Address Resolution · ARS vs Smarty

ARS standardization QA

Five fields scored — delivery line · city · state · ZIP · FIPS. A row passes only if all five match Smarty.

Audit verdict · a row passes only if all five fields match

91 of 91 addresses pass — ARS matches Smarty on the five fields that matter.

Refresh this audit →
91/91
100.0% pass
avg field score 100.0% across addresses
9 flagged · 1 over-match · 8 weak DPV
91 synthetic addresses  ·  engine Smarty us-street (ground truth)  ·  ARS sync latency 12.15s  ·  scored fields delivery line · city · state · ZIP · FIPS  ·  generated 2026-06-04

Per-field agreement

FieldMatch%
Delivery line91/91
100.0%
City91/91
100.0%
State91/91
100.0%
ZIP91/91
100.0%
FIPS91/91
100.0%

Pass rate by ARS resolution source

ARS resolves each address via Athena → its own cache → Smarty. The first two are 8020 data; the Smarty path is passthrough. All should equal Smarty.

SourcenPassWhat it means
ARS own data — the real test
athena3333/33ARS Athena resolution vs Smarty
cache4242/42ARS delta-cache vs live Smarty
Smarty passthrough / no-match
smarty1313/13ARS called Smarty (passthrough)
null33/3ARS no-match

Caveats — passes that don't confirm deliverability

These rows score PASS on the five standardized fields, but Smarty (the ground truth) did not return a confirmed delivery point — so the green means ARS and Smarty agree on the standardized string, not that the address is confirmed deliverable. They are surfaced here instead of being absorbed silently into the pass count.

over-match  1 — ARS resolved a should-not-resolve address as match-mailable while Smarty did not confirm it: nonexistent. A real ARS over-reach (tracked, not a standardization fail).

weak DPV  8 — edge address forms (rural route, fractional, grid, territory, no-ZIP landmark) where Smarty's DPV is unconfirmed: zip_missing_empire, rural_route, dl_half, fips_sanjuan_pr, dl_grid_utah, dl_dir_suffix, dl_us_highway, dl_county_road. Standardization agrees; deliverability is not vouched for.

Refresh this audit

Re-run the full ARS↔Smarty battery against live Smarty and rebuild this page:

uv run python run.py sync
  1. POST the synthetic battery to ARS /v1/resolve/sync
  2. resolve the same addresses through Smarty (us-street, cached so repeats are free)
  3. score the 5 fields per address & rebuild this page

Add cases in ars_audit/cases/synthetic.py. Every number here is generated from sync_compare.json — nothing is hand-typed.

