training-input-output.txt

name : cite
addr : 120 w. 51st st.
city : new york
postal : 10019
latlng : (40.7607952, -73.9812268)
addr_variations : frozenset({'120 west 51st saint', '120 west 51 saint', '120 w 51st street', '120 w 51st saint', '120 west 51st street', '120 w 51 saint', '120 w 51 street', '120 west 51 street'})

name : new york noodletown
addr : 28 1/2 bowery at bayard st.
city : new york
postal : 10013
latlng : (40.7150317, -73.9970383)
addr_variations : frozenset({'28 1 2 bowery at bayard saint', '28 1 2 bowery at bayard street'})

0/10 positive, 0/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished
n
name : bernardin
addr : 155 w. 51st st.
city : new york city
postal : 10019
latlng : (40.7615691, -73.98180479999999)
addr_variations : frozenset({'155 w 51st saint', '155 west 51st saint', '155 w 51st street', '155 west 51 saint', '155 w 51 street', '155 w 51 saint', '155 west 51 street', '155 west 51st street'})

name : republic
addr : 37a union sq. w  between 16th and 17th sts.
city : new york
postal : 10003
latlng : (40.7369985, -73.9907851)
addr_variations : frozenset({'37a union square w between 16th and 17 streets', '37 a union square west between 16th and 17 streets', '37a union square w between 16th and 17th streets', '37 a union square west between 16th and 17th streets', '37 a union square west between 16 and 17th streets', '37 a union square w between 16th and 17th streets', '37 a union square w between 16 and 17 streets', '37 a union square w between 16th and 17 streets', '37 a union square west between 16 and 17 streets', '37 a union square w between 16 and 17th streets', '37a union square w between 16 and 17 streets', '37a union square w between 16 and 17th streets', '37a union square west between 16 and 17th streets', '37a union square west between 16 and 17 streets', '37a union square west between 16th and 17 streets', '37a union square west between 16th and 17th streets'})

0/10 positive, 1/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : dawat
addr : 210 e. 58th st.
city : new york
postal : None
latlng : None
addr_variations : frozenset({'210 e 58 street', '210 e 58th saint', '210 east 58 saint', '210 east 58th street', '210 east 58 street', '210 e 58 saint', '210 e 58th street', '210 east 58th saint'})

name : dawat
addr : 210 e. 58th st.
city : new york city
postal : 10022
latlng : (40.7604227, -73.9664276)
addr_variations : frozenset({'210 e 58 street', '210 e 58th saint', '210 east 58 saint', '210 east 58th street', '210 east 58 street', '210 e 58 saint', '210 e 58th street', '210 east 58th saint'})

0/10 positive, 2/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : art delicatessen
addr : 12224 ventura blvd.
city : studio city
postal : 91604
latlng : (34.1429661, -118.3994688)
addr_variations : frozenset({'12224 ventura boulevard'})

name : art deli
addr : 12224 ventura blvd.
city : los angeles
postal : 91604
latlng : (34.1429661, -118.3994688)
addr_variations : frozenset({'12224 ventura boulevard'})

1/10 positive, 2/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (fingerprint, addr), SimplePredicate: (wholeFieldPredicate, name))
name : gotham bar grill
addr : 12 e 12th st
city : new york city
postal : 10003
latlng : (40.734207, -73.99369899999999)
addr_variations : frozenset({'12 e 12th street', '12 east 12 saint', '12 e 12 street', '12 e 12 saint', '12 east 12th saint', '12 east 12th street', '12 east 12 street', '12 e 12th saint'})

name : gotham
addr : 12 e 12th st
city : new york
postal : 10003
latlng : (40.734207, -73.99369899999999)
addr_variations : frozenset({'12 e 12th street', '12 east 12 saint', '12 e 12 street', '12 e 12 saint', '12 east 12th saint', '12 east 12th street', '12 east 12 street', '12 e 12th saint'})

2/10 positive, 2/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (fingerprint, addr), SimplePredicate: (sortedAcronym, name))
name : dawat
addr : 210 e. 58th st.
city : new york
postal : None
latlng : None
addr_variations : frozenset({'210 e 58 street', '210 e 58th saint', '210 east 58 saint', '210 east 58th street', '210 east 58 street', '210 e 58 saint', '210 e 58th street', '210 east 58th saint'})

name : rainbow restaurant
addr : 2118 n. decatur rd.
city : decatur
postal : 30033
latlng : (33.7908588, -84.3052307)
addr_variations : frozenset({'2118 north decatur road', '2118 n decatur road'})

