 firings)
' Boost', 'Boost',
# fest (96 firings)
' fest',
# ß (90 firings)
'ß',
# bub (81 firings)
' Bub',
# monk (75 firings)
' Monk',
# ruff (72 firings)
' Ruff',
# episcop (71 firings)
' Episcopal',
# rend (65 firings)
' Rend',
# distribut (64 firings)
' Distribut', ' distribut',
# tatt (58 firings)
' Tatt',
# func (56 firings)
'Function',
# benefit (56 firings)
' Benefit',
# splash (55 firings)
' Splash',
# fund (53 firings)
' Funds',
# tu (52 firings)
' tu',
# lict (52 firings)
'licted',
# atism (51 firings)
'atism',
# tradition (50 firings)
'Traditional',
# stat (49 firings)
'Stats',
# ett (48 firings)
'etts',
# iddl (46 firings)
'iddler',
# 中 (40 firings)
'中',
# ratt (39 firings)
' Ratt',
# gradient (39 firings)
' gradient',
# appalach (37 firings)
' Appalach',
# burst (35 firings)
' Burst',
# medita (34 firings)
' Meditation',
# mun (30 firings)
' mun',
# graz (29 firings)
' graz',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'flip-family', 1
def prog_L01F21925(input_tokens):
"""43 token families, 49 surface forms (train F1 of the uncapped optimum: 0.858).
Fires at 3,481 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to different types of cakes"""
# --- end external annotation ---
fire = {
# cake (611 firings)
' cake', ' Cake', 'cake',
# cream (362 firings)
' cream', 'cream',
# cak (180 firings)
' cakes', 'cakes',
# ahi (134 firings)
'ahi',
# coast (114 firings)
' coaster',
# vad (109 firings)
' Vader',
# candl (105 firings)
' candles',
# bakery (93 firings)
' bakery',
# ash (91 firings)
' ashes',
# cindy (84 firings)
' Cindy',
# cat (79 firings)
' Cater',
# victoria (75 firings)
'Victoria',
# ecake (64 firings)
'ecake',
# cinderella (57 firings)
' Cinderella',
# carrot (52 firings)
' carrot',
# ros (49 firings)
' roses',
# ***** (49 firings)
'*****',
# icing (49 firings)
' icing',
# interest (45 firings)
'interesting',
# castl (43 firings)
' castles',
# 666 (42 firings)
'666', ' 666',
# bake (38 firings)
' Bake',
# beer (37 firings)
'beer',
# amide (28 firings)
'amide',
# ______ (28 firings)
'______', ' ______',
# sponge (26 firings)
' sponge',
# ork (23 firings)
'ORK',
# lucia (22 firings)
' Lucia',
# .� (22 firings)
'.�',
# 642 (19 firings)
'642',
# 690 (18 firings)
'690',
# 752 (16 firings)
'752',
# 618 (16 firings)
'618',
# akery (14 firings)
'akery',
# 453 (13 firings)
'453',
# 623 (12 firings)
'623',
# 466 (12 firings)
'466',
# 755 (12 firings)
'755',
# drawn (12 firings)
' Drawn',
# ogre (11 firings)
' ogre',
# 673 (10 firings)
'673',
# 753 (9 firings)
'753',
# erella (9 firings)
'erella',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'cake-family', 1
def prog_L01F21926(input_tokens):
"""16 token families, 18 surface forms (train F1 of the uncapped optimum: 0.818).
Fires at 3,846 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of advertisements"""
# --- end external annotation ---
fire = {
# ads (1,155 firings)
' ads', ' Ads', ' ADS',
# district (400 firings)
' districts',
# advertise (211 firings)
' advertisements',
# commercial (177 firings)
' commercials',
# vert (128 firings)
'verts',
# advert (118 firings)
' advert',
# word (104 firings)
'Words',
# advertis (101 firings)
' advertisers',
# billboard (100 firings)
' billboards',
# special (88 firings)
' specials',
# ftc (86 firings)
' FTC',
# sense (55 firings)
'Sense',
# gimm (51 firings)
' gimm',
# elf (29 firings)
' Elf',
# fb (24 firings)
'fb',
# conversion (22 firings)
' conversions',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ads-family', 1
def prog_L01F21928(input_tokens):
"""17 token families, 23 surface forms (train F1 of the uncapped optimum: 0.873).
Fires at 3,030 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "work." """
# --- end external annotation ---
fire = {
# work (1,670 firings)
'work', 'works', 'Work', 'worker', 'worked', ' workings', 'WORK',
# stay (132 firings)
'stay',
# staff (110 firings)
'staff',
# unfinish (88 firings)
' unfinished',
# build (86 firings)
'build',
# print (62 firings)
'prints',
# strike (54 firings)
'strike',
# teamwork (49 firings)
' teamwork',
# beast (44 firings)
'Beast',
# stretch (39 firings)
'stretched',
# abol (36 firings)
'abol',
# faith (29 firings)
'faith',
# meal (27 firings)
'meal',
# ework (27 firings)
'ework',
# ern (21 firings)
'ernal',
# 587 (18 firings)
'587',
# あ (10 firings)
'あ',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'work-family', 1
def prog_L01F21929(input_tokens):
"""12 token families, 13 surface forms (train F1 of the uncapped optimum: 0.944).
Fires at 3,324 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the presence of occurrences of the "Sc" prefix, possibly indicative of specific names or terminologies"""
# --- end external annotation ---
fire = {
# sc (2,330 firings)
' Sc', 'Sc',
# unsc (128 firings)
' unsc',
# scream (97 firings)
' Scream',
# sequ (97 firings)
' Sequ',
# docu (95 firings)
' Document',
# scissor (71 firings)
' scissors',
# script (52 firings)
' Script',
# spark (49 firings)
' Sparks',
# scor (36 firings)
' Scor',
# scare (30 firings)
' Scare',
# ysc (25 firings)
'ysc',
# scrib (16 firings)
' Scrib',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'sc-family', 1
def prog_L01F21930(input_tokens):
"""11 token families, 13 surface forms (train F1 of the uncapped optimum: 0.868).
Fires at 1,559 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to "tear gas." """
# --- end external annotation ---
fire = {
# tear (668 firings)
' tear', ' tearing',
# sniff (143 firings)
' sniff',
# rend (79 firings)
' rend',
# peel (69 firings)
' Peel',
# off (64 firings)
' Offer',
# sob (63 firings)
' sob',
# weep (54 firings)
' weep', ' weeping',
# ilant (27 firings)
'ilant',
# quota (26 firings)
' quotation',
# epile (23 firings)
' epile',
# line (16 firings)
' LINE',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'tear-family', 1
def prog_L01F21931(input_tokens):
"""17 token families, 18 surface forms (train F1 of the uncapped optimum: 0.857).
Fires at 3,664 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to aircraft"""
# --- end external annotation ---
fire = {
# aircraft (1,640 firings)
' aircraft', ' Aircraft',
# com (265 firings)
'COM',
# craft (230 firings)
'craft',
# airbu (172 firings)
' Airbus',
# eas (105 firings)
' easing',
# 370 (90 firings)
'370',
# raf (81 firings)
' RAF',
# fah (73 firings)
' Fah',
# simulator (71 firings)
' simulator',
# mech (56 firings)
'Mech',
# aaf (36 firings)
'AAF',
# glide (33 firings)
' glide',
# ah (24 firings)
' AH',
# weapon (22 firings)
'weapon',
# raft (21 firings)
'RAFT',
# ircraft (14 firings)
'ircraft',
# http (12 firings)
'Http',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'aircraft-family', 1
def prog_L01F21933(input_tokens):
"""23 token families, 26 surface forms (train F1 of the uncapped optimum: 0.857).
Fires at 2,140 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to afflictions or afflictive conditions"""
# --- end external annotation ---
fire = {
# aff (345 firings)
' aff', 'Aff',
# affirm (164 firings)
' affirmed', ' affirm',
# argent (116 firings)
' Argent',
# ameda (95 firings)
'ameda',
# aden (92 firings)
'aden',
# anish (88 firings)
'anish',
# ail (86 firings)
' ailments', ' ail',
# cert (82 firings)
' cert',
# amo (79 firings)
' Amos',
# multif (71 firings)
' multif',
# forb (70 firings)
' forb',
# man (57 firings)
' mans',
# encl (57 firings)
' encl',
# afflict (44 firings)
' afflicted',
# amph (38 firings)
' Amph',
# affirma (35 firings)
' affirmation',
# sina (32 firings)
' Sina',
# abid (29 firings)
' abiding',
# mf (25 firings)
' MF',
# lic (18 firings)
'liction',
# pref (15 firings)
'Pref',
# amen (14 firings)
' amen',
# presc (12 firings)
' presc',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'aff-family', 1
def prog_L01F21934(input_tokens):
"""24 token families, 25 surface forms (train F1 of the uncapped optimum: 0.860).
Fires at 1,920 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to lounges and similar types of seating or gathering spaces"""
# --- end external annotation ---
fire = {
# lounge (187 firings)
' lounge', ' Lounge',
# grill (130 firings)
' Grill',
# luxembourg (121 firings)
' Luxembourg',
# ovo (98 firings)
'ovo',
# spa (85 firings)
' Spa',
# caf (85 firings)
' café',
# slang (84 firings)
' slang',
# kio (82 firings)
' kios',
# glos (82 firings)
' gloss',
# kop (78 firings)
' Kop',
# lou (67 firings)
' lou',
# ogie (61 firings)
'ogie',
# remini (56 firings)
' reminis',
# chapel (52 firings)
' chapel',
# vend (45 firings)
' vending',
# wow (44 firings)
'wow',
# sill (31 firings)
' sill',
# isure (30 firings)
'isure',
# uggle (23 firings)
'uggle',
# ollo (22 firings)
'ollo',
# chau (22 firings)
' Chau',
# ِ (17 firings)
'ِ',
# ounge (14 firings)
'ounge',
# vl (9 firings)
'vl',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'lounge-family', 1
def prog_L01F21935(input_tokens):
"""29 token families, 33 surface forms (train F1 of the uncapped optimum: 0.782).