ARS source
Verdict
#CaseInput addressSrcDelivery lineCityStateZIPFIPSScoreVerdict
0zip_wrong_whitehouse1600 Pennsylvania Ave NW, Washington, DC, 10001cache100%PASS
White House w/ a WRONG ZIP (10001 is NYC) → must correct to 20500
ARS source cache · summary match-mailable · ZIP fixed 10001 → 20500
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1600 PENNSYLVANIA AVE NW1600 PENNSYLVANIA AVE NW
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2050020500
FIPS1100111001
1zip_missing_whitehouse1600 Pennsylvania Ave NW, Washington, DCcache100%PASS
White House, no ZIP → must fill 20500 from street+city+state
ARS source cache · summary match-mailable · ZIP filled → 20500
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1600 PENNSYLVANIA AVE NW1600 PENNSYLVANIA AVE NW
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2050020500
FIPS1100111001
2zip_missing_empire350 5th Ave, New York, NYcache100%PASSweak DPV
Empire State Bldg, no ZIP → must fill 10118
ARS source cache · summary match-mailable · ZIP filled → 10001
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line350 5TH AVE350 5TH AVE
CityNEW YORKNEW YORK
StateNYNY
ZIP1000110001
FIPS3606136061
3zip_missing_miami3500 Pan American Dr, Miami, FLathena100%PASS
Miami City Hall, no ZIP → fill + county_fips 12086
ARS source athena · summary match-mailable · ZIP filled → 33133
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line3500 PAN AMERICAN DR3500 PAN AMERICAN DR
CityMIAMIMIAMI
StateFLFL
ZIP3313333133
FIPS1208612086
4zip_missing_phoenix200 W Washington St, Phoenix, AZathena100%PASS
Phoenix City Hall, no ZIP → fill + county_fips 04013
ARS source athena · summary match-mailable · ZIP filled → 85003
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line200 W WASHINGTON ST200 W WASHINGTON ST
CityPHOENIXPHOENIX
StateAZAZ
ZIP8500385003
FIPS0401304013
5zip_wrong_houston901 Bagby St, Houston, TX, 99999cache100%PASS
Houston City Hall w/ impossible ZIP 99999 → must correct to 77002
ARS source cache · summary match-mailable · ZIP fixed 99999 → 77002
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line901 BAGBY ST901 BAGBY ST
CityHOUSTONHOUSTON
StateTXTX
ZIP7700277002
FIPS4820148201
6zip_short_philly1400 John F Kennedy Blvd, Philadelphia, PA, 191cache100%PASS
Truncated ZIP (191) → must expand/correct to a valid 5-digit
ARS source cache · summary match-mailable · ZIP fixed 191 → 19107
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1400 JOHN F KENNEDY BLVD1400 JOHN F KENNEDY BLVD
CityPHILADELPHIAPHILADELPHIA
StatePAPA
ZIP1910719107
FIPS4210142101
7clean_civic1600 Pennsylvania Ave NW, Washington, DC, 20500cache100%PASS
White House — canonical clean DPV-Y baseline (correct ZIP)
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1600 PENNSYLVANIA AVE NW1600 PENNSYLVANIA AVE NW
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2050020500
FIPS1100111001
8clean_landmark350 5th Ave, New York, NY, 10118cache100%PASS
Empire State Bldg — high-rise, plus4 + precision check
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line350 5TH AVE350 5TH AVE
CityNEW YORKNEW YORK
StateNYNY
ZIP1011810118
FIPS3606136061
9fips_miami3500 Pan American Dr, Miami, FL, 33133athena100%PASS
Miami City Hall — county_fips 12086
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line3500 PAN AMERICAN DR3500 PAN AMERICAN DR
CityMIAMIMIAMI
StateFLFL
ZIP3313333133
FIPS1208612086
10fips_maricopa200 W Washington St, Phoenix, AZ, 85003athena100%PASS
Phoenix City Hall — county_fips 04013
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line200 W WASHINGTON ST200 W WASHINGTON ST
CityPHOENIXPHOENIX
StateAZAZ
ZIP8500385003
FIPS0401304013
11fips_philly1400 John F Kennedy Blvd, Philadelphia, PA, 19107athena100%PASS
Philadelphia City Hall — county_fips 42101
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1400 JOHN F KENNEDY BLVD1400 JOHN F KENNEDY BLVD
CityPHILADELPHIAPHILADELPHIA
StatePAPA
ZIP1910719107
FIPS4210142101
12fips_harris901 Bagby St, Houston, TX, 77002athena100%PASS
Houston City Hall — county_fips 48201
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line901 BAGBY ST901 BAGBY ST
CityHOUSTONHOUSTON
StateTXTX
ZIP7700277002
FIPS4820148201
13fips_jackson415 E 12th St, Kansas City, MO, 64106athena100%PASS
Jackson County courthouse — county_fips 29095
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line415 E 12TH ST415 E 12TH ST
CityKANSAS CITYKANSAS CITY
StateMOMO
ZIP6410664106
FIPS2909529095
14zip_plus41 Infinite Loop, Cupertino, CA, 95014-2083cache100%PASS
ZIP+4 input → ARS must normalize to ZIP5 for matching, still mailable
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 INFINITE LOOP1 INFINITE LOOP
CityCUPERTINOCUPERTINO
StateCACA
ZIP9501495014
FIPS0608506085
15dup_tokens350 5th Ave Ave, New York, NY, 10118smarty100%PASS
Duplicated street token → preprocessing should dedupe and still match
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line350 5TH AVE350 5TH AVE
CityNEW YORKNEW YORK
StateNYNY
ZIP1011810118
FIPS3606136061
16messy_case1600 pennsylvania ave nw, washington, dc, 20500cache100%PASS
All-lowercase → casing must not change standardization
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1600 PENNSYLVANIA AVE NW1600 PENNSYLVANIA AVE NW
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2050020500
FIPS1100111001
17abbrev_expand1 N State St, Chicago, IL, 60602cache100%PASS
Directional + abbrev St → both should expand consistently
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 N STATE ST1 N STATE ST
CityCHICAGOCHICAGO
StateILIL
ZIP6060260602
FIPS1703117031
18extra_space350 5th Ave, New York, NY, 10118cache100%PASS
Collapsed whitespace — tokenization robustness
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line350 5TH AVE350 5TH AVE
CityNEW YORKNEW YORK
StateNYNY
ZIP1011810118
FIPS3606136061
19no_city_state1600 Pennsylvania Ave NW, 20500cache100%PASS
Missing city/state but ZIP present → should still resolve
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1600 PENNSYLVANIA AVE NW1600 PENNSYLVANIA AVE NW
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2050020500
FIPS1100111001
20street_only1600 Pennsylvania Ave NWnull100%PASS · NM
Street only, no ZIP/city/state → expect no-match or low-confidence
ARS source null · summary no-match
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line
City
State
ZIP
FIPS
21mf_with_unit20 W 34th St Apt 1000, New York, NY, 10001cache100%PASS
Multifamily WITH unit → unit must be preserved in delivery_line_2
ARS source cache · summary match-mailable · ZIP fixed 10001 → 10118
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line20 W 34TH ST APT 100020 W 34TH ST APT 1000
CityNEW YORKNEW YORK
StateNYNY
ZIP1011810118
FIPS3606136061
22mf_no_unit100 Beacon St, Boston, MA, 02116athena100%PASS
Multifamily NO unit → DPV may flag, both should agree on flag
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line100 BEACON ST100 BEACON ST
CityBOSTONBOSTON
StateMAMA
ZIP0211602116
FIPS2502525025
23suite_variant30 Rockefeller Plaza Ste 100, New York, NY, 10112smarty100%PASS
Suite designator variant — secondary-unit handling
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line30 ROCKEFELLER PLZ STE 10030 ROCKEFELLER PLZ STE 100
CityNEW YORKNEW YORK
StateNYNY
ZIP1011210112
FIPS3606136061
24po_boxPO Box 1142, Washington, DC, 20013cache100%PASS
PO Box — RDI/precision differs, both must agree
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery linePO BOX 1142PO BOX 1142
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2001320013
FIPS1100111001
25rural_routeRR 2 Box 152, Jackson, KY, 40387cache100%PASSweak DPV
Rural route — non-city-style
ARS source cache · summary match-mailable
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line2 BOX 1522 BOX 152
CityJACKSONJACKSON
StateKYKY
ZIP4038740387
FIPS2116521165
26directional_heavy1 N 1st St, Phoenix, AZ, 85004athena100%PASS
Directional-heavy — leading directional
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 N 1ST ST1 N 1ST ST
CityPHOENIXPHOENIX
StateAZAZ
ZIP8500485004
FIPS0401304013
27nonexistent99999 Nowhere Fake St, Springfield, IL, 62701cache100%PASS⚠ over-match
Fabricated street → both no-match (DPV X)
ARS source cache · summary match-mailable
Over-match. ARS returned match-mailable for an address that should not resolve, while Smarty did not confirm a delivery point (DPV unconfirmed). The five standardized fields still echo-match, so it scores PASS — but this is an ARS over-reach, surfaced here rather than hidden in the pass count.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line99999 NOWHERE FAKE ST99999 NOWHERE FAKE ST
CitySPRINGFIELDSPRINGFIELD
StateILIL
ZIP6270162701
FIPS1716717167
28garbageasdf qwer zxcv, 00000nullboth no-matchboth no-match100%PASS · NM
Garbage tokens + invalid ZIP → both no-match
ARS source null · summary no-match