3/10 positive, 2/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (fingerprint, addr), TfidfNGramCanopyPredicate: (0.6, name))
name : yujean kang gourmet chinese cuisine
addr : 67 n. raymond ave.
city : los angeles
postal : 91103
latlng : (34.147086, -118.1490988)
addr_variations : frozenset({'67 nord raymond avenue', '67 n raymond avenue', '67 north raymond avenue'})

name : ruby
addr : 45 s. fair oaks ave.
city : pasadena
postal : 91105
latlng : (34.1449715, -118.1506038)
addr_variations : frozenset({'45 s fair oaks avenue', '45 south fair oaks avenue', '45 san fair oaks avenue'})

3/10 positive, 3/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : plumpjack cafe
addr : 3201 fillmore st.
city : san francisco
postal : 94123
latlng : (37.79911990000001, -122.4360911)
addr_variations : frozenset({'3201 fillmore street', '3201 fillmore saint'})

name : plumpjack cafe
addr : 3127 fillmore st.
city : san francisco
postal : 94123
latlng : (37.79834090000001, -122.4359412)
addr_variations : frozenset({'3127 fillmore street', '3127 fillmore saint'})

3/10 positive, 4/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : dining room ritz carlton buckhead
addr : 3434 peachtree rd.
city : atlanta
postal : 30326
latlng : (33.8508073, -84.364227)
addr_variations : frozenset({'3434 peachtree road'})

name : ritz carlton dining room buckhead
addr : 3434 peachtree rd. ne
city : atlanta
postal : 30326
latlng : (33.8508073, -84.364227)
addr_variations : frozenset({'3434 peachtree road northeast', '3434 peachtree road ne', '3434 peachtree road nebraska'})

4/10 positive, 4/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (suffixArray, addr), TfidfNGramCanopyPredicate: (0.6, name))
name : coyote cafe
addr : 3799 las vegas blvd. s
city : las vegas
postal : 89109
latlng : (36.1022507, -115.1699679)
addr_variations : frozenset({'3799 las vegas boulevard sur', '3799 las vegas boulevard san', '3799 las vegas boulevard south', '3799 las vegas boulevard s'})

name : tre visi
addr : 3799 las vegas blvd. s.
city : las vegas
postal : 89109
latlng : (36.1022507, -115.1699679)
addr_variations : frozenset({'3799 las vegas boulevard sur', '3799 las vegas boulevard san', '3799 las vegas boulevard south', '3799 las vegas boulevard s'})

5/10 positive, 4/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, addr), TfidfNGramCanopyPredicate: (0.6, name))
name : osteria del forno
addr : 519 columbus ave.
city : san francisco
postal : 94133
latlng : (37.799736, -122.4096355)
addr_variations : frozenset({'519 columbus avenue'})

name : caffe greco
addr : 423 columbus ave.
city : san francisco
postal : 94133
latlng : (37.7989568, -122.4086733)
addr_variations : frozenset({'423 columbus avenue'})

5/10 positive, 5/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : orangerie
addr : 903 n. la cienega blvd.
city : los angeles
postal : 90069
latlng : (34.0870981, -118.376626)
addr_variations : frozenset({'903 norte louisiana cienega boulevard', '903 north louisiana cienega boulevard', '903 norte lane cienega boulevard', '903 north lane cienega boulevard', '903 north la cienega boulevard', '903 n la cienega boulevard', '903 n lane cienega boulevard', '903 n louisiana cienega boulevard', '903 norte la cienega boulevard'})

name : drai
addr : 730 n. la cienega blvd.
city : los angeles
postal : 90069
latlng : (34.0845064, -118.3761899)
addr_variations : frozenset({'730 north louisiana cienega boulevard', '730 n lane cienega boulevard', '730 norte la cienega boulevard', '730 n la cienega boulevard', '730 norte louisiana cienega boulevard', '730 n louisiana cienega boulevard', '730 north lane cienega boulevard', '730 north la cienega boulevard', '730 norte lane cienega boulevard'})

5/10 positive, 6/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : philippe original
addr : 1001 n. alameda st.
city : los angeles
postal : 90012
latlng : (34.059721, -118.237025)
addr_variations : frozenset({'1001 n alameda saint', '1001 n alameda santo', '1001 north alameda street', '1001 north alameda santo', '1001 norte alameda saint', '1001 nosso alameda saint', '1001 norte alameda santo', '1001 nosso alameda santo', '1001 n alameda street', '1001 nosso alameda street', '1001 north alameda saint', '1001 norte alameda street'})

name : philippe original
addr : 1001 north alameda
city : los angeles
postal : 90012
latlng : (34.059721, -118.237025)
addr_variations : frozenset({'1001 north alameda'})