Fires at 3,365 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to hazardous chemicals and their impact on health and the environment"""
# --- end external annotation ---
fire = {
# chem (472 firings)
' chemical', ' Chem', 'chem',
# chemical (464 firings)
' chemicals', ' chemically',
# substanc (228 firings)
' substances',
# gas (204 firings)
' gases',
# otechnology (126 firings)
'otechnology',
# ical (87 firings)
'icals',
# cosmetic (84 firings)
' cosmetics',
# pesticid (78 firings)
' pesticides',
# plastic (75 firings)
' plastics',
# toxin (73 firings)
' toxins',
# pollutant (59 firings)
' pollutants',
# keyword (58 firings)
' keywords',
# fum (54 firings)
' fumes',
# product (50 firings)
'products',
# psycho (43 firings)
' Psycho',
# neurotran (42 firings)
' neurotrans',
# ________________________________ (42 firings)
'________________________________',
# ogen (41 firings)
'ogens',
# tool (40 firings)
'Tools',
# regula (40 firings)
' Regulation',
# contaminant (33 firings)
' contaminants',
# ochem (32 firings)
'ochem',
# methyl (31 firings)
'methyl',
# bleach (31 firings)
' bleach', ' Bleach',
# aldehyde (29 firings)
'aldehyde',
# addit (26 firings)
' additives',
# poison (26 firings)
' poisons',
# solvent (23 firings)
' solvent',
# viron (19 firings)
'viron',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'chem-family', 1
def prog_L01F21936(input_tokens):
"""31 token families, 32 surface forms (train F1 of the uncapped optimum: 0.878).
Fires at 1,982 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the last name "Lopez" and its variations in the text"""
# --- end external annotation ---
fire = {
# lopez (250 firings)
' Lopez',
# libera (213 firings)
' Liberation',
# fernandez (123 firings)
' Fernandez',
# piece (121 firings)
' Piece',
# moreno (103 firings)
' Moreno',
# rivera (88 firings)
' Rivera',
# varg (71 firings)
' Varg',
# riv (53 firings)
'river',
# livingston (53 firings)
' Livingston',
# slash (52 firings)
' Slash',
# load (47 firings)
'loader', 'Loader',
# ouple (45 firings)
'ouple',
# opez (36 firings)
'opez',
# lip (36 firings)
'lip',
# ossip (34 firings)
'ossip',
# ng (33 firings)
' NG',
# ernandez (32 firings)
'ernandez',
# ollar (31 firings)
'ollar',
# pez (29 firings)
'pez',
# cutt (29 firings)
' Cutter',
# ierra (28 firings)
'ierra',
# orgetown (24 firings)
'orgetown',
# berm (22 firings)
' Berm',
# multipli (18 firings)
' multiplier',
# resourc (18 firings)
'Resources',
# omez (16 firings)
'omez',
# ource (13 firings)
'OURCE',
# contain (12 firings)
'container',
# ibl (11 firings)
'iblings',
# wrapp (9 firings)
'wrapper',
# luffy (9 firings)
' Luffy',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'lopez-family', 1
def prog_L01F21937(input_tokens):
"""41 token families, 41 surface forms (train F1 of the uncapped optimum: 0.886).
Fires at 3,066 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words related to ominousness or negativity"""
# --- end external annotation ---
fire = {
# omin (164 firings)
'omin',
# amin (149 firings)
'amin',
# esta (132 firings)
'esta',
# nominate (125 firings)
' nominate',
# emin (118 firings)
'emin',
# accol (112 firings)
' accol',
# umer (109 firings)
'umer',
# of (99 firings)
'OF',
# usive (98 firings)
'usive',
# aden (92 firings)
'aden',
# innon (85 firings)
'innon',
# uff (83 firings)
'uffer',
# oplan (83 firings)
'oplan',
# tot (78 firings)
' Tot',
# 2019 (78 firings)
'2019',
# itu (73 firings)
'itu',
# emi (68 firings)
'emi',
# coron (66 firings)
' coron',
# و (63 firings)
'و',
# cand (62 firings)
'Cand',
# iston (61 firings)
'iston',
# ourna (56 firings)
'ournament',
# alloween (51 firings)
'alloween',
# oct (50 firings)
' OCT',
# omina (45 firings)
'omination',
# ugen (35 firings)
'ugen',
# ominat (35 firings)
'ominated',
# norm (33 firings)
'norm',
# tom (33 firings)
'tom',
# urou (32 firings)
'urous',
# addon (25 firings)
'addon',
# imension (25 firings)
'imensional',
# ization (25 firings)
'izational',
# regrett (25 firings)
' regrett',
# influ (23 firings)
' influ',
# lat (15 firings)
'latest',
# udic (15 firings)
'udic',
# contribution (14 firings)
' Contributions',
# 994 (12 firings)
'994',
# cell (10 firings)
'cellence',
# plic (8 firings)
'PLIC',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'omin-family', 1
def prog_L01F21938(input_tokens):
"""28 token families, 33 surface forms (train F1 of the uncapped optimum: 0.863).
Fires at 4,233 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to depression and related mental health issues"""
# --- end external annotation ---
fire = {
# depres (862 firings)
' depression', ' Depression', ' depress',
# dep (465 firings)
'Dep', 'dep',
# depress (210 firings)
' depressed', ' depressive',
# depth (183 firings)
' depths',
# sad (160 firings)
' sadness',
# despair (142 firings)
' despair',
# slump (142 firings)
' slump',
# ?? (141 firings)
'??',
# albion (110 firings)
' Albion',
# suicid (103 firings)
' suicidal',
# antidepressant (103 firings)
' antidepressants', ' antidepressant',
# lindsay (94 firings)
' Lindsay',
# ause (87 firings)
'ause',
# twent (69 firings)
' twenties',
# defla (65 firings)
' deflation',
# loneli (49 firings)
' loneliness',
# butterfl (47 firings)
' butterflies',
# itzerland (41 firings)
'itzerland',
# sulf (38 firings)
' sulf',
# alcoholism (38 firings)
' alcoholism',
# frown (35 firings)
' frown',
# ??? (28 firings)
'???',
# remis (27 firings)
' remission',
# bull (27 firings)
' bullies',
# empti (26 firings)
' emptiness',
# level (20 firings)
'levels',
# trough (20 firings)
' trough',
# xiety (19 firings)
'xiety',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'depres-family', 1
def prog_L01F21940(input_tokens):
"""3 token families, 6 surface forms (train F1 of the uncapped optimum: 0.834).
Fires at 1,584 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of polling or voting locations"""
# --- end external annotation ---
fire = {
# poll (1,027 firings)
' polling', ' polled', 'Poll', 'poll',
# precinct (71 firings)
' precinct',
# wait (44 firings)
' Waiting',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'poll-family', 1
def prog_L01F21941(input_tokens):
"""5 token families, 7 surface forms (train F1 of the uncapped optimum: 0.810).
Fires at 9,792 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the legislative body known as the House of Representatives"""
# --- end external annotation ---
fire = {
# house (8,779 firings)
' House', 'House', ' HOUSE',
# hous (80 firings)
' Houses',
# scal (72 firings)
' Scal',
# way (69 firings)
' Ways',
# introduc (37 firings)
' Introduced',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'house-family', 1
def prog_L01F21942(input_tokens):
"""12 token families, 12 surface forms (train F1 of the uncapped optimum: 0.788).
Fires at 1,748 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to specific islands or island groups"""
# --- end external annotation ---
fire = {
# island (436 firings)
' Islands',
# ring (129 firings)
' Rings',
# releas (110 firings)
' Released',
# fiji (101 firings)
' Fiji',
# iland (71 firings)
'iland',
# isl (70 firings)
' Isles',
# idae (64 firings)
'idae',
# oking (54 firings)
'okingly',
# ousand (42 firings)
'ousands',
# aido (34 firings)
'aido',
# endant (25 firings)
'endants',
# depth (13 firings)
' Depths',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'island-family', 1
def prog_L01F21944(input_tokens):
"""41 token families, 47 surface forms (train F1 of the uncapped optimum: 0.843).
Fires at 3,033 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "skip" and its variations"""
# --- end external annotation ---
fire = {
# skip (413 firings)
' skip', 'Skip', ' Skip', 'skip',
# skipp (205 firings)
' skipping', ' skipped',
# glitch (185 firings)
' glitch', ' glitches',
# bypas (134 firings)
' bypass',
# gone (112 firings)
'gone',
# spin (84 firings)
' Spin',
# sequenc (75 firings)
' sequencing',
# graduate (72 firings)
' Graduate',
# subway (71 firings)
' Subway',
# avoid (68 firings)
' avoidance',
# chal (62 firings)
'chal',
# cheesy (59 firings)
' cheesy',
# skim (57 firings)
' skim',
# pilgrimage (55 firings)
' pilgrimage',
# limp (54 firings)
' limp',
# hau (53 firings)
' Hau',
# padd (52 firings)
' padded', ' padding',
# sch (51 firings)
' SCH',
# migrate (50 firings)
' migrate',
# install (48 firings)
' installments',
# finish (42 firings)
'finished',
# ast (39 firings)
' aster',
# leav (38 firings)
' Leaves',
# forfeit (37 firings)
' forfeit',
# footnote (37 firings)
' footnote',
# mis (37 firings)
' MISS',
# iago (32 firings)
'iago',
# stagg (32 firings)
' stagger',
# lude (29 firings)
'lude',
# streak (28 firings)
' streaks',
# forfe (27 firings)
' forfe',
# unsu (26 firings)
' unsu',
# continue (26 firings)
'continue',
# quartz (22 firings)
' quartz',
# bonu (20 firings)
'Bonus',
# omit (20 firings)
' omit',
# option (15 firings)
'Optional',
# xs (13 firings)
'xs',
# goto (12 firings)
' goto',
# sep (11 firings)
' sep',
# jump (10 firings)
'jump',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'skip-family', 1
def prog_L01F21945(input_tokens):
"""28 token families, 29 surface forms (train F1 of the uncapped optimum: 0.910).
Fires at 1,870 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Bailey." """
# --- end external annotation ---
fire = {
# bailey (287 firings)
' Bailey',
# ba (174 firings)
'Ba', ' ba',
# suarez (150 firings)
' Suarez',
# holden (112 firings)
' Holden',
# shea (83 firings)
' Shea',
# ange (80 firings)
' Ange',
# inqu (77 firings)
' inqu',
# beam (69 firings)
' Beam',
# bourne (64 firings)
'bourne',
# jarvi (58 firings)
' Jarvis',
# mberg (53 firings)
'mberg',
# sear (49 firings)
' Sear',
# blad (44 firings)
' Blades',
# tic (42 firings)
'tics',
# inquisi (39 firings)
' Inquisition',
# beetle (38 firings)
' beetle',
# aund (37 firings)
'aunder',
# baal (31 firings)
' Baal',
# beetl (29 firings)
' beetles',
# heresy (28 firings)
' heresy',
# compli (26 firings)
' Compliance',
# client (24 firings)
'client',
# aird (21 firings)
'aird',
# asa (21 firings)
' ASA',
# regist (19 firings)
'Register',
# 666 (18 firings)
'666',
# 356 (11 firings)
' 356',
# ullivan (8 firings)
'ullivan',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bailey-family', 1
def prog_L01F21946(input_tokens):
"""49 token families, 52 surface forms (train F1 of the uncapped optimum: 0.864).