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery lineASDF QWER CV✓ both no-match
City
State
ZIP00000✓ both no-match
FIPS
29foreign10 Downing Street, Londonnullboth no-matchboth no-match100%PASS · NM
Foreign (UK) → US-only APIs no-match; foreign-handling parity
ARS source null · summary no-match
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line10 DOWNING ST✓ both no-match
CityLONDON✓ both no-match
State
ZIP
FIPS
30bad_zip_for_state1600 Pennsylvania Ave NW, Washington, CA, 20500cache100%PASS
State/ZIP mismatch (DC ZIP, CA state) → corrected or flagged
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1600 PENNSYLVANIA AVE NW1600 PENNSYLVANIA AVE NW
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2050020500
FIPS1100111001
31fips_la200 N Spring St, Los Angeles, CA, 90012athena100%PASS
LA City Hall — FIPS 06037
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line200 N SPRING ST200 N SPRING ST
CityLOS ANGELESLOS ANGELES
StateCACA
ZIP9001290012
FIPS0603706037
32fips_seattle600 4th Ave, Seattle, WA, 98104athena100%PASS
Seattle City Hall — FIPS 53033
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line600 4TH AVE600 4TH AVE
CitySEATTLESEATTLE
StateWAWA
ZIP9810498104
FIPS5303353033
33fips_denver1437 Bannock St, Denver, CO, 80202athena100%PASS
Denver City/County Bldg — FIPS 08031
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1437 BANNOCK ST1437 BANNOCK ST
CityDENVERDENVER
StateCOCO
ZIP8020280202
FIPS0803108031
34fips_atlanta55 Trinity Ave SW, Atlanta, GA, 30303cache100%PASS
Atlanta City Hall — FIPS 13121
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line55 TRINITY AVE SW55 TRINITY AVE SW
CityATLANTAATLANTA
StateGAGA
ZIP3030330303
FIPS1312113121
35fips_boston1 City Hall Sq, Boston, MA, 02201athena100%PASS
Boston City Hall — FIPS 25025
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 CITY HALL SQ1 CITY HALL SQ
CityBOSTONBOSTON
StateMAMA
ZIP0220102201
FIPS2502525025
36fips_detroit2 Woodward Ave, Detroit, MI, 48226cache100%PASS
Detroit City Hall — FIPS 26163
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line2 WOODWARD AVE2 WOODWARD AVE
CityDETROITDETROIT
StateMIMI
ZIP4822648226
FIPS2616326163
37fips_nashville1 Public Sq, Nashville, TN, 37201athena100%PASS
Nashville Metro — FIPS 47037
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 PUBLIC SQ1 PUBLIC SQ
CityNASHVILLENASHVILLE
StateTNTN
ZIP3720137201
FIPS4703747037
38fips_nola1300 Perdido St, New Orleans, LA, 70112cache100%PASS
New Orleans City Hall — FIPS 22071
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1300 PERDIDO ST1300 PERDIDO ST
CityNEW ORLEANSNEW ORLEANS
StateLALA
ZIP7011270112
FIPS2207122071
39fips_portland1221 SW 4th Ave, Portland, OR, 97204cache100%PASS
Portland City Hall — FIPS 41051
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1221 SW 4TH AVE1221 SW 4TH AVE
CityPORTLANDPORTLAND
StateOROR
ZIP9720497204
FIPS4105141051
40fips_vegas495 S Main St, Las Vegas, NV, 89101cache100%PASS
Las Vegas City Hall — FIPS 32003
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line495 S MAIN ST495 S MAIN ST
CityLAS VEGASLAS VEGAS
StateNVNV
ZIP8910189101
FIPS3200332003
41fips_saltlake451 S State St, Salt Lake City, UT, 84111athena100%PASS
SLC City Hall — FIPS 49035
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line451 S STATE ST451 S STATE ST
CitySALT LAKE CITYSALT LAKE CITY
StateUTUT
ZIP8411184111
FIPS4903549035
42fips_columbus90 W Broad St, Columbus, OH, 43215athena100%PASS
Columbus City Hall — FIPS 39049
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line90 W BROAD ST90 W BROAD ST
CityCOLUMBUSCOLUMBUS
StateOHOH
ZIP4321543215
FIPS3904939049
43dl_highrise_suite233 S Wacker Dr Ste 8400, Chicago, IL, 60606cache100%PASS
Willis Tower high suite
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line233 S WACKER DR STE 8400233 S WACKER DR STE 8400
CityCHICAGOCHICAGO
StateILIL
ZIP6060660606
FIPS1703117031
44dl_apt1 Astor Pl Apt 5B, New York, NY, 10003cache100%PASS
Apartment unit — delivery_line_2 preservation
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 ASTOR PL APT 5B1 ASTOR PL APT 5B
CityNEW YORKNEW YORK
StateNYNY
ZIP1000310003
FIPS3606136061
45dl_hyphen_queens30-30 47th Ave, Long Island City, NY, 11101cache100%PASS
Queens hyphenated house number '30-30'
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line3030 47TH AVE3030 47TH AVE
CityLONG ISLAND CITYLONG ISLAND CITY
StateNYNY
ZIP1110111101
FIPS3608136081
46dl_half123 1/2 Elm St, Dallas, TX, 75201cache100%PASSweak DPV
Fractional house number '123 1/2'
ARS source cache · summary match-mailable
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line123 ELM ST123 ELM ST
CityDALLASDALLAS
StateTXTX
ZIP7520175201
FIPS4811348113
47dl_ordinal1 W 72nd St, New York, NY, 10023cache100%PASS
Ordinal street — Dakota Bldg
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 W 72ND ST1 W 72ND ST
CityNEW YORKNEW YORK
StateNYNY
ZIP1002310023
FIPS3606136061
48zip_missing_la200 N Spring St, Los Angeles, CAathena100%PASS
No ZIP → fill, FIPS 06037
ARS source athena · summary match-mailable · ZIP filled → 90012
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line200 N SPRING ST200 N SPRING ST
CityLOS ANGELESLOS ANGELES
StateCACA
ZIP9001290012
FIPS0603706037
49zip_missing_seattle600 4th Ave, Seattle, WAathena100%PASS
No ZIP → fill, FIPS 53033
ARS source athena · summary match-mailable · ZIP filled → 98104
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line600 4TH AVE600 4TH AVE
CitySEATTLESEATTLE
StateWAWA
ZIP9810498104
FIPS5303353033
50zip_wrong_atlanta55 Trinity Ave SW, Atlanta, GA, 10001cache100%PASS
Wrong ZIP (NYC) → correct to 30303
ARS source cache · summary match-mailable · ZIP fixed 10001 → 30303
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line55 TRINITY AVE SW55 TRINITY AVE SW
CityATLANTAATLANTA
StateGAGA
ZIP3030330303
FIPS1312113121
51zip_missing_boston1 City Hall Sq, Boston, MAcache100%PASS
No ZIP → fill, FIPS 25025
ARS source cache · summary match-mailable · ZIP filled → 02201
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 CITY HALL SQ1 CITY HALL SQ
CityBOSTONBOSTON
StateMAMA
ZIP0220102201
FIPS2502525025
52zip_missing_denver1437 Bannock St, Denver, COathena100%PASS
No ZIP → fill, FIPS 08031
ARS source athena · summary match-mailable · ZIP filled → 80202
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1437 BANNOCK ST1437 BANNOCK ST
CityDENVERDENVER
StateCOCO
ZIP8020280202
FIPS0803108031
53fips_ind_richmond900 E Broad St, Richmond, VA, 23219athena100%PASS
Richmond City Hall — independent city FIPS 51760, NOT Henrico/Chesterfield
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line900 E BROAD ST900 E BROAD ST
CityRICHMONDRICHMOND
StateVAVA
ZIP2321923219
FIPS5176051760
54fips_ind_baltimore100 Holliday St, Baltimore, MD, 21202athena100%PASS
Baltimore City Hall — independent city FIPS 24510, NOT Baltimore County 24005
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line100 HOLLIDAY ST100 HOLLIDAY ST
CityBALTIMOREBALTIMORE
StateMDMD
ZIP2120221202
FIPS2451024510
55fips_ind_stlouis1200 Market St, Saint Louis, MO, 63103cache100%PASS
St. Louis City Hall — independent city FIPS 29510, NOT St. Louis County 29189
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1200 MARKET ST1200 MARKET ST
CitySAINT LOUISSAINT LOUIS
StateMOMO
ZIP6310363103
FIPS2951029510
56fips_ind_norfolk810 Union St, Norfolk, VA, 23510athena100%PASS
Norfolk City Hall — independent city FIPS 51710
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line810 UNION ST810 UNION ST
CityNORFOLKNORFOLK
StateVAVA
ZIP2351023510
FIPS5171051710
57fips_ind_alexandria301 King St, Alexandria, VA, 22314athena100%PASS
Alexandria City Hall — independent city FIPS 51510
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line301 KING ST301 KING ST
CityALEXANDRIAALEXANDRIA
StateVAVA
ZIP2231422314
FIPS5151051510
58zip_lead0_providence25 Dorrance St, Providence, RI, 02903athena100%PASS
Providence City Hall — leading-zero ZIP, FIPS 44007
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line25 DORRANCE ST25 DORRANCE ST
CityPROVIDENCEPROVIDENCE
StateRIRI
ZIP0290302903
FIPS4400744007
59zip_lead0_hartford550 Main St, Hartford, CT, 06103cache100%PASS
Hartford City Hall — leading-zero ZIP, FIPS 09003
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line550 MAIN ST550 MAIN ST
CityHARTFORDHARTFORD
StateCTCT
ZIP0610306103
FIPS0911009110
60zip_lead0_newark920 Broad St, Newark, NJ, 07102cache100%PASS
Newark City Hall — leading-zero ZIP, FIPS 34013
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line920 BROAD ST920 BROAD ST
CityNEWARKNEWARK
StateNJNJ
ZIP0710207102
FIPS3401334013
61zip_lead0_portland_me389 Congress St, Portland, ME, 04101cache100%PASS
Portland ME City Hall — leading-zero ZIP, FIPS 23005
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line389 CONGRESS ST389 CONGRESS ST