5/10 positive, 7/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : chin
addr : 3200 las vegas blvd. s
city : las vegas
postal : 89109
latlng : (36.1275236, -115.1715003)
addr_variations : frozenset({'3200 las vegas boulevard s', '3200 las vegas boulevard sur', '3200 las vegas boulevard south', '3200 las vegas boulevard san'})

name : morton chicago las vegas
addr : 3200 las vegas blvd. s.
city : las vegas
postal : 89109
latlng : (36.1275236, -115.1715003)
addr_variations : frozenset({'3200 las vegas boulevard s', '3200 las vegas boulevard sur', '3200 las vegas boulevard south', '3200 las vegas boulevard san'})

6/10 positive, 7/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(TfidfNGramCanopyPredicate: (0.6, addr), TfidfNGramCanopyPredicate: (0.6, name))
name : locanda veneta
addr : 3rd st.
city : los angeles
postal : None
latlng : (33.4947903, -112.069374)
addr_variations : frozenset({'3 street', '3rd saint', '3 saint', '3rd street'})

name : sofi
addr : 3rd st.
city : los angeles
postal : None
latlng : (33.4947903, -112.069374)
addr_variations : frozenset({'3 street', '3rd saint', '3 saint', '3rd street'})

6/10 positive, 8/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : hotel bel air
addr : 701 stone canyon rd.
city : bel air
postal : 90077
latlng : (34.0865944, -118.4463507)
addr_variations : frozenset({'701 stone canyon road'})

name : bel air hotel
addr : 701 stone canyon rd.
city : bel air
postal : 90077
latlng : (34.0865944, -118.4463507)
addr_variations : frozenset({'701 stone canyon road'})

6/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : fenix
addr : 8358 sunset blvd. west
city : hollywood
postal : 90069
latlng : (34.0950968, -118.3719666)
addr_variations : frozenset({'8358 sunset boulevard west'})

name : fenix at argyle
addr : 8358 sunset blvd. west
city : hollywood
postal : 90069
latlng : (34.0950968, -118.3719666)
addr_variations : frozenset({'8358 sunset boulevard west'})

7/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : lulu
addr : 816 folsom st.
city : san francisco
postal : 94107
latlng : (37.7817926, -122.4018175)
addr_variations : frozenset({'816 folsom saint', '816 folsom street'})

name : lulu restaurant bis cafe
addr : 816 folsom st.
city : san francisco
postal : 94107
latlng : (37.7817926, -122.4018175)
addr_variations : frozenset({'816 folsom saint', '816 folsom street'})

8/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(TfidfNGramCanopyPredicate: (0.4, name), TfidfNGramCanopyPredicate: (0.6, addr))
name : pinot bistro
addr : 12969 ventura blvd.
city : los angeles
postal : 91604
latlng : (34.14571950000001, -118.4160795)
addr_variations : frozenset({'12969 ventura boulevard'})

name : pinot bistro
addr : 12969 ventura boulevard
city : studio city
postal : 91604
latlng : (34.14571950000001, -118.4160795)
addr_variations : frozenset({'12969 ventura boulevard'})

9/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (fingerprint, addr), SimplePredicate: (sameThreeCharStartPredicate, name))
INFO:dedupe.training:(SimplePredicate: (fingerprint, city), SimplePredicate: (fingerprint, name))
name : gramercy tavern
addr : 42 e. 20th st.  between park ave. s and broadway
city : new york
postal : 10003
latlng : (40.7384555, -73.98850639999999)
addr_variations : frozenset({'42 east 20th saint between park avenue s and broadway', '42 e 20 saint between park avenue south and broadway', '42 east 20 street between park avenue san and broadway', '42 e 20th saint between park avenue san and broadway', '42 east 20 street between park avenue s and broadway', '42 east 20 saint between park avenue s and broadway', '42 east 20th street between park avenue south and broadway', '42 east 20th saint between park avenue san and broadway', '42 e 20th street between park avenue san and broadway', '42 east 20th saint between park avenue south and broadway', '42 east 20th street between park avenue s and broadway', '42 east 20 saint between park avenue san and broadway', '42 e 20th saint between park avenue south and broadway', '42 e 20th saint between park avenue s and broadway', '42 e 20th street between park avenue s and broadway', '42 e 20 street between park avenue s and broadway', '42 east 20 street between park avenue south and broadway', '42 e 20 saint between park avenue s and broadway', '42 e 20 street between park avenue san and broadway', '42 e 20 saint between park avenue san and broadway', '42 e 20th street between park avenue south and broadway', '42 east 20 saint between park avenue south and broadway', '42 e 20 street between park avenue south and broadway', '42 east 20th street between park avenue san and broadway'})