Fires at 10,985 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of the name "Nicol" and related entities"""
# --- end external annotation ---
fire = {
# walk (354 firings)
' Walking',
# 112 (203 firings)
' 112', '112',
# atla (152 firings)
' Atlas',
# viktor (152 firings)
' Viktor',
# uncommon (150 firings)
' uncommon',
# onom (144 firings)
'onom', 'onomic',
# pant (140 firings)
' Pant',
# iven (125 firings)
'iven',
# ô (120 firings)
'ô',
# expan (104 firings)
' Expansion',
# anth (103 firings)
'anth',
# econom (103 firings)
'econom', ' econom',
# nc (101 firings)
'nc',
# webst (99 firings)
' Webster',
# slovenia (98 firings)
' Slovenia',
# nicol (97 firings)
' Nicol',
# fare (91 firings)
' Fare',
# roman (91 firings)
' Romans',
# random (91 firings)
' randomized',
# creator (91 firings)
'creator',
# tread (90 firings)
' tread',
# bloodsh (90 firings)
' bloodshed',
# wolfgang (89 firings)
' Wolfgang',
# wick (89 firings)
' Wick',
# onomy (89 firings)
'onomy',
# emon (87 firings)
'emon',
# opt (84 firings)
'opter',
# meredith (81 firings)
' Meredith',
# slav (81 firings)
' Slav',
# polk (80 firings)
' Polk',
# enjoy (80 firings)
' enjoyment',
# wend (80 firings)
' Wend',
# oran (79 firings)
'oran',
# lenn (79 firings)
' Lenn',
# transpl (77 firings)
' transpl',
# gripp (77 firings)
' gripping',
# ofer (74 firings)
'ofer',
# oven (73 firings)
'oven',
# ped (73 firings)
'Ped',
# nud (72 firings)
' nudity',
# institut (72 firings)
' instituted',
# 550 (70 firings)
'550',
# intuit (68 firings)
'intuitive',
# friedrich (68 firings)
' Friedrich',
# seles (67 firings)
'seless',
# cynthia (67 firings)
' Cynthia',
# ophy (67 firings)
'ophy',
# ndra (67 firings)
'ndra',
# bos (64 firings)
'bos',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'walk-family', 1
def prog_L01F21947(input_tokens):
"""7 token families, 12 surface forms (train F1 of the uncapped optimum: 0.797).
Fires at 10,486 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to employment and job-related topics"""
# --- end external annotation ---
fire = {
# job (7,649 firings)
' job', ' jobs', ' Job', 'job', 'Job',
# care (92 firings)
' Career',
# collar (89 firings)
'collar',
# voc (80 firings)
' Voc', ' vocational',
# paycheck (79 firings)
' paycheck',
# internship (63 firings)
' internship',
# diploma (53 firings)
' diploma',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'job-family', 1
def prog_L01F21948(input_tokens):
"""49 token families, 51 surface forms (train F1 of the uncapped optimum: 0.857).
Fires at 10,916 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: names or terms related to specific locations and cultural references"""
# --- end external annotation ---
fire = {
# ong (202 firings)
'ONG',
# oper (200 firings)
'opers', ' Oper',
# ala (174 firings)
' Ala',
# maharashtra (154 firings)
' Maharashtra',
# pervas (154 firings)
' pervasive',
# ernst (143 firings)
' Ernst',
# ahi (138 firings)
'ahi',
# chief (133 firings)
' chiefs',
# pave (122 firings)
' pave',
# wow (120 firings)
' wow', 'wow',
# oi (119 firings)
'oi',
# dangerous (115 firings)
' dangerously',
# sixth (114 firings)
' Sixth',
# are (110 firings)
'ARE',
# ng (105 firings)
' Ng',
# ahar (104 firings)
'ahar',
# soar (98 firings)
' soar',
# prem (97 firings)
'prem',
# opl (97 firings)
'opl',
# rang (92 firings)
' rang',
# chattanooga (89 firings)
' Chattanooga',
# ook (87 firings)
'ooks',
# hai (87 firings)
'hai',
# fed (85 firings)
' feds',
# olin (85 firings)
'olin',
# nascent (84 firings)
' nascent',
# dominat (83 firings)
'dominated',
# eerie (80 firings)
' eerie',
# old (77 firings)
'older',
# umar (77 firings)
'umar',
# middle (77 firings)
'middle',
# moose (76 firings)
' Moose',
# bh (75 firings)
'bh',
# owment (75 firings)
'owment',
# oky (74 firings)
'oky',
# mongolia (73 firings)
' Mongolia',
# oho (73 firings)
'oho',
# jah (71 firings)
' Jah',
# niece (71 firings)
' niece',
# unregulat (70 firings)
' unregulated',
# oman (69 firings)
' Oman',
# twent (69 firings)
' twenties',
# harden (69 firings)
' Harden',
# techno (67 firings)
' techno',
# mai (65 firings)
' Mai',
# cohn (64 firings)
' Cohn',
# ь (64 firings)
'ь',
# cst (64 firings)
' CST',
# aft (64 firings)
'aft',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ong-family', 1
def prog_L01F21949(input_tokens):
"""49 token families, 52 surface forms (train F1 of the uncapped optimum: 0.845).
Fires at 13,426 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the comic book character Archie"""
# --- end external annotation ---
fire = {
# rift (216 firings)
' rift', 'rift',
# hand (210 firings)
'hander',
# ace (159 firings)
' ace',
# jr (152 firings)
' JR', 'JR', 'Jr',
# illustrat (138 firings)
' Illustrated',
# director (136 firings)
'director',
# ual (132 firings)
'UAL',
# thr (127 firings)
' Thr',
# imir (119 firings)
'imir',
# unlimit (119 firings)
' Unlimited',
# iral (118 firings)
'iral',
# jeopardy (114 firings)
' jeopardy',
# irth (112 firings)
'irth',
# ivo (103 firings)
'ivo',
# crat (102 firings)
' crater',
# lament (100 firings)
' lamented',
# aunch (99 firings)
'aunch',
# oin (97 firings)
'oin',
# ink (96 firings)
' Ink',
# samp (95 firings)
' Samp',
# limbo (90 firings)
' limbo',
# anthology (90 firings)
' anthology',
# alone (90 firings)
'alone',
# truste (80 firings)
' trustees',
# archie (80 firings)
' Archie',
# afloat (79 firings)
' afloat',
# aylor (77 firings)
'aylor',
# ashore (75 firings)
' ashore',
# awan (75 firings)
'awan',
# launch (74 firings)
'launch',
# ling (73 firings)
'linger',
# theo (73 firings)
' Theo',
# jam (72 firings)
'jam',
# cha (72 firings)
' cha',
# round (71 firings)
'rounder',
# inexpl (71 firings)
' inexpl',
# ars (69 firings)
'arsity',
# shuffle (69 firings)
' shuffle',
# salva (68 firings)
' salvation',
# mv (68 firings)
' MV',
# rich (67 firings)
' riches',
# emate (66 firings)
'emate',
# landfall (66 firings)
' landfall',
# bmc (65 firings)
' BMC',
# hem (65 firings)
'hemer',
# cav (65 firings)
' cav',
# bookmark (65 firings)
' bookmark',
# canoe (63 firings)
' canoe',
# trustworthy (63 firings)
' trustworthy',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'rift-family', 1
def prog_L01F21950(input_tokens):
"""15 token families, 16 surface forms (train F1 of the uncapped optimum: 0.812).
Fires at 2,455 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: topics related to healthcare"""
# --- end external annotation ---
fire = {
# healthcare (939 firings)
' healthcare', ' Healthcare',
# care (212 firings)
'care',
# anthem (119 firings)
' Anthem',
# hearthstone (107 firings)
' Hearthstone',
# car (100 firings)
' caring',
# hygiene (85 firings)
' hygiene',
# dign (85 firings)
' Dign',
# safeguard (70 firings)
' safeguard',
# childcare (69 firings)
' childcare',
# caregiv (53 firings)
' caregivers',
# 218 (41 firings)
' 218',
# hrs (33 firings)
' hrs',
# pill (22 firings)
'pill',
# 509 (14 firings)
'509',
# eld (13 firings)
' eld',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'healthcare-family', 1
def prog_L01F21951(input_tokens):
"""19 token families, 21 surface forms (train F1 of the uncapped optimum: 0.859).
Fires at 2,992 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to plastic materials"""
# --- end external annotation ---
fire = {
# plast (1,212 firings)
' plastic', ' Plastic',
# erton (165 firings)
'erton',
# cosmet (127 firings)
' cosmetic', ' Cosmetic',
# otechnology (126 firings)
'otechnology',
# astic (91 firings)
'astics',
# reus (75 firings)
' reusable',
# plastic (75 firings)
' plastics',
# ceram (61 firings)
' ceramic',
# implant (57 firings)
' implants',
# morph (53 firings)
' morph',
# silicone (48 firings)
' silicone',
# sty (37 firings)
' Sty',
# nylon (36 firings)
' nylon',
# mold (30 firings)
' molded',
# pvc (30 firings)
' PVC',
# estrogen (27 firings)
' estrogen',
# rubb (24 firings)
' Rubber',
# replace (21 firings)
' Replacement',
# delete (14 firings)
'delete',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'plast-family', 1
def prog_L01F21952(input_tokens):
"""19 token families, 19 surface forms (train F1 of the uncapped optimum: 0.869).
Fires at 2,848 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the usage of the word "extensive" """
# --- end external annotation ---
fire = {
# extens (791 firings)
' extensive',
# ass (147 firings)
'assing',
# intricate (139 firings)
' intricate',
# extensive (139 firings)
' extensively',
# abundant (132 firings)
' abundant',
# government (130 firings)
' governmental',
# expans (120 firings)
' expansive',
# ample (114 firings)
' ample',
# affluent (97 firings)
' affluent',
# develop (89 firings)
'developed',
# exhaust (77 firings)
' exhaustive',
# luxuri (76 firings)
' luxurious',
# plenti (62 firings)
' plentiful',
# stringent (61 firings)
' stringent',
# umer (56 firings)
'umerous',
# document (55 firings)
'documented',
# includ (49 firings)
' Includes',
# plete (32 firings)
'plete',
# isition (10 firings)
'isitions',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'extens-family', 1
def prog_L01F21953(input_tokens):
"""29 token families, 29 surface forms (train F1 of the uncapped optimum: 0.819).