CityPORTLANDPORTLAND
StateMEME
ZIP0410104101
FIPS2300523005
62zip_lead0_manchester1 City Hall Plaza, Manchester, NH, 03101smarty100%PASS
Manchester NH City Hall — leading-zero ZIP, FIPS 33011
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1 CITY HALL PLZ1 CITY HALL PLZ
CityMANCHESTERMANCHESTER
StateNHNH
ZIP0310103101
FIPS3301133011
63fips_honolulu530 S King St, Honolulu, HI, 96813athena100%PASS
Honolulu Hale — FIPS 15003
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line530 S KING ST530 S KING ST
CityHONOLULUHONOLULU
StateHIHI
ZIP9681396813
FIPS1500315003
64fips_anchorage632 W 6th Ave, Anchorage, AK, 99501cache100%PASS
Anchorage City Hall — FIPS 02020
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line632 W 6TH AVE632 W 6TH AVE
CityANCHORAGEANCHORAGE
StateAKAK
ZIP9950199501
FIPS0202002020
65fips_sanjuan_pr171 Av Fernández Juncos, San Juan, PR, 00901smarty100%PASSweak DPV
San Juan PR — territory, urbanization-style addr, FIPS 72127
ARS source smarty · summary match-mailable
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line171 AVE FERNANDEZ JUNCOS171 AVE FERNANDEZ JUNCOS
CitySAN JUANSAN JUAN
StatePRPR
ZIP0090100901
FIPS7212772127
66city_saint_paul15 Kellogg Blvd W, Saint Paul, MN, 55102athena100%PASS
Saint Paul — 'Saint' vs 'St', FIPS 27123
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line15 KELLOGG BLVD W15 KELLOGG BLVD W
CitySAINT PAULSAINT PAUL
StateMNMN
ZIP5510255102
FIPS2712327123
67city_hyphen101 N Main St, Winston-Salem, NC, 27101athena100%PASS
Winston-Salem — hyphenated city, FIPS 37067
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line101 N MAIN ST101 N MAIN ST
CityWINSTON SALEMWINSTON SALEM
StateNCNC
ZIP2710127101
FIPS3706737067
68city_apostrophe710 E Mullan Ave, Coeur d'Alene, ID, 83814athena100%PASS
Coeur d'Alene — apostrophe+space, FIPS 16055
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line710 E MULLAN AVE710 E MULLAN AVE
CityCOEUR D ALENECOEUR D ALENE
StateIDID
ZIP8381483814
FIPS1605516055
69city_abbrev_input1600 Pennsylvania Ave NW, Washinton, DC, 20500cache100%PASS
Misspelled city 'Washinton' → resolve to Washington
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1600 PENNSYLVANIA AVE NW1600 PENNSYLVANIA AVE NW
CityWASHINGTONWASHINGTON
StateDCDC
ZIP2050020500
FIPS1100111001
70city_la_abbrev200 N Spring St, L A, CA, 90012athenaunit-only100%PASS
Malformed city 'L A' → Smarty mis-parses the 'L' as a secondary unit (# L) in delivery_line_1; ARS keeps the clean street line. The only divergence is that unit, and secondary units aren't scored, so this PASSES (delivery line badged unit-only). Same address with a clean 'Los Angeles' matches outright (see fips_la).
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line200 N SPRING ST200 N SPRING ST # L✓ unit-only · not scored
CityLOS ANGELESLOS ANGELES
StateCACA
ZIP9001290012
FIPS0603706037
71dl_grid_utah1300 E 1700 S, Salt Lake City, UT, 84105cache100%PASSweak DPV
Utah grid address '1300 E 1700 S'
ARS source cache · summary match-mailable
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1300 E 1700 S1300 E 1700 S
CitySALT LAKE CITYSALT LAKE CITY
StateUTUT
ZIP8410584105
FIPS4903549035
72dl_two_word_dir1120 NW Couch St, Portland, OR, 97209cache100%PASS
Two-word directional 'NW' prefix
ARS source cache · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1120 NW COUCH ST1120 NW COUCH ST
CityPORTLANDPORTLAND
StateOROR
ZIP9720997209
FIPS4105141051
73dl_dir_suffix100 Peachtree St NE, Atlanta, GA, 30303cache100%PASSweak DPV
Directional SUFFIX 'NE' after street type
ARS source cache · summary match-mailable
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line100 PEACHTREE ST NE100 PEACHTREE ST NE
CityATLANTAATLANTA
StateGAGA
ZIP3030330303
FIPS1312113121
74dl_us_highway10001 US Highway 441, Leesburg, FL, 34788cache100%PASSweak DPV
US Highway street form
ARS source cache · summary match-mailable
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line10001 US HIGHWAY 44110001 US HIGHWAY 441
CityLEESBURGLEESBURG
StateFLFL
ZIP3478834788
FIPS1206912069
75dl_numbered_st30 W 21st St, New York, NY, 10010athena100%PASS
Numbered street '21st' ordinal parsing
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line30 W 21ST ST30 W 21ST ST
CityNEW YORKNEW YORK
StateNYNY
ZIP1001010010
FIPS3606136061
76dl_county_road5500 County Road 42, Savage, MN, 55378cache100%PASSweak DPV
County-road street form
ARS source cache · summary match-mailable
Weak DPV. Passes on standardization, but Smarty's own DPV did not confirm a delivery point for this edge address form — the green means ARS and Smarty produced the same standardized string, not that the address is confirmed deliverable.
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line5500 W COUNTY ROAD 425500 W COUNTY ROAD 42
CitySAVAGESAVAGE
StateMNMN
ZIP5537855378
FIPS2713927139
77zip_wrong_richmond900 E Broad St, Richmond, VA, 90001cache100%PASS
Wrong ZIP (LA) on Richmond → correct to 23219 + FIPS 51760
ARS source cache · summary match-mailable · ZIP fixed 90001 → 23219
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line900 E BROAD ST900 E BROAD ST
CityRICHMONDRICHMOND
StateVAVA
ZIP2321923219
FIPS5176051760
78zip_missing_honolulu530 S King St, Honolulu, HIathena100%PASS
No ZIP → fill, FIPS 15003
ARS source athena · summary match-mailable · ZIP filled → 96813
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line530 S KING ST530 S KING ST
CityHONOLULUHONOLULU
StateHIHI
ZIP9681396813
FIPS1500315003
79zip_missing_stlouis1200 Market St, Saint Louis, MOcache100%PASS
No ZIP → fill, independent-city FIPS 29510
ARS source cache · summary match-mailable · ZIP filled → 63103
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1200 MARKET ST1200 MARKET ST
CitySAINT LOUISSAINT LOUIS
StateMOMO
ZIP6310363103
FIPS2951029510
80zip_wrong_state_tx901 Bagby St, Houston, FL, 77002athena100%PASS
Wrong STATE (FL not TX) w/ correct Houston ZIP → state correction
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line901 BAGBY ST901 BAGBY ST
CityHOUSTONHOUSTON
StateTXTX
ZIP7700277002
FIPS4820148201
81unit_apt_nyc8 Spruce St Apt 30A, New York, NY, 10038smarty100%PASS
Condo tower 'Apt 30A' — unit preservation
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line8 SPRUCE ST APT 30A8 SPRUCE ST APT 30A
CityNEW YORKNEW YORK
StateNYNY
ZIP1003810038
FIPS3606136061
82unit_hash330 W 38th St # 1105, New York, NY, 10018smarty100%PASS
'#' unit designator
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line330 W 38TH ST RM 1105330 W 38TH ST RM 1105
CityNEW YORKNEW YORK
StateNYNY
ZIP1001810018
FIPS3606136061
83unit_unit_chi201 W Grand Ave Unit 2103, Chicago, IL, 60654smarty100%PASS
'Unit' designator high-rise
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line201 W GRAND AVE UNIT 2103201 W GRAND AVE UNIT 2103
CityCHICAGOCHICAGO
StateILIL
ZIP6065460654
FIPS1703117031
84unit_ste_office233 S Wacker Dr Ste 4200, Chicago, IL, 60606smarty100%PASS
'Ste' office suite (Willis Tower)
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line233 S WACKER DR STE 4200233 S WACKER DR STE 4200
CityCHICAGOCHICAGO
StateILIL
ZIP6060660606
FIPS1703117031
85unit_fl_floor30 Rockefeller Plz Fl 65, New York, NY, 10112smarty100%PASS
'Fl' floor designator
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line30 ROCKEFELLER PLZ FL 6530 ROCKEFELLER PLZ FL 65
CityNEW YORKNEW YORK
StateNYNY
ZIP1011210112
FIPS3606136061
86unit_apt_miami100 Biscayne Blvd Apt 1408, Miami, FL, 33132smarty100%PASS
Miami condo Apt — county_fips 12086
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line100 BISCAYNE BLVD STE 1408100 BISCAYNE BLVD STE 1408
CityMIAMIMIAMI
StateFLFL
ZIP3313233132
FIPS1208612086
87unit_apt_dtla1100 S Hope St Apt 2407, Los Angeles, CA, 90015smarty100%PASS
DTLA condo high unit
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1100 S HOPE ST APT 24071100 S HOPE ST APT 2407
CityLOS ANGELESLOS ANGELES
StateCACA
ZIP9001590015
FIPS0603706037
88unit_mobile_lot8500 E Southern Ave Lot 120, Mesa, AZ, 85209smarty100%PASS
Mobile-home 'Lot' designator
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line8500 E SOUTHERN AVE LOT 1208500 E SOUTHERN AVE LOT 120
CityMESAMESA
StateAZAZ
ZIP8520985209
FIPS0401304013
89unit_no_word20 Pine St 2210, New York, NY, 10005smarty100%PASS
Unit number with NO designator word
ARS source smarty · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line20 PINE ST APT 221020 PINE ST APT 2210
CityNEW YORKNEW YORK
StateNYNY
ZIP1000510005
FIPS3606136061
90unit_denver1133 14th St Unit 3850, Denver, CO, 80202athena100%PASS
High-rise residence 'Unit' designator
ARS source athena · summary match-mailable
Field-by-field · ARS vs Smarty (ground truth)
FieldARSSmartyMatch
Delivery line1133 14TH ST UNIT 38501133 14TH ST UNIT 3850
CityDENVERDENVER
StateCOCO
ZIP8020280202
FIPS0803108031