name : gramercy tavern
addr : 42 e. 20th st.
city : new york city
postal : 10003
latlng : (40.7384647, -73.9884665)
addr_variations : frozenset({'42 e 20 street', '42 e 20th saint', '42 east 20 saint', '42 east 20th street', '42 e 20 saint', '42 east 20th saint', '42 east 20 street', '42 e 20th street'})

10/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, name), SimplePredicate: (fingerprint, name))
INFO:dedupe.training:(SimplePredicate: (fingerprint, addr), SimplePredicate: (sameThreeCharStartPredicate, name))
name : montrachet
addr : 239 w. broadway  between walker and white sts.
city : new york
postal : 10013
latlng : (40.7195598, -74.0057489)
addr_variations : frozenset({'239 west broadway between walker and white streets', '239 w broadway between walker and white streets'})

name : montrachet
addr : 239 w. broadway
city : new york city
postal : 10013
latlng : (40.7194666, -74.0057516)
addr_variations : frozenset({'239 west broadway', '239 w broadway'})

11/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : smith wollensky
addr : 201 e. 49th st.
city : new york
postal : 10017
latlng : (40.755156, -73.9707177)
addr_variations : frozenset({'201 e 49 street', '201 e 49 saint', '201 east 49 street', '201 east 49 saint', '201 east 49th street', '201 e 49th saint', '201 e 49th street', '201 east 49th saint'})

name : smith wollensky
addr : 797 third ave.
city : new york city
postal : 10022
latlng : (40.7551704, -73.9707437)
addr_variations : frozenset({'797 3 avenue', '797 3rd avenue'})

12/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (sameSevenCharStartPredicate, addr), SimplePredicate: (sameThreeCharStartPredicate, name))
INFO:dedupe.training:(SimplePredicate: (fingerprint, city), SimplePredicate: (fingerprint, name))
name : postrio
addr : 545 post st.
city : san francisco
postal : 94102
latlng : (37.78782959999999, -122.4107561)
addr_variations : frozenset({'545 post saint', '545 post street'})

name : pacific pan pacific hotel
addr : 500 post st.
city : san francisco
postal : 94102
latlng : (37.7883396, -122.4103029)
addr_variations : frozenset({'500 post saint', '500 post street'})

13/10 positive, 9/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, name), SimplePredicate: (fingerprint, name))
INFO:dedupe.training:(SimplePredicate: (commonThreeTokens, addr), SimplePredicate: (firstTokenPredicate, name))
name : teresa
addr : 103 1st ave.  between 6th and 7th sts.
city : new york
postal : 10003
latlng : (40.7266961, -73.9861943)
addr_variations : frozenset({'103 1 avenue between 6th and 7 streets', '103 1 avenue between 6 and 7th streets', '103 1 avenue between 6 and 7 streets', '103 1st avenue between 6th and 7th streets', '103 1 avenue between 6th and 7th streets', '103 1st avenue between 6 and 7th streets', '103 1st avenue between 6 and 7 streets', '103 1st avenue between 6th and 7 streets'})

name : teresa
addr : 80 montague st.
city : queens
postal : 11201
latlng : (40.6951748, -73.9962484)
addr_variations : frozenset({'80 montague street', '80 montague saint'})

13/10 positive, 10/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : cafe ritz carlton buckhead
addr : 3434 peachtree rd.
city : atlanta
postal : 30326
latlng : (33.8508073, -84.364227)
addr_variations : frozenset({'3434 peachtree road'})

name : dining room ritz carlton buckhead
addr : 3434 peachtree rd.
city : atlanta
postal : 30326
latlng : (33.8508073, -84.364227)
addr_variations : frozenset({'3434 peachtree road'})