Fires at 2,177 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to a specific location or entity associated with "Claridge." """
# --- end external annotation ---
fire = {
# bird (201 firings)
'bird',
# erton (165 firings)
'erton',
# idge (153 firings)
'idge',
# erville (135 firings)
'erville',
# railroad (91 firings)
' Railroad',
# pole (89 firings)
'pole',
# croft (87 firings)
'croft',
# iri (62 firings)
'iries',
# irie (59 firings)
'irie',
# wheat (59 firings)
' Wheat',
# cylind (46 firings)
' cylinders',
# intend (38 firings)
'intend',
# bart (37 firings)
'bart',
# oward (36 firings)
'oward',
# 1895 (34 firings)
' 1895',
# toward (33 firings)
' Towards',
# leground (32 firings)
'leground',
# cookie (29 firings)
' Cookie',
# idg (28 firings)
'idges',
# arrant (28 firings)
'arranted',
# retri (27 firings)
' retri',
# 630 (25 firings)
'630',
# aken (22 firings)
'akening',
# !. (21 firings)
'!.',
# 830 (20 firings)
'830',
# incl (19 firings)
' incl',
# axt (16 firings)
'axter',
# telephone (15 firings)
' Telephone',
# error (14 firings)
' Errors',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bird-family', 1
def prog_L01F21954(input_tokens):
"""1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.726).
Fires at 143,666 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "on" in various contexts"""
# --- end external annotation ---
fire = {
# on (142,245 firings)
' on',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'on-family', 1
def prog_L01F21955(input_tokens):
"""44 token families, 51 surface forms (train F1 of the uncapped optimum: 0.843).
Fires at 4,125 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of widows and related terms"""
# --- end external annotation ---
fire = {
# web (301 firings)
'Web', 'web',
# wid (200 firings)
' Wid', ' wid', 'wid',
# widow (198 firings)
' widow', ' Widow',
# plot (153 firings)
' plots',
# win (127 firings)
' Wins',
# hath (116 firings)
' Hath',
# splitt (116 firings)
' splitting',
# relief (114 firings)
' Relief',
# termin (113 firings)
' termin',
# penn (110 firings)
' penn',
# fian (94 firings)
' fian',
# kidn (86 firings)
' kidn',
# hei (81 firings)
'hei',
# ridden (81 firings)
'ridden',
# split (69 firings)
' splits', 'split',
# wom (69 firings)
' WOM', ' wom',
# hosp (64 firings)
' Hosp',
# nia (60 firings)
'nia',
# ili (60 firings)
'ilies',
# bere (59 firings)
' bere',
# distraught (58 firings)
' distraught',
# nec (54 firings)
' nec',
# weep (54 firings)
' weep', ' weeping',
# bod (47 firings)
'bodied',
# insomnia (47 firings)
' insomnia',
# collaps (43 firings)
' collapses',
# med (42 firings)
'Medic',
# unmarr (41 firings)
' unmarried',
# clinical (40 firings)
' clinically',
# cripp (39 firings)
' cripp',
# weed (38 firings)
'weed',
# wi (37 firings)
' wi',
# owa (36 firings)
'owa',
# initi (32 firings)
' initi',
# fol (31 firings)
'fol',
# incapac (29 firings)
' incapac',
# widen (29 firings)
' widen',
# nicarag (23 firings)
' Nicarag',
# execut (23 firings)
' execut',
# fri (21 firings)
' FRI',
# swall (21 firings)
' swall',
# orphan (19 firings)
' orphans',
# sorce (17 firings)
' sorce',
# opaus (15 firings)
'opausal',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'web-family', 1
def prog_L01F21957(input_tokens):
"""1 token families, 6 surface forms (train F1 of the uncapped optimum: 0.787).
Fires at 50,528 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: possessive pronouns indicating ownership or association"""
# --- end external annotation ---
fire = {
# their (47,365 firings)
' their', ' Their', 'Their', 'their', ' theirs', ' THEIR',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'their-family', 1
def prog_L01F21958(input_tokens):
"""8 token families, 59 surface forms (train F1 of the uncapped optimum: 0.316).
Fires at 4,138,428 of 36,786,566 positions.
Fires at 11.25% of positions, and
token rules do not serve features this dense: median test F1 0.086
across the 37,173 features above 0.39% of positions, against 0.763 for
the 76,283 below 0.016%. Read this fire set as the best available
approximation, not as what the feature does."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to destabilizing actions or processes impacting governments or organizations"""
# --- end external annotation ---
fire = {
# s (39,699 firings)
's', "'s", 'S', ' S', ' s', 'és', 'ás', 'ís',
# � (37,405 firings)
'�',
# new (25,632 firings)
' new', ' New', ' news', ' News', 'New', 'News', ' newly', ' newest', 'NEW', 'new', 'news', ' NEW', ' NEWS', 'NEWS', ' newer', ' Newly',
# on (21,274 firings)
' on', 'on', ' On', 'ON', 'On', ' ON',
# year (15,375 firings)
' years', ' year', 'year', ' Year', ' Years', 'Year', 'years', ' YEAR', ' yearly', 'Years',
# a (13,633 firings)
' A', 'A', 'a', 'ía', 'ña', 'ça',
# t (11,316 firings)
't', ' T', "'t", 'T', ' t', 'ét',
# has (10,677 firings)
' has', ' Has', 'has', 'Has', ' Hass', ' HAS',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 's-family', 1
def prog_L01F21959(input_tokens):
"""9 token families, 12 surface forms (train F1 of the uncapped optimum: 0.826).
Fires at 2,335 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "realized." """
# --- end external annotation ---
fire = {
# real (1,230 firings)
' realized', ' realised', ' realization', ' realizes',
# realiz (177 firings)
' realizing',
# panick (62 firings)
' panicked',
# compound (58 firings)
' compounded',
# izable (44 firings)
'izable',
# unre (33 firings)
' unreal',
# general (23 firings)
' generalized',
# stagger (22 firings)
' staggered',
# stabil (18 firings)
' stabilized',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'real-family', 1
def prog_L01F21960(input_tokens):
"""48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.932).
Fires at 4,945 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to extinction and medical conditions"""
# --- end external annotation ---
fire = {
# eliminat (303 firings)
' eliminated',
# hospital (233 firings)
' hospitalized',
# extinct (196 firings)
' extinct',
# newborn (190 firings)
' newborn',
# obese (172 firings)
' obese',
# overse (168 firings)
' oversees',
# migrat (147 firings)
' migrating', ' migrated',
# former (142 firings)
'formerly',
# play (137 firings)
' playable',
# ahl (122 firings)
' AHL',
# onstage (118 firings)
' onstage',
# accelerat (117 firings)
' accelerating',
# urat (116 firings)
'urated',
# obsolete (107 firings)
' obsolete',
# archiv (100 firings)
' archived',
# relocat (99 firings)
' relocated',
# discontinu (98 firings)
' discontinued',
# undead (95 firings)
' undead', ' Undead',
# microscop (94 firings)
' microscopic',
# incarcerat (91 firings)
' incarcerated',
# defunct (91 firings)
' defunct',
# airborne (90 firings)
' airborne',
# headquarter (86 firings)
' headquartered',
# prehistor (83 firings)
' prehistoric',
# migrate (78 firings)
' migrate',
# redesign (76 firings)
' redesigned',
# ashore (75 firings)
' ashore',
# inact (75 firings)
' inactive',
# refrig (69 firings)
' refriger',
# landfall (66 firings)
' landfall',
# inland (57 firings)
' inland',
# vaccinat (56 firings)
' vaccinated',
# unload (51 firings)
' unloaded',
# stationary (50 firings)
' stationary',
# vitro (43 firings)
' vitro',
# aceae (40 firings)
'aceae',
# mobil (39 firings)
' mobilized',
# immature (38 firings)
' immature',
# disband (37 firings)
' disbanded',
# electronical (35 firings)
' electronically',
# galile (32 firings)
' Galile',
# elig (32 firings)
'eligible',
# cultur (29 firings)
' cultured',
# 8000 (29 firings)
' 8000',
# vivo (28 firings)
' vivo',
# extant (27 firings)
' extant',
# outpatient (21 firings)
' outpatient',
# lesion (21 firings)
' lesions',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'eliminat-family', 1
def prog_L01F21961(input_tokens):
"""9 token families, 10 surface forms (train F1 of the uncapped optimum: 0.943).
Fires at 647 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the concept of increasing stakes or expectations"""
# --- end external annotation ---
fire = {
# pre (153 firings)
' PRE', 'PRE',
# aunt (99 firings)
' aunt',
# ante (92 firings)
' ante',
# descend (73 firings)
' descend',
# sup (57 firings)
'sup',
# due (55 firings)
' dues',
# iona (44 firings)
'iona',
# consequ (15 firings)
' consequ',
# supra (11 firings)
' supra',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'pre-family', 1
def prog_L01F21962(input_tokens):
"""37 token families, 39 surface forms (train F1 of the uncapped optimum: 0.915).
Fires at 2,309 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: quantities and measurements related to volume"""
# --- end external annotation ---
fire = {
# cu (196 firings)
' cu', 'cu',
# out (133 firings)
' OUT',
# vying (124 firings)
' vying',
# imper (114 firings)
' imperial',
# clown (103 firings)
' Clown',
# cub (101 firings)
' cubic',
# cube (96 firings)
' cube',
# rg (82 firings)
' RG', 'RG',
# rhetor (76 firings)
' rhetorical',
# zy (71 firings)
' Zy',
# ablo (71 firings)
'ablo',
# cavern (67 firings)
' cavern',
# lime (66 firings)
' lime',
# inline (63 firings)
' inline',
# xxxx (60 firings)
'XXXX',
# tu (58 firings)
'tu',
# int (58 firings)
' INTER',
# yg (51 firings)
'yg',
# acre (49 firings)
' acre',
# camel (47 firings)
' Camel',
# rectangular (43 firings)
' rectangular',
# empty (41 firings)
' Empty',
# rubb (39 firings)
' Rubber',
# fif (33 firings)
'fif',
# intraven (28 firings)
' intraven',
# arag (20 firings)
'arag',
# explos (18 firings)
' Explosive',
# hetto (17 firings)
'hetto',
# linear (16 firings)
' Linear',
# ifl (16 firings)
'ifled',
# quar (15 firings)
' quar',
# luciu (15 firings)
' Lucius',
# 00000000 (13 firings)
'00000000',
# oooo (9 firings)
'OOOO',
# }. (8 firings)
'}.',
# monary (8 firings)
'monary',
# ozyg (8 firings)
'ozyg',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'cu-family', 1
def prog_L01F21963(input_tokens):
"""47 token families, 51 surface forms (train F1 of the uncapped optimum: 0.883).