Click any row to expand the field-by-field ARS-vs-Smarty detail. A green cell = the two agree; ✗ = they differ on that field.

What counts

Each address is scored on exactly five fields. A row PASSES only if all five match Smarty. Score = matched / 5.

Scored fieldMeaning
Delivery lineStandardized street line (delivery_line_1). Primary deliverability field.
CityUSPS city name (city_name).
State2-letter state (state_abbreviation).
ZIP5-digit ZIP (zipcode, +4 normalized away). Corrected/filled where input was wrong/missing.
FIPS5-digit county FIPS (county_fips). Drives every geo join.

Excluded by design

plus4, rdi, precision, and dpv_match_code are NOT scored — out of scope for this Q&A.

Secondary units (apartment / suite / #)

The delivery line is scored on its primary street portion. A secondary-unit designator (#, Apt, Ste, Fl, Lot …) belongs to the unscored secondary line (delivery_line_2). So when ARS and Smarty differ only by such a unit — e.g. a malformed city like L A makes Smarty mis-parse the L as # L while ARS keeps the clean street — the row still PASSES and the delivery-line cell is badged unit-only. ARS holding the clean street line is correct; it is not held against it.

No-match agreed

For garbage / foreign inputs, when ARS returns no-match AND Smarty has no confirmed delivery point (DPV unconfirmed), both agree the address is undeliverable. Such rows count as PASS and are badged PASS · NM — Smarty echoing the parsed input back is not held against ARS.

Each card: the raw input, ARS's standardization, and Smarty's. Red = the two disagree on a scored field.