13/10 positive, 11/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : tavern green
addr : in central park at 67th st.
city : new york
postal : 10023
latlng : (40.7730403, -73.97829449999999)
addr_variations : frozenset({'in central park at 67th saint', 'in central park at 67th street', 'indiana central park at 67th saint', 'in central park at 67 street', 'indiana central park at 67 saint', 'indiana central park at 67 street', 'in central park at 67 saint', 'indiana central park at 67th street'})

name : tavern green
addr : central park west
city : new york city
postal : None
latlng : (40.7848582, -73.9696519)
addr_variations : frozenset({'central park west'})

13/10 positive, 12/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : montrachet
addr : 3000 w. paradise rd.
city : las vegas
postal : 89109
latlng : (36.1362611, -115.1512539)
addr_variations : frozenset({'3000 w paradise road', '3000 west paradise road'})

name : montrachet bistro
addr : 3000 paradise rd.
city : las vegas
postal : 89109
latlng : (36.1362611, -115.1512539)
addr_variations : frozenset({'3000 paradise road'})

14/10 positive, 12/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : c3
addr : 103 waverly pl.  near washington sq.
city : new york
postal : 10011
latlng : (40.7324496, -73.9987276)
addr_variations : frozenset({'103 waverly place near washington square', '103 waverly plain near washington square'})

name : caffe dell artista
addr : 46 greenwich ave.
city : new york
postal : 10011
latlng : (40.735596, -74.000357)
addr_variations : frozenset({'46 greenwich avenue'})

15/10 positive, 12/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (fingerprint, name), SimplePredicate: (latLongGridPredicate, latlng))
INFO:dedupe.training:(LevenshteinCanopyPredicate: (2, addr), SimplePredicate: (firstTokenPredicate, name))
name : main street
addr : 446 columbus ave.  between 81st and 82nd sts.
city : new york
postal : 10024
latlng : (40.784841, -73.97746599999999)
addr_variations : frozenset({'446 columbus avenue between 81st and 82nd streets', '446 columbus avenue between 81 and 82 streets', '446 columbus avenue between 81 and 82nd streets', '446 columbus avenue between 81st and 82 streets'})

name : rain
addr : 100 w. 82nd st.
city : new york
postal : 10024
latlng : (40.7839758, -73.9745045)
addr_variations : frozenset({'100 west 82nd saint', '100 w 82nd street', '100 west 82 street', '100 west 82 saint', '100 w 82nd saint', '100 w 82 street', '100 west 82nd street', '100 w 82 saint'})

15/10 positive, 13/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : folie
addr : 2316 polk st.
city : san francisco
postal : 94109
latlng : (37.7981417, -122.4220609)
addr_variations : frozenset({'2316 polk saint', '2316 polk street'})

name : mario bohemian cigar store cafe
addr : 2209 polk st.
city : san francisco
postal : 94109
latlng : (37.7971197, -122.4222379)
addr_variations : frozenset({'2209 polk saint', '2209 polk street'})

15/10 positive, 14/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : locanda veneta
addr : 3rd st.
city : los angeles
postal : None
latlng : (33.4947903, -112.069374)
addr_variations : frozenset({'3 street', '3rd saint', '3 saint', '3rd street'})

name : cava
addr : 3rd st.
city : los angeles
postal : None
latlng : (33.4947903, -112.069374)
addr_variations : frozenset({'3 street', '3rd saint', '3 saint', '3rd street'})

15/10 positive, 15/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : lanza restaurant
addr : 168 1st ave.  between 10th and 11th sts.
city : new york
postal : 10009
latlng : (40.728755, -73.98406500000002)
addr_variations : frozenset({'168 1st avenue between 10 and 11th streets', '168 1 avenue between 10th and 11th streets', '168 1st avenue between 10th and 11th streets', '168 1st avenue between 10th and 11 streets', '168 1 avenue between 10 and 11 streets', '168 1 avenue between 10 and 11th streets', '168 1 avenue between 10th and 11 streets', '168 1st avenue between 10 and 11 streets'})

name : xunta
addr : 174 1st ave.  between 10th and 11th sts.
city : new york
postal : 10009
latlng : (40.72907, -73.983948)
addr_variations : frozenset({'174 1st avenue between 10 and 11th streets', '174 1 avenue between 10 and 11 streets', '174 1st avenue between 10th and 11 streets', '174 1 avenue between 10th and 11th streets', '174 1st avenue between 10th and 11th streets', '174 1st avenue between 10 and 11 streets', '174 1 avenue between 10th and 11 streets', '174 1 avenue between 10 and 11th streets'})