Fires at 4,235 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the name "Amber" """
# --- end external annotation ---
fire = {
# black (341 firings)
'black', ' BLACK',
# amb (312 firings)
' Amber', 'amber', ' amber',
# air (213 firings)
'Air',
# blonde (122 firings)
' blonde',
# devon (117 firings)
' Devon',
# autumn (98 firings)
' Autumn',
# com (90 firings)
' comed',
# bottl (88 firings)
' bottled',
# vance (88 firings)
' Vance',
# jade (86 firings)
' Jade',
# mber (81 firings)
'mber',
# oled (76 firings)
' OLED',
# ude (74 firings)
'udes',
# morty (68 firings)
' Morty',
# error (68 firings)
' Error',
# og (64 firings)
' OG',
# cal (62 firings)
' CAL',
# ceram (61 firings)
' ceramic',
# deem (60 firings)
' deem',
# emb (59 firings)
' Ember',
# tiffany (57 firings)
' Tiffany',
# 820 (56 firings)
' 820',
# tox (56 firings)
' Toxic',
# aub (55 firings)
' Aub',
# bracelet (55 firings)
' bracelet',
# emerald (54 firings)
' Emerald',
# resin (51 firings)
' resin',
# chloe (51 firings)
' Chloe',
# flux (49 firings)
' flux',
# blink (48 firings)
' Blink',
# amorph (47 firings)
'amorph',
# bend (47 firings)
'bender',
# peach (46 firings)
' peach',
# 284 (45 firings)
' 284', '284',
# violet (44 firings)
' Violet',
# aleb (43 firings)
'aleb',
# perfume (42 firings)
' perfume',
# atalie (40 firings)
'atalie',
# charm (39 firings)
' charms',
# blossom (38 firings)
' Blossom',
# crumble (35 firings)
' crumble',
# loe (31 firings)
'loe',
# calm (28 firings)
' Calm',
# misty (28 firings)
' Misty',
# iolet (28 firings)
'iolet',
# noir (26 firings)
' Noir',
# apprais (21 firings)
' appraisal',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'black-family', 1
def prog_L01F21964(input_tokens):
"""27 token families, 27 surface forms (train F1 of the uncapped optimum: 0.937).
Fires at 2,109 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: names of prominent individuals and specific medical conditions"""
# --- end external annotation ---
fire = {
# emergency (318 firings)
' Emergency',
# ema (173 firings)
'ema',
# enko (136 firings)
'enko',
# lima (120 firings)
' Lima',
# emia (114 firings)
'emia',
# corrup (106 firings)
'corruption',
# ji (105 firings)
' Ji',
# chong (91 firings)
' Chong',
# hutchinson (78 firings)
' Hutchinson',
# ena (78 firings)
'ENA',
# chandra (68 firings)
' Chandra',
# enda (59 firings)
'enda',
# electric (57 firings)
' Electricity',
# hai (54 firings)
' Hai',
# hea (53 firings)
'hea',
# emp (53 firings)
'emp',
# nea (48 firings)
'nea',
# diarrhea (44 firings)
' diarrhea',
# emi (39 firings)
'emi',
# hemy (26 firings)
'hemy',
# 960 (26 firings)
' 960',
# iasi (24 firings)
'iasis',
# qi (21 firings)
' Qi',
# inence (19 firings)
'inence',
# iamet (17 firings)
'iameter',
# 384 (16 firings)
' 384',
# ensure (13 firings)
' Ensure',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'emergency-family', 1
def prog_L01F21965(input_tokens):
"""18 token families, 19 surface forms (train F1 of the uncapped optimum: 0.874).
Fires at 1,997 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: expressions of fondness or nostalgia"""
# --- end external annotation ---
fire = {
# fond (307 firings)
' fond',
# fascinat (174 firings)
' fascinated',
# grop (153 firings)
' grop',
# vivid (141 firings)
' vivid',
# nostalg (113 firings)
' nostalgic', ' nostalg',
# penchant (107 firings)
' penchant',
# fascina (98 firings)
' fascination',
# affin (68 firings)
' affinity',
# knack (67 firings)
' knack',
# flavor (61 firings)
' flavored',
# bent (60 firings)
'bent',
# wont (52 firings)
' wont',
# deft (50 firings)
' deft',
# recent (42 firings)
'recent',
# zech (37 firings)
'zech',
# pert (33 firings)
' pert',
# kind (23 firings)
'Kind',
# gif (11 firings)
'gif',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'fond-family', 1
def prog_L01F21966(input_tokens):
"""16 token families, 17 surface forms (train F1 of the uncapped optimum: 0.966).
Fires at 2,821 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of a specific person, Ted Cruz, in various contexts"""
# --- end external annotation ---
fire = {
# cruz (1,656 firings)
' Cruz', 'Cruz',
# santorum (196 firings)
' Santorum',
# levant (150 firings)
' Levant',
# cassidy (103 firings)
' Cassidy',
# ourke (87 firings)
'ourke',
# inelli (84 firings)
'inelli',
# cru (70 firings)
'cru',
# bruis (67 firings)
' bruising',
# aez (65 firings)
'aez',
# berto (50 firings)
'berto',
# blush (48 firings)
' blush',
# aber (46 firings)
'aber',
# rera (38 firings)
'rera',
# tesque (12 firings)
'tesque',
# iber (11 firings)
'iberal',
# enegg (8 firings)
'enegger',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'cruz-family', 1
def prog_L01F21967(input_tokens):
"""14 token families, 15 surface forms (train F1 of the uncapped optimum: 0.819).
Fires at 1,435 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "lets" in various contexts"""
# --- end external annotation ---
fire = {
# let (502 firings)
'lets', ' Lets',
# youngst (182 firings)
' youngsters',
# fit (59 firings)
'fits',
# booklet (50 firings)
' booklet',
# bean (46 firings)
'beans',
# link (42 firings)
'links',
# nair (34 firings)
'naires',
# group (31 firings)
'groups',
# join (30 firings)
'joined',
# ain (27 firings)
'ainers',
# tte (24 firings)
'ttes',
# naire (10 firings)
'naire',
# lett (8 firings)
'letters',
# ger (5 firings)
'geries',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'let-family', 1
def prog_L01F21968(input_tokens):
"""11 token families, 13 surface forms (train F1 of the uncapped optimum: 0.837).
Fires at 3,620 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "surprising" and its variations"""
# --- end external annotation ---
fire = {
# surpris (1,218 firings)
' surprising', ' Surprisingly',
# shock (439 firings)
' shocking',
# pris (273 firings)
'prising', 'prisingly',
# astonish (267 firings)
' astonishing',
# startl (237 firings)
' startling',
# puzzl (95 firings)
' puzzling',
# seem (73 firings)
' seeming',
# iron (70 firings)
' ironic',
# catch (69 firings)
'catching',
# intuit (68 firings)
'intuitive',
# unsur (63 firings)
' unsur',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'surpris-family', 1
def prog_L01F21969(input_tokens):
"""45 token families, 46 surface forms (train F1 of the uncapped optimum: 0.827).
Fires at 4,075 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to copper and copper-based materials"""
# --- end external annotation ---
fire = {
# pper (1,007 firings)
'pper', 'ppers',
# pepp (134 firings)
' Pepper',
# respond (120 firings)
' responders',
# cca (97 firings)
'cca',
# driv (85 firings)
'driver',
# mber (81 firings)
'mber',
# eper (80 firings)
'eper',
# per (78 firings)
'PER',
# rano (77 firings)
'rano',
# perform (76 firings)
'performance',
# quila (67 firings)
'quila',
# shelt (66 firings)
' Shelter',
# braun (62 firings)
' Braun',
# omb (56 firings)
'ombs',
# prone (54 firings)
'prone',
# ppelin (53 firings)
'ppelin',
# ump (50 firings)
'umper',
# rav (50 firings)
'ravity',
# ach (47 firings)
'achable',
# elevate (47 firings)
' elevate',
# gger (46 firings)
'gger',
# urity (46 firings)
'urity',
# upp (45 firings)
'upper',
# ppa (43 firings)
'ppa',
# arse (40 firings)
'arse',
# zzle (39 firings)
'zzle',
# unk (38 firings)
'unker',
# elight (37 firings)
'elight',
# rb (36 firings)
'rb',
# lov (36 firings)
' Lover',
# pb (34 firings)
'PB',
# passeng (33 firings)
' Passenger',
# ffee (29 firings)
'ffee',
# pter (29 firings)
'pter',
# supp (27 firings)
' supper',
# asc (25 firings)
'ascal',
# pperc (23 firings)
'pperc',
# iphany (22 firings)
'iphany',
# ault (22 firings)
'aults',
# boot (20 firings)
'Boot',
# redd (19 firings)
'Redd',
# olest (18 firings)
'olester',
# fficiency (14 firings)
'fficiency',
# fty (12 firings)
'fty',
# uctor (11 firings)
'uctor',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'pper-family', 1
def prog_L01F21970(input_tokens):
"""43 token families, 44 surface forms (train F1 of the uncapped optimum: 0.887).
Fires at 2,959 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: words related to whisking and whisky"""
# --- end external annotation ---
fire = {
# quart (118 firings)
' quart', 'quart',
# tasmania (106 firings)
' Tasmania',
# ott (103 firings)
'OTT',
# stirr (103 firings)
' stirred',
# whisk (100 firings)
' whisk',
# stalk (97 firings)
' stalk',
# ous (92 firings)
'oused',
# tasman (91 firings)
' Tasman',
# dram (89 firings)
' dram',
# hok (87 firings)
' Hok',
# whisky (86 firings)
' whisky',
# plush (86 firings)
' plush',
# spirit (84 firings)
' spirited',
# lad (83 firings)
' lad',
# brisk (79 firings)
' brisk',
# blond (77 firings)
' blond',
# welch (77 firings)
' Welch',
# swirl (77 firings)
' swirl',
# trail (74 firings)
' trailed',
# catapult (66 firings)
' catapult',
# ottenham (60 firings)
'ottenham',
# illary (56 firings)
'illary',
# ey (54 firings)
'EY',
# vanish (49 firings)
' vanishing',
# cub (45 firings)
' cubes',
# roo (45 firings)
'roo',
# ooz (44 firings)
' ooz',
# twe (42 firings)
' twe',
# shimm (39 firings)
' shimmer',
# stereotyp (37 firings)
' stereotyp',
# seek (33 firings)
' Seek',
# boost (32 firings)
'boost',
# sevent (31 firings)
' Sevent',
# sora (25 firings)
' Sora',
# tu (24 firings)
' tu',
# whi (20 firings)
' whis',
# toad (18 firings)
' Toad',
# tein (18 firings)
'tein',
# clust (14 firings)
' clust',
# ril (12 firings)
'rils',
# biomark (11 firings)
' biomark',
# thrust (11 firings)
' Thrust',
# nect (10 firings)
'NECT',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'quart-family', 1
def prog_L01F21971(input_tokens):
"""28 token families, 32 surface forms (train F1 of the uncapped optimum: 0.901).