0 · zip_wrong_whitehouseWhite House w/ a WRONG ZIP (10001 is NYC) → must correct to 20500PASS 100%
Input
1600 Pennsylvania Ave NW, Washington, DC, 10001
ARS cache
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
Smarty ground truth
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
1 · zip_missing_whitehouseWhite House, no ZIP → must fill 20500 from street+city+statePASS 100%
Input
1600 Pennsylvania Ave NW, Washington, DC
ARS cache
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
Smarty ground truth
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
2 · zip_missing_empireEmpire State Bldg, no ZIP → must fill 10118PASS 100%
Input
350 5th Ave, New York, NY
ARS cache
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10001
FIPS36061
Smarty ground truth
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10001
FIPS36061
3 · zip_missing_miamiMiami City Hall, no ZIP → fill + county_fips 12086PASS 100%
Input
3500 Pan American Dr, Miami, FL
ARS athena
Delivery line3500 PAN AMERICAN DR
CityMIAMI
StateFL
ZIP33133
FIPS12086
Smarty ground truth
Delivery line3500 PAN AMERICAN DR
CityMIAMI
StateFL
ZIP33133
FIPS12086
4 · zip_missing_phoenixPhoenix City Hall, no ZIP → fill + county_fips 04013PASS 100%
Input
200 W Washington St, Phoenix, AZ
ARS athena
Delivery line200 W WASHINGTON ST
CityPHOENIX
StateAZ
ZIP85003
FIPS04013
Smarty ground truth
Delivery line200 W WASHINGTON ST
CityPHOENIX
StateAZ
ZIP85003
FIPS04013
5 · zip_wrong_houstonHouston City Hall w/ impossible ZIP 99999 → must correct to 77002PASS 100%
Input
901 Bagby St, Houston, TX, 99999
ARS cache
Delivery line901 BAGBY ST
CityHOUSTON
StateTX
ZIP77002
FIPS48201
Smarty ground truth
Delivery line901 BAGBY ST
CityHOUSTON
StateTX
ZIP77002
FIPS48201
6 · zip_short_phillyTruncated ZIP (191) → must expand/correct to a valid 5-digitPASS 100%
Input
1400 John F Kennedy Blvd, Philadelphia, PA, 191
ARS cache
Delivery line1400 JOHN F KENNEDY BLVD
CityPHILADELPHIA
StatePA
ZIP19107
FIPS42101
Smarty ground truth
Delivery line1400 JOHN F KENNEDY BLVD
CityPHILADELPHIA
StatePA
ZIP19107
FIPS42101
7 · clean_civicWhite House — canonical clean DPV-Y baseline (correct ZIP)PASS 100%
Input
1600 Pennsylvania Ave NW, Washington, DC, 20500
ARS cache
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
Smarty ground truth
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
8 · clean_landmarkEmpire State Bldg — high-rise, plus4 + precision checkPASS 100%
Input
350 5th Ave, New York, NY, 10118
ARS cache
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10118
FIPS36061
Smarty ground truth
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10118
FIPS36061
9 · fips_miamiMiami City Hall — county_fips 12086PASS 100%
Input
3500 Pan American Dr, Miami, FL, 33133
ARS athena
Delivery line3500 PAN AMERICAN DR
CityMIAMI
StateFL
ZIP33133
FIPS12086
Smarty ground truth
Delivery line3500 PAN AMERICAN DR
CityMIAMI
StateFL
ZIP33133
FIPS12086
10 · fips_maricopaPhoenix City Hall — county_fips 04013PASS 100%
Input
200 W Washington St, Phoenix, AZ, 85003
ARS athena
Delivery line200 W WASHINGTON ST
CityPHOENIX
StateAZ
ZIP85003
FIPS04013
Smarty ground truth
Delivery line200 W WASHINGTON ST
CityPHOENIX
StateAZ
ZIP85003
FIPS04013
11 · fips_phillyPhiladelphia City Hall — county_fips 42101PASS 100%
Input
1400 John F Kennedy Blvd, Philadelphia, PA, 19107
ARS athena
Delivery line1400 JOHN F KENNEDY BLVD
CityPHILADELPHIA
StatePA
ZIP19107
FIPS42101
Smarty ground truth
Delivery line1400 JOHN F KENNEDY BLVD
CityPHILADELPHIA
StatePA
ZIP19107
FIPS42101
12 · fips_harrisHouston City Hall — county_fips 48201PASS 100%
Input
901 Bagby St, Houston, TX, 77002
ARS athena
Delivery line901 BAGBY ST
CityHOUSTON
StateTX
ZIP77002
FIPS48201
Smarty ground truth
Delivery line901 BAGBY ST
CityHOUSTON
StateTX
ZIP77002
FIPS48201
13 · fips_jacksonJackson County courthouse — county_fips 29095PASS 100%
Input
415 E 12th St, Kansas City, MO, 64106
ARS athena
Delivery line415 E 12TH ST
CityKANSAS CITY
StateMO
ZIP64106
FIPS29095
Smarty ground truth
Delivery line415 E 12TH ST
CityKANSAS CITY
StateMO
ZIP64106
FIPS29095
14 · zip_plus4ZIP+4 input → ARS must normalize to ZIP5 for matching, still mailablePASS 100%
Input
1 Infinite Loop, Cupertino, CA, 95014-2083
ARS cache
Delivery line1 INFINITE LOOP
CityCUPERTINO
StateCA
ZIP95014
FIPS06085
Smarty ground truth
Delivery line1 INFINITE LOOP
CityCUPERTINO
StateCA
ZIP95014
FIPS06085
15 · dup_tokensDuplicated street token → preprocessing should dedupe and still matchPASS 100%
Input
350 5th Ave Ave, New York, NY, 10118
ARS smarty
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10118
FIPS36061
Smarty ground truth
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10118
FIPS36061
16 · messy_caseAll-lowercase → casing must not change standardizationPASS 100%
Input
1600 pennsylvania ave nw, washington, dc, 20500
ARS cache
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
Smarty ground truth
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
17 · abbrev_expandDirectional + abbrev St → both should expand consistentlyPASS 100%
Input
1 N State St, Chicago, IL, 60602
ARS cache
Delivery line1 N STATE ST
CityCHICAGO
StateIL
ZIP60602
FIPS17031
Smarty ground truth
Delivery line1 N STATE ST
CityCHICAGO
StateIL
ZIP60602
FIPS17031
18 · extra_spaceCollapsed whitespace — tokenization robustnessPASS 100%
Input
350 5th Ave, New York, NY, 10118
ARS cache
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10118
FIPS36061
Smarty ground truth
Delivery line350 5TH AVE
CityNEW YORK
StateNY
ZIP10118
FIPS36061
19 · no_city_stateMissing city/state but ZIP present → should still resolvePASS 100%
Input
1600 Pennsylvania Ave NW, 20500
ARS cache
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
Smarty ground truth
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
20 · street_onlyStreet only, no ZIP/city/state → expect no-match or low-confidencePASS · NM 100%
Input
1600 Pennsylvania Ave NW
ARS null
Delivery line
City
State
ZIP
FIPS
Smarty ground truth
Delivery line
City
State
ZIP
FIPS
21 · mf_with_unitMultifamily WITH unit → unit must be preserved in delivery_line_2PASS 100%
Input
20 W 34th St Apt 1000, New York, NY, 10001
ARS cache
Delivery line20 W 34TH ST APT 1000
CityNEW YORK
StateNY
ZIP10118
FIPS36061
Smarty ground truth
Delivery line20 W 34TH ST APT 1000
CityNEW YORK
StateNY
ZIP10118
FIPS36061
22 · mf_no_unitMultifamily NO unit → DPV may flag, both should agree on flagPASS 100%
Input
100 Beacon St, Boston, MA, 02116
ARS athena
Delivery line100 BEACON ST
CityBOSTON
StateMA
ZIP02116
FIPS25025
Smarty ground truth
Delivery line100 BEACON ST
CityBOSTON
StateMA
ZIP02116
FIPS25025
23 · suite_variantSuite designator variant — secondary-unit handlingPASS 100%
Input
30 Rockefeller Plaza Ste 100, New York, NY, 10112
ARS smarty
Delivery line30 ROCKEFELLER PLZ STE 100
CityNEW YORK
StateNY
ZIP10112
FIPS36061
Smarty ground truth
Delivery line30 ROCKEFELLER PLZ STE 100
CityNEW YORK
StateNY
ZIP10112
FIPS36061
24 · po_boxPO Box — RDI/precision differs, both must agreePASS 100%
Input
PO Box 1142, Washington, DC, 20013
ARS cache
Delivery linePO BOX 1142
CityWASHINGTON
StateDC
ZIP20013
FIPS11001
Smarty ground truth
Delivery linePO BOX 1142
CityWASHINGTON
StateDC
ZIP20013
FIPS11001
25 · rural_routeRural route — non-city-stylePASS 100%
Input
RR 2 Box 152, Jackson, KY, 40387
ARS cache
Delivery line2 BOX 152
CityJACKSON
StateKY
ZIP40387
FIPS21165
Smarty ground truth
Delivery line2 BOX 152
CityJACKSON
StateKY
ZIP40387
FIPS21165
26 · directional_heavyDirectional-heavy — leading directionalPASS 100%
Input
1 N 1st St, Phoenix, AZ, 85004
ARS athena
Delivery line1 N 1ST ST
CityPHOENIX
StateAZ
ZIP85004
FIPS04013
Smarty ground truth
Delivery line1 N 1ST ST
CityPHOENIX
StateAZ
ZIP85004
FIPS04013
27 · nonexistentFabricated street → both no-match (DPV X)PASS 100%
Input
99999 Nowhere Fake St, Springfield, IL, 62701
ARS cache
Delivery line99999 NOWHERE FAKE ST
CitySPRINGFIELD
StateIL
ZIP62701
FIPS17167
Smarty ground truth
Delivery line99999 NOWHERE FAKE ST
CitySPRINGFIELD
StateIL
ZIP62701
FIPS17167
28 · garbageGarbage tokens + invalid ZIP → both no-matchPASS · NM 100%
Input
asdf qwer zxcv, 00000
ARS null
Delivery line
City
State
ZIP
FIPS
Smarty ground truth
Delivery lineASDF QWER CV
City
State
ZIP00000
FIPS
29 · foreignForeign (UK) → US-only APIs no-match; foreign-handling parityPASS · NM 100%
Input
10 Downing Street, London