15/10 positive, 16/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : ritz carlton restaurant dining room
addr : 600 stockton st.
city : san francisco
postal : 94108
latlng : (37.7918754, -122.4070392)
addr_variations : frozenset({'600 stockton street', '600 stockton saint'})

name : ritz carlton dining room san francisco
addr : 600 stockton st.
city : san francisco
postal : 94108
latlng : (37.7918754, -122.4070392)
addr_variations : frozenset({'600 stockton street', '600 stockton saint'})

15/10 positive, 17/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : arnie morton chicago
addr : 435 s. la cienega blv.
city : los angeles
postal : 90048
latlng : (34.070609, -118.376722)
addr_variations : frozenset({'435 san louisiana cienega boulevard', '435 south lane cienega bulevar', '435 sur la cienega boulevard', '435 south la cienega boulevard', '435 san la cienega bulevar', '435 sur la cienega bulevar', '435 south louisiana cienega bulevar', '435 sur lane cienega boulevard', '435 south louisiana cienega boulevard', '435 sur louisiana cienega bulevar', '435 s la cienega bulevar', '435 sur lane cienega bulevar', '435 s louisiana cienega bulevar', '435 south la cienega bulevar', '435 san lane cienega bulevar', '435 s lane cienega boulevard', '435 san lane cienega boulevard', '435 s louisiana cienega boulevard', '435 s lane cienega bulevar', '435 san la cienega boulevard', '435 s la cienega boulevard', '435 san louisiana cienega bulevar', '435 south lane cienega boulevard', '435 sur louisiana cienega boulevard'})

name : arnie morton
addr : 435 s. la cienega boulevard
city : los angeles
postal : 90048
latlng : (34.070609, -118.376722)
addr_variations : frozenset({'435 south la cienega boulevard', '435 san la cienega boulevard', '435 s la cienega boulevard', '435 san louisiana cienega boulevard', '435 south lane cienega boulevard', '435 s lane cienega boulevard', '435 san lane cienega boulevard', '435 s louisiana cienega boulevard', '435 south louisiana cienega boulevard'})

16/10 positive, 17/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : palm
addr : 9001 santa monica blvd.
city : los angeles
postal : 90069
latlng : (34.083064, -118.387282)
addr_variations : frozenset({'9001 santa monica boulevard'})

name : palm los angeles
addr : 9001 sta monica boulevard
city : hollywood
postal : 90069
latlng : (34.083064, -118.387282)
addr_variations : frozenset({'9001 station monica boulevard', '9001 santa monica boulevard'})

17/10 positive, 17/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, addr), SimplePredicate: (firstTokenPredicate, name))
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, name), SimplePredicate: (fingerprint, name))
name : caffe lure
addr : 169 sullivan st.  between houston and bleecker sts.
city : new york
postal : 10012
latlng : (40.7279278, -74.0009847)
addr_variations : frozenset({'169 sullivan street between houston and bleecker streets', '169 sullivan saint between houston and bleecker streets'})

name : caffe reggio
addr : 119 macdougal st.  between 3rd and bleecker sts.
city : new york
postal : 10012
latlng : (40.73030790000001, -74.0003706)
addr_variations : frozenset({'119 macdougal saint between 3 and bleecker streets', '119 macdougal saint between 3rd and bleecker streets', '119 macdougal street between 3rd and bleecker streets', '119 macdougal street between 3 and bleecker streets'})

18/10 positive, 17/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (firstTokenPredicate, name), TfidfNGramCanopyPredicate: (0.6, addr))
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, name), SimplePredicate: (fingerprint, name))
name : fringale
addr : 570 4th st.
city : san francisco
postal : 94107
latlng : (37.7785416, -122.3971931)
addr_variations : frozenset({'570 4th street', '570 4 street', '570 4 saint', '570 4th saint'})

name : fringale
addr : 570 fourth st.
city : san francisco
postal : 94107
latlng : (37.7785416, -122.3971931)
addr_variations : frozenset({'570 4th street', '570 4 street', '570 4 saint', '570 4th saint'})

18/10 positive, 18/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : locanda veneta
addr : 8638 w 3rd
city : st los angeles
postal : 90048
latlng : (34.0734172, -118.3810964)
addr_variations : frozenset({'8638 wohnung 3rd', '8638 w 3', '8638 wohnung 3', '8638 weg 3', '8638 west 3rd', '8638 w 3rd', '8638 west 3', '8638 weg 3rd'})

name : locanda
addr : w. third st.
city : st los angeles
postal : None
latlng : (34.0689584, -118.3209281)
addr_variations : frozenset({'west 3 street', 'w 3 saint', 'west 3rd street', 'w 3rd street', 'w 3 street', 'west 3 saint', 'w 3rd saint', 'west 3rd saint'})