Fires at 2,300 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to minerals and their properties"""
# --- end external annotation ---
fire = {
# mon (189 firings)
'MON',
# geolog (176 firings)
' Geological', ' geological',
# miner (173 firings)
' mineral', ' Mineral',
# fed (155 firings)
' Feder',
# mineral (112 firings)
' minerals',
# min (101 firings)
' Miner', ' miner',
# crystal (98 firings)
' crystals',
# tal (97 firings)
' tal',
# muse (89 firings)
' Muse',
# ql (72 firings)
'QL',
# ral (71 firings)
'RAL',
# celest (63 firings)
' celestial',
# mesm (62 firings)
' mesmer',
# graz (62 firings)
' grazing',
# element (60 firings)
' elemental', ' Elemental',
# alien (58 firings)
'alien',
# sandy (52 firings)
' sandy',
# petroleum (52 firings)
' Petroleum',
# uld (45 firings)
'uld',
# vitamin (39 firings)
' Vitamin',
# meridian (36 firings)
' Meridian',
# pig (33 firings)
' pigment',
# deple (32 firings)
' depletion',
# cavern (30 firings)
' Cavern',
# quartz (22 firings)
' quartz',
# resource (20 firings)
'Resource',
# aud (18 firings)
'auder',
# besto (7 firings)
'bestos',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'mon-family', 1
def prog_L01F21972(input_tokens):
"""22 token families, 26 surface forms (train F1 of the uncapped optimum: 0.923).
Fires at 3,642 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to different types of zones"""
# --- end external annotation ---
fire = {
# zone (1,639 firings)
' zone', 'zone', ' Zone', 'Zone',
# zon (327 firings)
' zones',
# dark (155 firings)
'dark',
# inspector (149 firings)
' inspectors',
# dang (98 firings)
'danger',
# enclave (84 firings)
' enclave',
# isolate (72 firings)
' isolate',
# zilla (68 firings)
'zilla',
# corridor (64 firings)
' Corridor',
# pk (61 firings)
' PK', 'PK',
# abys (58 firings)
' abyss',
# ombat (57 firings)
'ombat',
# zig (49 firings)
' Zig',
# slab (47 firings)
' slab',
# inward (46 firings)
' inward',
# vortex (41 firings)
' vortex',
# azaar (39 firings)
'azaar',
# ghetto (38 firings)
' ghetto',
# ollar (31 firings)
'ollar',
# uncontroll (24 firings)
' uncontrolled',
# rup (21 firings)
'rupal',
# modifi (21 firings)
' modifier',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'zone-family', 1
def prog_L01F21973(input_tokens):
"""9 token families, 9 surface forms (train F1 of the uncapped optimum: 0.871).
Fires at 1,578 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to screens used in various contexts"""
# --- end external annotation ---
fire = {
# screen (550 firings)
' screens',
# display (291 firings)
' displays',
# tvs (154 firings)
' TVs',
# reen (131 firings)
'reens',
# schedul (127 firings)
' schedules',
# kio (82 firings)
' kios',
# lick (38 firings)
'licks',
# one (33 firings)
'ONES',
# %- (32 firings)
'%-',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'screen-family', 1
def prog_L01F21975(input_tokens):
"""22 token families, 25 surface forms (train F1 of the uncapped optimum: 0.781).
Fires at 1,884 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the Iron Dome defense system and related concepts"""
# --- end external annotation ---
fire = {
# bowl (412 firings)
' Bowl',
# dome (245 firings)
' Dome', ' dome',
# cube (178 firings)
' Cube', 'Cube',
# hale (89 firings)
' Hale',
# facade (81 firings)
' facade',
# bah (78 firings)
'bah',
# unforgett (66 firings)
' unforgettable',
# mia (65 firings)
' Mia',
# coat (65 firings)
' coating',
# mosque (62 firings)
' Mosque',
# shed (61 firings)
' Shed',
# nebula (57 firings)
' Nebula',
# dia (45 firings)
' Dia',
# dwell (41 firings)
' dwellings', ' Dwell',
# duo (36 firings)
' Duo',
# fter (34 firings)
'fters',
# seah (24 firings)
' Seah',
# 402 (13 firings)
'402',
# 602 (13 firings)
'602',
# 482 (11 firings)
'482',
# ersion (11 firings)
'ersion',
# absor (10 firings)
' absor',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'bowl-family', 1
def prog_L01F21977(input_tokens):
"""23 token families, 25 surface forms (train F1 of the uncapped optimum: 0.850).
Fires at 2,456 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "frequent" and related forms referring to occurrences"""
# --- end external annotation ---
fire = {
# frequent (500 firings)
' frequent',
# frequency (203 firings)
' frequency',
# vivid (141 firings)
' vivid',
# abundant (134 firings)
' abundant',
# perenn (97 firings)
' perennial',
# user (89 firings)
'Users',
# inhabit (84 firings)
' inhabit',
# frequ (78 firings)
' frequ', ' Frequ',
# period (75 firings)
' periodic',
# intermittent (71 firings)
' intermittent',
# avoid (71 firings)
' Avoid', 'Avoid',
# prone (63 firings)
'prone',
# plenti (62 firings)
' plentiful',
# ن (55 firings)
'ن',
# requent (45 firings)
'requent',
# continu (44 firings)
' continual',
# sporad (40 firings)
' sporadic',
# mr (39 firings)
'mr',
# recurrent (33 firings)
' recurrent',
# mig (29 firings)
' mig',
# habitu (24 firings)
' habitual',
# drink (24 firings)
' Drinking',
# vehe (23 firings)
' vehement',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'frequent-family', 1
def prog_L01F21978(input_tokens):
"""6 token families, 8 surface forms (train F1 of the uncapped optimum: 0.865).
Fires at 2,211 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to recurring events or activities labeled as "sessions." """
# --- end external annotation ---
fire = {
# ses (1,223 firings)
' session', 'session', 'Session',
# session (504 firings)
' sessions',
# bout (102 firings)
' bouts',
# chat (92 firings)
' chats',
# ession (78 firings)
'essions',
# out (56 firings)
' outings',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ses-family', 1
def prog_L01F21980(input_tokens):
"""39 token families, 42 surface forms (train F1 of the uncapped optimum: 0.859).
Fires at 3,742 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to recycling and waste management"""
# --- end external annotation ---
fire = {
# recycl (317 firings)
' recycling', ' recycled',
# steal (214 firings)
' stealing',
# cling (198 firings)
'cling',
# transplant (190 firings)
' transplant',
# dump (159 firings)
' dumping',
# discard (146 firings)
' discarded', ' discard',
# environmental (140 firings)
' environmentally',
# hipp (128 firings)
' hipp',
# refurb (113 firings)
' refurb',
# rubbish (111 firings)
' rubbish',
# dwindl (108 firings)
' dwindling',
# stapl (98 firings)
' Staples',
# theft (87 firings)
' thefts',
# crem (80 firings)
' crem',
# compost (80 firings)
' compost',
# recy (80 firings)
' recy', 'recy',
# bin (77 firings)
' bins',
# plastic (75 firings)
' plastics',
# landfill (72 firings)
' landfill',
# scaven (67 firings)
' scaven',
# waste (66 firings)
' Waste',
# recycle (62 firings)
' recycle',
# cycle (54 firings)
'cycle',
# repair (50 firings)
'repair',
# plutonium (47 firings)
' plutonium',
# incin (46 firings)
' inciner',
# transm (44 firings)
' transm',
# commem (42 firings)
' commem',
# cata (40 firings)
' cataly',
# sort (40 firings)
' sorting',
# nurtur (33 firings)
' nurturing',
# photoc (27 firings)
' photoc',
# met (26 firings)
' MET',
# sparkle (19 firings)
' Sparkle',
# recept (18 firings)
' recept',
# recomb (17 firings)
' recomb',
# repro (17 firings)
' repro',
# quar (15 firings)
' quar',
# ycle (13 firings)
'ycle',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'recycl-family', 1
def prog_L01F21981(input_tokens):
"""17 token families, 18 surface forms (train F1 of the uncapped optimum: 0.951).
Fires at 3,748 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the Xbox console and its associated peripherals"""
# --- end external annotation ---
fire = {
# xbox (1,733 firings)
' Xbox', 'Xbox',
# consol (386 firings)
' consoles',
# halo (288 firings)
' Halo',
# videog (179 firings)
' videog',
# kinect (115 firings)
' Kinect',
# dead (114 firings)
'dead',
# esl (105 firings)
' ESL',
# playsta (105 firings)
' Playstation',
# gear (91 firings)
' Gears',
# directx (73 firings)
' DirectX',
# negro (64 firings)
' Negro',
# hdr (63 firings)
' HDR',
# rodrig (32 firings)
' Rodrig',
# box (30 firings)
'BOX',
# xiao (29 firings)
' Xiao',
# achieve (24 firings)
' Achievements',
# 343 (17 firings)
'343',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'xbox-family', 1
def prog_L01F21982(input_tokens):
"""4 token families, 6 surface forms (train F1 of the uncapped optimum: 0.908).
Fires at 3,107 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: instances of the word "speaking." """
# --- end external annotation ---
fire = {
# speak (2,427 firings)
' speaking', ' Speaking', 'speaking',
# ophone (70 firings)
'ophone',
# ophon (66 firings)
'ophon',
# 0001 (23 firings)
'0001',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'speak-family', 1
def prog_L01F21983(input_tokens):
"""19 token families, 20 surface forms (train F1 of the uncapped optimum: 0.842).