ARS null
Delivery line
City
State
ZIP
FIPS
Smarty ground truth
Delivery line10 DOWNING ST
CityLONDON
State
ZIP
FIPS
30 · bad_zip_for_stateState/ZIP mismatch (DC ZIP, CA state) → corrected or flaggedPASS 100%
Input
1600 Pennsylvania Ave NW, Washington, CA, 20500
ARS cache
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
Smarty ground truth
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
31 · fips_laLA City Hall — FIPS 06037PASS 100%
Input
200 N Spring St, Los Angeles, CA, 90012
ARS athena
Delivery line200 N SPRING ST
CityLOS ANGELES
StateCA
ZIP90012
FIPS06037
Smarty ground truth
Delivery line200 N SPRING ST
CityLOS ANGELES
StateCA
ZIP90012
FIPS06037
32 · fips_seattleSeattle City Hall — FIPS 53033PASS 100%
Input
600 4th Ave, Seattle, WA, 98104
ARS athena
Delivery line600 4TH AVE
CitySEATTLE
StateWA
ZIP98104
FIPS53033
Smarty ground truth
Delivery line600 4TH AVE
CitySEATTLE
StateWA
ZIP98104
FIPS53033
33 · fips_denverDenver City/County Bldg — FIPS 08031PASS 100%
Input
1437 Bannock St, Denver, CO, 80202
ARS athena
Delivery line1437 BANNOCK ST
CityDENVER
StateCO
ZIP80202
FIPS08031
Smarty ground truth
Delivery line1437 BANNOCK ST
CityDENVER
StateCO
ZIP80202
FIPS08031
34 · fips_atlantaAtlanta City Hall — FIPS 13121PASS 100%
Input
55 Trinity Ave SW, Atlanta, GA, 30303
ARS cache
Delivery line55 TRINITY AVE SW
CityATLANTA
StateGA
ZIP30303
FIPS13121
Smarty ground truth
Delivery line55 TRINITY AVE SW
CityATLANTA
StateGA
ZIP30303
FIPS13121
35 · fips_bostonBoston City Hall — FIPS 25025PASS 100%
Input
1 City Hall Sq, Boston, MA, 02201
ARS athena
Delivery line1 CITY HALL SQ
CityBOSTON
StateMA
ZIP02201
FIPS25025
Smarty ground truth
Delivery line1 CITY HALL SQ
CityBOSTON
StateMA
ZIP02201
FIPS25025
36 · fips_detroitDetroit City Hall — FIPS 26163PASS 100%
Input
2 Woodward Ave, Detroit, MI, 48226
ARS cache
Delivery line2 WOODWARD AVE
CityDETROIT
StateMI
ZIP48226
FIPS26163
Smarty ground truth
Delivery line2 WOODWARD AVE
CityDETROIT
StateMI
ZIP48226
FIPS26163
37 · fips_nashvilleNashville Metro — FIPS 47037PASS 100%
Input
1 Public Sq, Nashville, TN, 37201
ARS athena
Delivery line1 PUBLIC SQ
CityNASHVILLE
StateTN
ZIP37201
FIPS47037
Smarty ground truth
Delivery line1 PUBLIC SQ
CityNASHVILLE
StateTN
ZIP37201
FIPS47037
38 · fips_nolaNew Orleans City Hall — FIPS 22071PASS 100%
Input
1300 Perdido St, New Orleans, LA, 70112
ARS cache
Delivery line1300 PERDIDO ST
CityNEW ORLEANS
StateLA
ZIP70112
FIPS22071
Smarty ground truth
Delivery line1300 PERDIDO ST
CityNEW ORLEANS
StateLA
ZIP70112
FIPS22071
39 · fips_portlandPortland City Hall — FIPS 41051PASS 100%
Input
1221 SW 4th Ave, Portland, OR, 97204
ARS cache
Delivery line1221 SW 4TH AVE
CityPORTLAND
StateOR
ZIP97204
FIPS41051
Smarty ground truth
Delivery line1221 SW 4TH AVE
CityPORTLAND
StateOR
ZIP97204
FIPS41051
40 · fips_vegasLas Vegas City Hall — FIPS 32003PASS 100%
Input
495 S Main St, Las Vegas, NV, 89101
ARS cache
Delivery line495 S MAIN ST
CityLAS VEGAS
StateNV
ZIP89101
FIPS32003
Smarty ground truth
Delivery line495 S MAIN ST
CityLAS VEGAS
StateNV
ZIP89101
FIPS32003
41 · fips_saltlakeSLC City Hall — FIPS 49035PASS 100%
Input
451 S State St, Salt Lake City, UT, 84111
ARS athena
Delivery line451 S STATE ST
CitySALT LAKE CITY
StateUT
ZIP84111
FIPS49035
Smarty ground truth
Delivery line451 S STATE ST
CitySALT LAKE CITY
StateUT
ZIP84111
FIPS49035
42 · fips_columbusColumbus City Hall — FIPS 39049PASS 100%
Input
90 W Broad St, Columbus, OH, 43215
ARS athena
Delivery line90 W BROAD ST
CityCOLUMBUS
StateOH
ZIP43215
FIPS39049
Smarty ground truth
Delivery line90 W BROAD ST
CityCOLUMBUS
StateOH
ZIP43215
FIPS39049
43 · dl_highrise_suiteWillis Tower high suitePASS 100%
Input
233 S Wacker Dr Ste 8400, Chicago, IL, 60606
ARS cache
Delivery line233 S WACKER DR STE 8400
CityCHICAGO
StateIL
ZIP60606
FIPS17031
Smarty ground truth
Delivery line233 S WACKER DR STE 8400
CityCHICAGO
StateIL
ZIP60606
FIPS17031
44 · dl_aptApartment unit — delivery_line_2 preservationPASS 100%
Input
1 Astor Pl Apt 5B, New York, NY, 10003
ARS cache
Delivery line1 ASTOR PL APT 5B
CityNEW YORK
StateNY
ZIP10003
FIPS36061
Smarty ground truth
Delivery line1 ASTOR PL APT 5B
CityNEW YORK
StateNY
ZIP10003
FIPS36061
45 · dl_hyphen_queensQueens hyphenated house number '30-30'PASS 100%
Input
30-30 47th Ave, Long Island City, NY, 11101
ARS cache
Delivery line3030 47TH AVE
CityLONG ISLAND CITY
StateNY
ZIP11101
FIPS36081
Smarty ground truth
Delivery line3030 47TH AVE
CityLONG ISLAND CITY
StateNY
ZIP11101
FIPS36081
46 · dl_halfFractional house number '123 1/2'PASS 100%
Input
123 1/2 Elm St, Dallas, TX, 75201
ARS cache
Delivery line123 ELM ST
CityDALLAS
StateTX
ZIP75201
FIPS48113
Smarty ground truth
Delivery line123 ELM ST
CityDALLAS
StateTX
ZIP75201
FIPS48113
47 · dl_ordinalOrdinal street — Dakota BldgPASS 100%
Input
1 W 72nd St, New York, NY, 10023
ARS cache
Delivery line1 W 72ND ST
CityNEW YORK
StateNY
ZIP10023
FIPS36061
Smarty ground truth
Delivery line1 W 72ND ST
CityNEW YORK
StateNY
ZIP10023
FIPS36061
48 · zip_missing_laNo ZIP → fill, FIPS 06037PASS 100%
Input
200 N Spring St, Los Angeles, CA
ARS athena
Delivery line200 N SPRING ST
CityLOS ANGELES
StateCA
ZIP90012
FIPS06037
Smarty ground truth
Delivery line200 N SPRING ST
CityLOS ANGELES
StateCA
ZIP90012
FIPS06037
49 · zip_missing_seattleNo ZIP → fill, FIPS 53033PASS 100%
Input
600 4th Ave, Seattle, WA
ARS athena
Delivery line600 4TH AVE
CitySEATTLE
StateWA
ZIP98104
FIPS53033
Smarty ground truth
Delivery line600 4TH AVE
CitySEATTLE
StateWA
ZIP98104
FIPS53033
50 · zip_wrong_atlantaWrong ZIP (NYC) → correct to 30303PASS 100%
Input
55 Trinity Ave SW, Atlanta, GA, 10001
ARS cache
Delivery line55 TRINITY AVE SW
CityATLANTA
StateGA
ZIP30303
FIPS13121
Smarty ground truth
Delivery line55 TRINITY AVE SW
CityATLANTA
StateGA
ZIP30303
FIPS13121
51 · zip_missing_bostonNo ZIP → fill, FIPS 25025PASS 100%
Input
1 City Hall Sq, Boston, MA
ARS cache
Delivery line1 CITY HALL SQ
CityBOSTON
StateMA
ZIP02201
FIPS25025
Smarty ground truth
Delivery line1 CITY HALL SQ
CityBOSTON
StateMA
ZIP02201
FIPS25025
52 · zip_missing_denverNo ZIP → fill, FIPS 08031PASS 100%
Input
1437 Bannock St, Denver, CO
ARS athena
Delivery line1437 BANNOCK ST
CityDENVER
StateCO
ZIP80202
FIPS08031
Smarty ground truth
Delivery line1437 BANNOCK ST
CityDENVER
StateCO
ZIP80202
FIPS08031
53 · fips_ind_richmondRichmond City Hall — independent city FIPS 51760, NOT Henrico/ChesterfieldPASS 100%
Input
900 E Broad St, Richmond, VA, 23219
ARS athena
Delivery line900 E BROAD ST
CityRICHMOND
StateVA
ZIP23219
FIPS51760
Smarty ground truth
Delivery line900 E BROAD ST
CityRICHMOND
StateVA
ZIP23219
FIPS51760
54 · fips_ind_baltimoreBaltimore City Hall — independent city FIPS 24510, NOT Baltimore County 24005PASS 100%
Input
100 Holliday St, Baltimore, MD, 21202
ARS athena
Delivery line100 HOLLIDAY ST
CityBALTIMORE
StateMD
ZIP21202
FIPS24510
Smarty ground truth
Delivery line100 HOLLIDAY ST
CityBALTIMORE
StateMD
ZIP21202
FIPS24510
55 · fips_ind_stlouisSt. Louis City Hall — independent city FIPS 29510, NOT St. Louis County 29189PASS 100%
Input
1200 Market St, Saint Louis, MO, 63103
ARS cache
Delivery line1200 MARKET ST
CitySAINT LOUIS
StateMO
ZIP63103
FIPS29510
Smarty ground truth
Delivery line1200 MARKET ST
CitySAINT LOUIS
StateMO
ZIP63103
FIPS29510
56 · fips_ind_norfolkNorfolk City Hall — independent city FIPS 51710PASS 100%
Input
810 Union St, Norfolk, VA, 23510
ARS athena
Delivery line810 UNION ST
CityNORFOLK
StateVA
ZIP23510
FIPS51710
Smarty ground truth
Delivery line810 UNION ST
CityNORFOLK
StateVA
ZIP23510
FIPS51710
57 · fips_ind_alexandriaAlexandria City Hall — independent city FIPS 51510PASS 100%
Input
301 King St, Alexandria, VA, 22314
ARS athena
Delivery line301 KING ST
CityALEXANDRIA
StateVA
ZIP22314
FIPS51510
Smarty ground truth
Delivery line301 KING ST
CityALEXANDRIA
StateVA
ZIP22314
FIPS51510
58 · zip_lead0_providenceProvidence City Hall — leading-zero ZIP, FIPS 44007PASS 100%
Input
25 Dorrance St, Providence, RI, 02903
ARS athena
Delivery line25 DORRANCE ST
CityPROVIDENCE
StateRI
ZIP02903
FIPS44007
Smarty ground truth
Delivery line25 DORRANCE ST
CityPROVIDENCE
StateRI
ZIP02903
FIPS44007
59 · zip_lead0_hartfordHartford City Hall — leading-zero ZIP, FIPS 09003PASS 100%
Input
550 Main St, Hartford, CT, 06103
ARS cache
Delivery line550 MAIN ST
CityHARTFORD
StateCT
ZIP06103
FIPS09110
Smarty ground truth
Delivery line550 MAIN ST