19/10 positive, 18/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (firstTokenPredicate, name), SimplePredicate: (sameThreeCharStartPredicate, addr))
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, name), SimplePredicate: (fingerprint, name))
name : locanda veneta
addr : 3rd st.
city : los angeles
postal : None
latlng : (33.4947903, -112.069374)
addr_variations : frozenset({'3 street', '3rd saint', '3 saint', '3rd street'})

name : locanda veneta
addr : 8638 w. third st.
city : los angeles
postal : 90048
latlng : (34.0734172, -118.3810964)
addr_variations : frozenset({'8638 west 3rd street', '8638 west 3 street', '8638 w 3 saint', '8638 west 3 saint', '8638 w 3rd street', '8638 west 3rd saint', '8638 w 3rd saint', '8638 w 3 street'})

20/10 positive, 18/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (firstTokenPredicate, name), SimplePredicate: (sameThreeCharStartPredicate, addr))
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, name), SimplePredicate: (fingerprint, name))
INFO:dedupe.training:(SimplePredicate: (commonThreeTokens, city), SimplePredicate: (sameSevenCharStartPredicate, name))
name : locanda veneta
addr : 3rd st.
city : los angeles
postal : None
latlng : (33.4947903, -112.069374)
addr_variations : frozenset({'3 street', '3rd saint', '3 saint', '3rd street'})

name : locanda veneta
addr : 8638 w 3rd
city : st los angeles
postal : 90048
latlng : (34.0734172, -118.3810964)
addr_variations : frozenset({'8638 wohnung 3rd', '8638 w 3', '8638 wohnung 3', '8638 weg 3', '8638 west 3rd', '8638 w 3rd', '8638 west 3', '8638 weg 3rd'})

21/10 positive, 18/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
y
name : ritz carlton dining room buckhead
addr : 3434 peachtree rd. ne
city : atlanta
postal : 30326
latlng : (33.8508073, -84.364227)
addr_variations : frozenset({'3434 peachtree road northeast', '3434 peachtree road ne', '3434 peachtree road nebraska'})

name : monte carlo
addr : 3145 las vegas blvd. s.
city : las vegas
postal : 89109
latlng : (36.127675, -115.1664725)
addr_variations : frozenset({'3145 las vegas boulevard san', '3145 las vegas boulevard s', '3145 las vegas boulevard south', '3145 las vegas boulevard sur'})

22/10 positive, 18/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : park avenue cafe
addr : 100 e. 63rd st.
city : new york
postal : 10065
latlng : (40.7650225, -73.9676044)
addr_variations : frozenset({'100 east 63rd saint', '100 east 63 street', '100 east 63 saint', '100 e 63rd saint', '100 east 63rd street', '100 e 63 saint', '100 e 63 street', '100 e 63rd street'})

name : west beach cafe
addr : 60 n. venice blvd.
city : los angeles
postal : 90291
latlng : (33.984674, -118.4703147)
addr_variations : frozenset({'60 n venice boulevard', '60 north venice boulevard'})

22/10 positive, 19/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : rain
addr : 100 w. 82nd st.
city : new york
postal : 10024
latlng : (40.7839758, -73.9745045)
addr_variations : frozenset({'100 west 82nd saint', '100 w 82nd street', '100 west 82 street', '100 west 82 saint', '100 w 82nd saint', '100 w 82 street', '100 west 82nd street', '100 w 82 saint'})

name : splendido embarcadero
addr : 4
city : san francisco
postal : None
latlng : (37.7773755, -122.395447)
addr_variations : frozenset({'4'})

22/10 positive, 20/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : cava
addr : 3rd st.
city : los angeles
postal : None
latlng : (33.4947903, -112.069374)
addr_variations : frozenset({'3 street', '3rd saint', '3 saint', '3rd street'})

name : veniero pasticceria
addr : 342 e. 11th st.  near 1st ave.
city : new york
postal : 10003
latlng : (40.7294893, -73.98452019999999)
addr_variations : frozenset({'342 e 11 street near 1st avenue', '342 east 11th street near 1 avenue', '342 east 11 street near 1st avenue', '342 east 11 saint near 1 avenue', '342 east 11th saint near 1 avenue', '342 east 11 street near 1 avenue', '342 e 11 saint near 1st avenue', '342 e 11th street near 1st avenue', '342 east 11th street near 1st avenue', '342 e 11th saint near 1st avenue', '342 e 11th street near 1 avenue', '342 east 11 saint near 1st avenue', '342 e 11 saint near 1 avenue', '342 e 11 street near 1 avenue', '342 e 11th saint near 1 avenue', '342 east 11th saint near 1st avenue'})