Fires at 2,019 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the concept of "shoulders." """
# --- end external annotation ---
fire = {
# should (365 firings)
' shoulders', 'should',
# front (172 firings)
' fronts',
# sleev (102 firings)
' sleeves',
# toe (88 firings)
' toes',
# uru (83 firings)
'urus',
# may (82 firings)
' MAY',
# hump (80 firings)
' hump',
# iframe (61 firings)
'iframe',
# discourag (60 firings)
' discouraged',
# sag (55 firings)
' sag',
# hip (53 firings)
' hips',
# vein (53 firings)
' veins',
# kidney (48 firings)
' kidneys',
# ring (48 firings)
'rings',
# calv (45 firings)
' calves',
# elbow (39 firings)
' elbows',
# ankl (33 firings)
' ankles',
# izon (25 firings)
'izons',
# founda (12 firings)
'foundation',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'should-family', 1
def prog_L01F21984(input_tokens):
"""1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.952).
Fires at 12,300 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to time periods in the past"""
# --- end external annotation ---
fire = {
# ago (11,424 firings)
' ago',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ago-family', 1
def prog_L01F21985(input_tokens):
"""7 token families, 10 surface forms (train F1 of the uncapped optimum: 0.711).
Fires at 5,386 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the occurrence of the word "Research" in various contexts"""
# --- end external annotation ---
fire = {
# research (2,548 firings)
' Research', 'Research', ' Researchers', 'research',
# release (293 firings)
' Release',
# report (163 firings)
' Reports',
# appl (101 firings)
' Applied',
# hunt (67 firings)
' Hunting',
# consult (66 firings)
' Consulting',
# seek (22 firings)
' Seeking',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'research-family', 1
def prog_L01F21986(input_tokens):
"""30 token families, 34 surface forms (train F1 of the uncapped optimum: 0.874).
Fires at 1,774 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: phrases related to restrictions on distribution and usage of content"""
# --- end external annotation ---
fire = {
# pool (189 firings)
' Pool', ' pooled',
# enlarge (158 firings)
' enlarge',
# reunit (146 firings)
' reunited',
# parent (107 firings)
' Parent', 'Parent',
# marketplace (104 firings)
' Marketplace',
# alian (80 firings)
'alian',
# redistribut (68 firings)
' redistributed',
# port (65 firings)
' ported',
# embodi (59 firings)
' embodiment', ' embodiments',
# overcl (49 firings)
' overcl',
# contagi (47 firings)
' contagious',
# seed (44 firings)
' seeded',
# nington (44 firings)
'nington',
# ower (42 firings)
'owered',
# …) (37 firings)
'…)',
# redistribu (35 firings)
' redistribution',
# }); (30 firings)
' });', '});',
# optimiz (29 firings)
' optimizing',
# 680 (26 firings)
'680',
# splash (25 firings)
' Splash',
# sora (24 firings)
' Sora',
# general (24 firings)
' generalized',
# 683 (19 firings)
'683',
# ][/ (18 firings)
'][/',
# dic (15 firings)
' diced',
# 561 (9 firings)
'561',
# --> (9 firings)
'-->',
# 563 (6 firings)
'563',
# -------------------------------------------------------- (5 firings)
'--------------------------------------------------------',
# ### (5 firings)
' ###',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'pool-family', 1
def prog_L01F21987(input_tokens):
"""7 token families, 9 surface forms (train F1 of the uncapped optimum: 0.570).
Fires at 4,937 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the presence of the name "Donald Trump." """
# --- end external annotation ---
fire = {
# donald (4,523 firings)
' Donald', 'Donald', 'donald',
# don (99 firings)
'DON',
# otle (60 firings)
'otle',
# rentice (56 firings)
'rentice',
# ald (52 firings)
'ALD',
# cdc (51 firings)
'CDC',
# tumblr (18 firings)
'Tumblr',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'donald-family', 1
def prog_L01F21988(input_tokens):
"""45 token families, 51 surface forms (train F1 of the uncapped optimum: 0.938).
Fires at 5,849 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the NATO organization and its operations"""
# --- end external annotation ---
fire = {
# nat (302 firings)
'NAT', ' nat', 'nat', ' NAT',
# brend (214 firings)
'Brend', ' Brend',
# park (202 firings)
' PARK',
# sn (178 firings)
'sn',
# aren (178 firings)
' Aren', 'Aren',
# iba (177 firings)
'iba',
# fox (166 firings)
'FOX',
# sask (144 firings)
' Sask',
# balk (133 firings)
' Balk', ' balk',
# stad (120 firings)
'stad',
# buch (119 firings)
' Buch',
# nation (119 firings)
'nation',
# gen (110 firings)
'GEN',
# swed (106 firings)
' Swed',
# igue (105 firings)
'igue',
# iss (100 firings)
'Iss',
# die (100 firings)
'dies',
# stumbl (89 firings)
' stumbling',
# yok (87 firings)
' Yok',
# sanct (86 firings)
' sanct',
# fray (84 firings)
' fray',
# fuel (82 firings)
' fueling',
# lund (79 firings)
'lund',
# ood (77 firings)
'OOD',
# poison (76 firings)
' Poison',
# lag (75 firings)
'lag',
# scar (74 firings)
'Scar',
# rog (74 firings)
'Rog',
# nightmare (74 firings)
' Nightmare',
# cong (66 firings)
' congest',
# ying (64 firings)
' Ying',
# clot (61 firings)
' clot',
# bsd (56 firings)
'BSD',
# tacit (56 firings)
' tacit',
# firewall (56 firings)
' firewall',
# due (55 firings)
' dues',
# refuel (55 firings)
' refuel',
# bella (53 firings)
' Bella',
# lynd (52 firings)
' Lynd',
# sylv (51 firings)
' Sylv',
# ansky (51 firings)
'ansky',
# riv (50 firings)
'River',
# mirage (49 firings)
' Mirage',
# freebsd (47 firings)
' FreeBSD',
# brenda (46 firings)
' Brenda',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'nat-family', 1
def prog_L01F21990(input_tokens):
"""32 token families, 34 surface forms (train F1 of the uncapped optimum: 0.927).
Fires at 3,078 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: occurrences of the word "hybrid." """
# --- end external annotation ---
fire = {
# hybrid (556 firings)
' hybrid', ' Hybrid', ' hybrids',
# belgian (347 firings)
' Belgian',
# combin (262 firings)
' combines',
# variet (182 firings)
' varieties',
# 450 (117 firings)
'450',
# +, (105 firings)
'+,',
# hy (103 firings)
'Hy',
# polym (70 firings)
' polymer',
# fearles (66 firings)
' fearless',
# connector (64 firings)
' connector',
# convert (63 firings)
' convertible',
# mesm (62 firings)
' mesmer',
# hib (60 firings)
' hiber',
# react (60 firings)
' reactive',
# merg (59 firings)
' merging',
# bru (56 firings)
' bru',
# ner (52 firings)
'NER',
# certif (50 firings)
' Certified',
# onym (48 firings)
'onyms',
# bastard (47 firings)
' bastard',
# caul (46 firings)
' caul',
# rel (45 firings)
' relational',
# faust (44 firings)
' Faust',
# allion (42 firings)
'allion',
# alloy (34 firings)
' alloy',
# serpent (33 firings)
' serpent',
# diverg (33 firings)
' divergence',
# chron (33 firings)
'chron',
# intelligent (27 firings)
' Intelligent',
# cruis (25 firings)
' Cruiser',
# hel (22 firings)
'helial',
# 2200 (9 firings)
'2200',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'hybrid-family', 1
def prog_L01F21991(input_tokens):
"""39 token families, 43 surface forms (train F1 of the uncapped optimum: 0.893).
Fires at 4,072 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: references to the term "ANN" which likely indicates a focus on artificial neural networks"""
# --- end external annotation ---
fire = {
# ann (688 firings)
'Ann', 'ANN', ' ANN',
# announce (380 firings)
' announcements', ' Announce',
# announc (253 firings)
'announced', ' announcer',
# ami (173 firings)
'AMI',
# ana (166 firings)
'ANA',
# tentat (140 firings)
' tentative',
# ott (99 firings)
'OTT',
# annie (92 firings)
'annie',
# α (89 firings)
'α',
# brand (89 firings)
'branded',
# disclaim (85 firings)
' disclaimer',
# program (81 firings)
'Program',
# informat (79 firings)
' informative',
# ani (70 firings)
'ANI',
# untitl (68 firings)
'Untitled',
# apr (65 firings)
' APR',
# ancient (64 firings)
'Ancient',
# iann (54 firings)
'iann',
# wana (54 firings)
'wana',
# municip (50 firings)
' Municip',
# api (48 firings)
'API',
# anni (47 firings)
'anni',
# introdu (47 firings)
' introdu',
# disband (45 firings)
' disband',
# add (37 firings)
'ADD',
# bill (35 firings)
'BILL',
# announ (35 firings)
' announ',
# oth (34 firings)
'OTHER',
# dep (31 firings)
'DEP',
# maize (29 firings)
' maize',
# aryl (28 firings)
'aryl',
# aaa (26 firings)
'aaa',
# addon (25 firings)
'addon',
# mer (22 firings)
'meric',
# micha (16 firings)
' Micha',
# assemb (15 firings)
'assemb',
# esan (13 firings)
'esan',
# otide (12 firings)
'otide',
# myst (12 firings)
' Myster',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ann-family', 1
def prog_L01F21992(input_tokens):
"""5 token families, 7 surface forms (train F1 of the uncapped optimum: 0.845).
Fires at 1,605 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the phrase "for instance." """
# --- end external annotation ---
fire = {
# inst (862 firings)
' instance', 'Instance', 'instance',
# instanc (293 firings)
' instances',
# converse (31 firings)
' Conversely',
# itnes (29 firings)
'itness',
# ---- (20 firings)
' ----',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'inst-family', 1
def prog_L01F21993(input_tokens):
"""24 token families, 28 surface forms (train F1 of the uncapped optimum: 0.848).