22/10 positive, 21/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : szechuan hunan cottage
addr : 1588 york ave.
city : new york city
postal : 10028
latlng : (40.7743013, -73.94803689999999)
addr_variations : frozenset({'1588 york avenue'})

name : szechuan kitchen
addr : 1460 first ave.
city : new york city
postal : 10021
latlng : (40.7700976, -73.95371999999999)
addr_variations : frozenset({'1460 1 avenue', '1460 1st avenue'})

22/10 positive, 22/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : jody maroni sausage kingdom
addr : 2011 ocean front walk
city : venice
postal : 90291
latlng : (33.9846332, -118.471432)
addr_variations : frozenset({'2011 ocean front walk'})

name : joe
addr : 1023 abbot kinney blvd.
city : venice
postal : 90291
latlng : (33.9922429, -118.4718658)
addr_variations : frozenset({'1023 abbot kinney boulevard'})

22/10 positive, 23/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
n
name : auberge
addr : 1191 1st ave.  between 64th and 65th sts.
city : new york
postal : 10065
latlng : (40.763164, -73.959661)
addr_variations : frozenset({'1191 1st avenue between 64th and 65 streets', '1191 1st avenue between 64 and 65 streets', '1191 1 avenue between 64 and 65th streets', '1191 1 avenue between 64 and 65 streets', '1191 1 avenue between 64th and 65 streets', '1191 1st avenue between 64th and 65th streets', '1191 1 avenue between 64th and 65th streets', '1191 1st avenue between 64 and 65th streets'})

name : auberge du midi
addr : 310 w. 4th st.  between w. 12th and bank sts.
city : new york
postal : 10014
latlng : (40.7372617, -74.0039956)
addr_variations : frozenset({'310 west 4 saint between west 12 and bank streets', '310 w 4 street between w 12 and bank streets', '310 west 4 saint between w 12th and bank streets', '310 w 4th saint between w 12th and bank streets', '310 west 4 street between west 12 and bank streets', '310 w 4th street between w 12 and bank streets', '310 w 4 street between w 12th and bank streets', '310 west 4th saint between west 12th and bank streets', '310 w 4 saint between west 12 and bank streets', '310 w 4th saint between w 12 and bank streets', '310 w 4th street between west 12 and bank streets', '310 w 4th saint between west 12th and bank streets', '310 west 4 street between w 12 and bank streets', '310 west 4th saint between w 12 and bank streets', '310 w 4 saint between west 12th and bank streets', '310 w 4 street between west 12th and bank streets', '310 west 4 saint between west 12th and bank streets', '310 west 4th street between w 12 and bank streets', '310 w 4th saint between west 12 and bank streets', '310 west 4th street between west 12 and bank streets', '310 w 4 saint between w 12 and bank streets', '310 w 4th street between west 12th and bank streets', '310 west 4 street between west 12th and bank streets', '310 west 4 saint between w 12 and bank streets', '310 west 4 street between w 12th and bank streets', '310 west 4th saint between w 12th and bank streets', '310 w 4 street between west 12 and bank streets', '310 w 4 saint between w 12th and bank streets', '310 west 4th street between west 12th and bank streets', '310 west 4th saint between west 12 and bank streets', '310 west 4th street between w 12th and bank streets', '310 w 4th street between w 12th and bank streets'})

22/10 positive, 24/10 negative
Do these records refer to the same thing?
(y)es / (n)o / (u)nsure / (f)inished / (p)revious
f
Finished labeling
INFO:rlr.crossvalidation:using cross validation to find optimum alpha...
INFO:rlr.crossvalidation:optimum alpha: 1.000000, score 0.4295512458697395
INFO:dedupe.training:Final predicate set:
INFO:dedupe.training:(SimplePredicate: (firstTokenPredicate, name), TfidfNGramCanopyPredicate: (0.6, addr))
INFO:dedupe.training:(SimplePredicate: (commonTwoTokens, name), SimplePredicate: (fingerprint, name))