Fires at 3,938 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: the word "insist" and its variations, indicating a focus on expressions of strong assertion or demand"""
# --- end external annotation ---
fire = {
# insist (1,560 firings)
' insisted', ' insists', ' insist', ' insisting', ' insistence',
# clu (217 firings)
'CLUS',
# refus (200 firings)
' refuses',
# istent (137 firings)
'istent',
# standard (120 firings)
' Standards',
# inces (78 firings)
' incess',
# contend (78 firings)
' contends',
# adamant (69 firings)
' adamant',
# trident (68 firings)
' Trident',
# ost (65 firings)
' ost',
# emph (59 firings)
' emph',
# concentrate (57 firings)
' concentrate',
# insin (50 firings)
' insin',
# kant (48 firings)
' Kant',
# controv (46 firings)
' controvers',
# balk (40 firings)
' balk',
# obligatory (36 firings)
' obligatory',
# orthodoxy (35 firings)
' orthodoxy',
# perspect (33 firings)
' Perspect',
# assur (26 firings)
' assures',
# nerv (25 firings)
' nerv',
# olute (19 firings)
'olutely',
# somehow (19 firings)
' Somehow',
# suppose (17 firings)
' Suppose',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'insist-family', 1
def prog_L01F21994(input_tokens):
"""38 token families, 42 surface forms (train F1 of the uncapped optimum: 0.887).
Fires at 4,969 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of tribes and their influence in cultural contexts"""
# --- end external annotation ---
fire = {
# indian (518 firings)
' Indians',
# tribe (344 firings)
' tribe', ' Tribe',
# trib (342 firings)
' tribes', ' Trib',
# chief (206 firings)
' chiefs',
# hunt (200 firings)
' hunters',
# sioux (171 firings)
' Sioux',
# expedi (166 firings)
' expedition',
# troll (160 firings)
' trolls',
# herd (140 firings)
' herd', ' herds',
# ribe (125 firings)
'ribe',
# nig (117 firings)
' Niger',
# sect (113 firings)
' sect', ' sects',
# ant (110 firings)
' ants',
# pai (110 firings)
' Pai',
# roup (97 firings)
'roup',
# ancestry (87 firings)
' ancestry',
# scout (84 firings)
' scouts',
# wreck (83 firings)
'wreck',
# caleb (82 firings)
' Caleb',
# amu (80 firings)
'amus',
# eld (77 firings)
' elders',
# bend (73 firings)
'bender',
# miz (73 firings)
' Miz',
# ermott (73 firings)
'ermott',
# mongolia (70 firings)
' Mongolia',
# reserva (70 firings)
' reservation',
# samoa (66 firings)
' Samoa',
# aho (56 firings)
'aho',
# cest (55 firings)
'cest',
# ni (46 firings)
' ni',
# adic (45 firings)
'adic',
# wi (40 firings)
'wi',
# rib (38 firings)
'ribes',
# aida (34 firings)
'aida',
# ele (29 firings)
' Element',
# aleb (28 firings)
'aleb',
# clan (27 firings)
' clans',
# anc (19 firings)
' Ancest',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'indian-family', 1
def prog_L01F21995(input_tokens):
"""37 token families, 39 surface forms (train F1 of the uncapped optimum: 0.946).
Fires at 5,277 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: proper names, specifically those ending in "ina." """
# --- end external annotation ---
fire = {
# ina (2,582 firings)
'ina', 'inas', 'INA',
# regina (155 firings)
' Regina',
# christina (144 firings)
' Christina',
# tina (105 firings)
' Tina',
# gina (100 firings)
' Gina',
# marina (100 firings)
' Marina',
# nina (92 firings)
' Nina',
# illian (91 firings)
'illian',
# rina (90 firings)
'rina',
# asia (90 firings)
'asia',
# aska (85 firings)
'aska',
# rama (83 firings)
'rama',
# rano (77 firings)
'rano',
# alicia (77 firings)
' Alicia',
# imen (66 firings)
'imen',
# ippi (63 firings)
'ippi',
# alin (62 firings)
'alin',
# democrat (61 firings)
'democratic',
# olina (57 firings)
'olina',
# awkward (55 firings)
' awkwardly',
# inese (50 firings)
'inese',
# aina (48 firings)
'aina',
# inian (48 firings)
'inian',
# insomnia (47 firings)
' insomnia',
# geographical (44 firings)
' geographically',
# inu (36 firings)
'inus',
# inia (34 firings)
'inia',
# shrine (34 firings)
' Shrine',
# independ (34 firings)
'independence',
# sina (32 firings)
' Sina',
# sidel (31 firings)
' sidel',
# fps (28 firings)
' fps',
# ino (27 firings)
'INO',
# clin (23 firings)
' Clin',
# …" (19 firings)
'…"',
# ital (18 firings)
' ital',
# inic (17 firings)
'inic',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ina-family', 1
def prog_L01F21996(input_tokens):
"""49 token families, 51 surface forms (train F1 of the uncapped optimum: 0.888).
Fires at 4,035 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: mentions of specific athletes, particularly focusing on Kevin Garnett and Steven Gerrard"""
# --- end external annotation ---
fire = {
# go (337 firings)
'GO',
# arn (114 firings)
' Arn',
# garn (106 firings)
' Garn', ' garn',
# carolyn (103 firings)
' Carolyn',
# gerrard (101 firings)
' Gerrard',
# dispar (97 firings)
' dispar',
# oin (96 firings)
'oin',
# gin (95 firings)
' Gin',
# lap (91 firings)
' Lap',
# hale (88 firings)
' Hale',
# tarn (78 firings)
' tarn',
# met (70 firings)
'metal',
# peac (68 firings)
' peac',
# thorn (67 firings)
' Thorn',
# eryl (64 firings)
'eryl',
# ticket (62 firings)
'ticket',
# ð (61 firings)
'ð',
# sapp (60 firings)
' Sapp',
# kinn (58 firings)
' Kinn',
# sack (57 firings)
' Sack',
# connie (55 firings)
' Connie',
# replen (54 firings)
' replen',
# agh (53 firings)
'agher',
# orat (53 firings)
'orative',
# restitu (50 firings)
' restitution',
# jasp (50 firings)
' Jasper',
# lau (49 firings)
' Lau',
# arna (48 firings)
'arna',
# brance (45 firings)
'brance',
# fin (44 firings)
' fins',
# compar (43 firings)
' Compar', ' compar',
# quart (42 firings)
' Quart',
# scrap (41 firings)
' scraping',
# vern (40 firings)
' Vern',
# lann (38 firings)
' Lann',
# gewat (38 firings)
'gewater',
# tbsp (38 firings)
' tbsp',
# quartz (37 firings)
' Quartz',
# ilage (36 firings)
'ilage',
# repl (35 firings)
'Repl',
# grape (34 firings)
' Grape',
# serve (33 firings)
' Serve',
# asu (33 firings)
'asu',
# asp (32 firings)
'asper',
# obs (31 firings)
' obs',
# ukong (30 firings)
'ukong',
# 153 (28 firings)
'153',
# asgard (26 firings)
' Asgard',
# ben (26 firings)
' Bened',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'go-family', 1
def prog_L01F21997(input_tokens):
"""37 token families, 40 surface forms (train F1 of the uncapped optimum: 0.798).
Fires at 3,499 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: variations of the word "pledge." """
# --- end external annotation ---
fire = {
# ple (295 firings)
'ples', 'PLE', 'plement',
# pling (190 firings)
'pling', 'plings',
# pled (162 firings)
'pled',
# lin (118 firings)
'lined',
# grad (113 firings)
'graded',
# onge (110 firings)
'onge',
# charge (107 firings)
'charge',
# per (104 firings)
'pered',
# mun (101 firings)
'mun',
# rap (100 firings)
'raper',
# otal (93 firings)
'otally',
# perate (84 firings)
'perate',
# sample (74 firings)
' Sample',
# ply (73 firings)
'ply',
# plot (69 firings)
'plot',
# pler (68 firings)
'pler',
# cel (54 firings)
'celer',
# plin (54 firings)
'plin',
# ciplinary (54 firings)
'ciplinary',
# let (42 firings)
'leted',
# tri (40 firings)
' TRI',
# rive (40 firings)
'rive',
# vette (38 firings)
'vette',
# ample (37 firings)
'ample',
# charg (36 firings)
'charges',
# par (34 firings)
'parable',
# ampl (30 firings)
'amples',
# ificant (29 firings)
'ificant',
# stal (28 firings)
'stal',
# iple (26 firings)
'iple',
# pson (23 firings)
'pson',
# olate (19 firings)
'olate',
# uple (18 firings)
'uple',
# tps (17 firings)
'TPS',
# apest (14 firings)
'apest',
# alys (12 firings)
'alyses',
# eredith (11 firings)
'eredith',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'ple-family', 1
def prog_L01F21998(input_tokens):
"""48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.860).
Fires at 4,289 of 36,786,566 positions."""
# --- begin external annotation (ignored at runtime) ---
"""prev SAE description: terms related to legal investigations and coroners"""
# --- end external annotation ---
fire = {
# surgeon (254 firings)
' surgeon', ' surgeons',
# accident (201 firings)
' accidental',
# coron (193 firings)
' coroner', ' coron',
# county (158 firings)
' COUNTY',
# harley (127 firings)
' Harley',
# diablo (121 firings)
' Diablo',
# autopsy (116 firings)
' autopsy',
# middl (114 firings)
' Middles',
# gazette (106 firings)
' Gazette',
# erie (98 firings)
' Erie',
# inqu (93 firings)
' inquest',
# ingham (90 firings)
'ingham',
# lancet (81 firings)
' Lancet',
# dov (81 firings)
' Dover',
# ley (78 firings)
'leys',
# gord (77 firings)
' Gord',
# worcest (75 firings)
' Worcester',
# truste (74 firings)
' trustees',
# erey (65 firings)
'erey',
# fun (65 firings)
' funer',
# iframe (60 firings)
'iframe',
# gibraltar (59 firings)
' Gibraltar',
# usual (59 firings)
'usually',
# junc (58 firings)
' junction',
# ideo (52 firings)
'ideo',
# lockout (52 firings)
' lockout',
# 999 (51 firings)
' 999',
# childbirth (46 firings)
' childbirth',
# amelia (45 firings)
' Amelia',
# artery (45 firings)
' artery',
# newsp (44 firings)
' Newsp',
# orset (44 firings)
'orset',
# doomsday (43 firings)
' Doomsday',
# guess (41 firings)
' guesses',
# prolong (35 firings)
' prolong',
# ana (34 firings)
' ana',
# upload (31 firings)
'uploads',
# contin (31 firings)
' CONTIN',
# agical (31 firings)
'agically',
# hereditary (30 firings)
' hereditary',
# conclus (30 firings)
' conclusive',
# ez (29 firings)
' Ez',
# possib (29 firings)
'possibly',
# gastro (26 firings)
' gastro',
# investigator (26 firings)
' Investigator',
# yton (23 firings)
'yton',
# herod (21 firings)
' Herod',
# condol (16 firings)
' condol',
}
token = input_tokens[-1]
if token not in fire:
return "no match", 0
return 'surgeon-family', 1