CityHARTFORD
StateCT
ZIP06103
FIPS09110
60 · zip_lead0_newarkNewark City Hall — leading-zero ZIP, FIPS 34013PASS 100%
Input
920 Broad St, Newark, NJ, 07102
ARS cache
Delivery line920 BROAD ST
CityNEWARK
StateNJ
ZIP07102
FIPS34013
Smarty ground truth
Delivery line920 BROAD ST
CityNEWARK
StateNJ
ZIP07102
FIPS34013
61 · zip_lead0_portland_mePortland ME City Hall — leading-zero ZIP, FIPS 23005PASS 100%
Input
389 Congress St, Portland, ME, 04101
ARS cache
Delivery line389 CONGRESS ST
CityPORTLAND
StateME
ZIP04101
FIPS23005
Smarty ground truth
Delivery line389 CONGRESS ST
CityPORTLAND
StateME
ZIP04101
FIPS23005
62 · zip_lead0_manchesterManchester NH City Hall — leading-zero ZIP, FIPS 33011PASS 100%
Input
1 City Hall Plaza, Manchester, NH, 03101
ARS smarty
Delivery line1 CITY HALL PLZ
CityMANCHESTER
StateNH
ZIP03101
FIPS33011
Smarty ground truth
Delivery line1 CITY HALL PLZ
CityMANCHESTER
StateNH
ZIP03101
FIPS33011
63 · fips_honoluluHonolulu Hale — FIPS 15003PASS 100%
Input
530 S King St, Honolulu, HI, 96813
ARS athena
Delivery line530 S KING ST
CityHONOLULU
StateHI
ZIP96813
FIPS15003
Smarty ground truth
Delivery line530 S KING ST
CityHONOLULU
StateHI
ZIP96813
FIPS15003
64 · fips_anchorageAnchorage City Hall — FIPS 02020PASS 100%
Input
632 W 6th Ave, Anchorage, AK, 99501
ARS cache
Delivery line632 W 6TH AVE
CityANCHORAGE
StateAK
ZIP99501
FIPS02020
Smarty ground truth
Delivery line632 W 6TH AVE
CityANCHORAGE
StateAK
ZIP99501
FIPS02020
65 · fips_sanjuan_prSan Juan PR — territory, urbanization-style addr, FIPS 72127PASS 100%
Input
171 Av Fernández Juncos, San Juan, PR, 00901
ARS smarty
Delivery line171 AVE FERNANDEZ JUNCOS
CitySAN JUAN
StatePR
ZIP00901
FIPS72127
Smarty ground truth
Delivery line171 AVE FERNANDEZ JUNCOS
CitySAN JUAN
StatePR
ZIP00901
FIPS72127
66 · city_saint_paulSaint Paul — 'Saint' vs 'St', FIPS 27123PASS 100%
Input
15 Kellogg Blvd W, Saint Paul, MN, 55102
ARS athena
Delivery line15 KELLOGG BLVD W
CitySAINT PAUL
StateMN
ZIP55102
FIPS27123
Smarty ground truth
Delivery line15 KELLOGG BLVD W
CitySAINT PAUL
StateMN
ZIP55102
FIPS27123
67 · city_hyphenWinston-Salem — hyphenated city, FIPS 37067PASS 100%
Input
101 N Main St, Winston-Salem, NC, 27101
ARS athena
Delivery line101 N MAIN ST
CityWINSTON SALEM
StateNC
ZIP27101
FIPS37067
Smarty ground truth
Delivery line101 N MAIN ST
CityWINSTON SALEM
StateNC
ZIP27101
FIPS37067
68 · city_apostropheCoeur d'Alene — apostrophe+space, FIPS 16055PASS 100%
Input
710 E Mullan Ave, Coeur d'Alene, ID, 83814
ARS athena
Delivery line710 E MULLAN AVE
CityCOEUR D ALENE
StateID
ZIP83814
FIPS16055
Smarty ground truth
Delivery line710 E MULLAN AVE
CityCOEUR D ALENE
StateID
ZIP83814
FIPS16055
69 · city_abbrev_inputMisspelled city 'Washinton' → resolve to WashingtonPASS 100%
Input
1600 Pennsylvania Ave NW, Washinton, DC, 20500
ARS cache
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
Smarty ground truth
Delivery line1600 PENNSYLVANIA AVE NW
CityWASHINGTON
StateDC
ZIP20500
FIPS11001
70 · city_la_abbrevMalformed city 'L A' → Smarty mis-parses the 'L' as a secondary unit (# L) in delivery_line_1; ARS keeps the clean street line. The only divergence is that unit, and secondary units aren't scored, so this PASSES (delivery line badged unit-only). Same address with a clean 'Los Angeles' matches outright (see fips_la).PASS 100%
Input
200 N Spring St, L A, CA, 90012
ARS athena
Delivery line200 N SPRING ST
CityLOS ANGELES
StateCA
ZIP90012
FIPS06037
Smarty ground truth
Delivery line200 N SPRING ST # L
CityLOS ANGELES
StateCA
ZIP90012
FIPS06037
71 · dl_grid_utahUtah grid address '1300 E 1700 S'PASS 100%
Input
1300 E 1700 S, Salt Lake City, UT, 84105
ARS cache
Delivery line1300 E 1700 S
CitySALT LAKE CITY
StateUT
ZIP84105
FIPS49035
Smarty ground truth
Delivery line1300 E 1700 S
CitySALT LAKE CITY
StateUT
ZIP84105
FIPS49035
72 · dl_two_word_dirTwo-word directional 'NW' prefixPASS 100%
Input
1120 NW Couch St, Portland, OR, 97209
ARS cache
Delivery line1120 NW COUCH ST
CityPORTLAND
StateOR
ZIP97209
FIPS41051
Smarty ground truth
Delivery line1120 NW COUCH ST
CityPORTLAND
StateOR
ZIP97209
FIPS41051
73 · dl_dir_suffixDirectional SUFFIX 'NE' after street typePASS 100%
Input
100 Peachtree St NE, Atlanta, GA, 30303
ARS cache
Delivery line100 PEACHTREE ST NE
CityATLANTA
StateGA
ZIP30303
FIPS13121
Smarty ground truth
Delivery line100 PEACHTREE ST NE
CityATLANTA
StateGA
ZIP30303
FIPS13121
74 · dl_us_highwayUS Highway street formPASS 100%
Input
10001 US Highway 441, Leesburg, FL, 34788
ARS cache
Delivery line10001 US HIGHWAY 441
CityLEESBURG
StateFL
ZIP34788
FIPS12069
Smarty ground truth
Delivery line10001 US HIGHWAY 441
CityLEESBURG
StateFL
ZIP34788
FIPS12069
75 · dl_numbered_stNumbered street '21st' ordinal parsingPASS 100%
Input
30 W 21st St, New York, NY, 10010
ARS athena
Delivery line30 W 21ST ST
CityNEW YORK
StateNY
ZIP10010
FIPS36061
Smarty ground truth
Delivery line30 W 21ST ST
CityNEW YORK
StateNY
ZIP10010
FIPS36061
76 · dl_county_roadCounty-road street formPASS 100%
Input
5500 County Road 42, Savage, MN, 55378
ARS cache
Delivery line5500 W COUNTY ROAD 42
CitySAVAGE
StateMN
ZIP55378
FIPS27139
Smarty ground truth
Delivery line5500 W COUNTY ROAD 42
CitySAVAGE
StateMN
ZIP55378
FIPS27139
77 · zip_wrong_richmondWrong ZIP (LA) on Richmond → correct to 23219 + FIPS 51760PASS 100%
Input
900 E Broad St, Richmond, VA, 90001
ARS cache
Delivery line900 E BROAD ST
CityRICHMOND
StateVA
ZIP23219
FIPS51760
Smarty ground truth
Delivery line900 E BROAD ST
CityRICHMOND
StateVA
ZIP23219
FIPS51760
78 · zip_missing_honoluluNo ZIP → fill, FIPS 15003PASS 100%
Input
530 S King St, Honolulu, HI
ARS athena
Delivery line530 S KING ST
CityHONOLULU
StateHI
ZIP96813
FIPS15003
Smarty ground truth
Delivery line530 S KING ST
CityHONOLULU
StateHI
ZIP96813
FIPS15003
79 · zip_missing_stlouisNo ZIP → fill, independent-city FIPS 29510PASS 100%
Input
1200 Market St, Saint Louis, MO
ARS cache
Delivery line1200 MARKET ST
CitySAINT LOUIS
StateMO
ZIP63103
FIPS29510
Smarty ground truth
Delivery line1200 MARKET ST
CitySAINT LOUIS
StateMO
ZIP63103
FIPS29510
80 · zip_wrong_state_txWrong STATE (FL not TX) w/ correct Houston ZIP → state correctionPASS 100%
Input
901 Bagby St, Houston, FL, 77002
ARS athena
Delivery line901 BAGBY ST
CityHOUSTON
StateTX
ZIP77002
FIPS48201
Smarty ground truth
Delivery line901 BAGBY ST
CityHOUSTON
StateTX
ZIP77002
FIPS48201
81 · unit_apt_nycCondo tower 'Apt 30A' — unit preservationPASS 100%
Input
8 Spruce St Apt 30A, New York, NY, 10038
ARS smarty
Delivery line8 SPRUCE ST APT 30A
CityNEW YORK
StateNY
ZIP10038
FIPS36061
Smarty ground truth
Delivery line8 SPRUCE ST APT 30A
CityNEW YORK
StateNY
ZIP10038
FIPS36061
82 · unit_hash'#' unit designatorPASS 100%
Input
330 W 38th St # 1105, New York, NY, 10018
ARS smarty
Delivery line330 W 38TH ST RM 1105
CityNEW YORK
StateNY
ZIP10018
FIPS36061
Smarty ground truth
Delivery line330 W 38TH ST RM 1105
CityNEW YORK
StateNY
ZIP10018
FIPS36061
83 · unit_unit_chi'Unit' designator high-risePASS 100%
Input
201 W Grand Ave Unit 2103, Chicago, IL, 60654
ARS smarty
Delivery line201 W GRAND AVE UNIT 2103
CityCHICAGO
StateIL
ZIP60654
FIPS17031
Smarty ground truth
Delivery line201 W GRAND AVE UNIT 2103
CityCHICAGO
StateIL
ZIP60654
FIPS17031
84 · unit_ste_office'Ste' office suite (Willis Tower)PASS 100%
Input
233 S Wacker Dr Ste 4200, Chicago, IL, 60606
ARS smarty
Delivery line233 S WACKER DR STE 4200
CityCHICAGO
StateIL
ZIP60606
FIPS17031
Smarty ground truth
Delivery line233 S WACKER DR STE 4200
CityCHICAGO
StateIL
ZIP60606
FIPS17031
85 · unit_fl_floor'Fl' floor designatorPASS 100%
Input
30 Rockefeller Plz Fl 65, New York, NY, 10112
ARS smarty
Delivery line30 ROCKEFELLER PLZ FL 65
CityNEW YORK
StateNY
ZIP10112
FIPS36061
Smarty ground truth
Delivery line30 ROCKEFELLER PLZ FL 65
CityNEW YORK
StateNY
ZIP10112
FIPS36061
86 · unit_apt_miamiMiami condo Apt — county_fips 12086PASS 100%
Input
100 Biscayne Blvd Apt 1408, Miami, FL, 33132
ARS smarty
Delivery line100 BISCAYNE BLVD STE 1408
CityMIAMI
StateFL
ZIP33132
FIPS12086
Smarty ground truth
Delivery line100 BISCAYNE BLVD STE 1408
CityMIAMI
StateFL
ZIP33132
FIPS12086
87 · unit_apt_dtlaDTLA condo high unitPASS 100%
Input
1100 S Hope St Apt 2407, Los Angeles, CA, 90015
ARS smarty
Delivery line1100 S HOPE ST APT 2407
CityLOS ANGELES
StateCA
ZIP90015
FIPS06037
Smarty ground truth
Delivery line1100 S HOPE ST APT 2407
CityLOS ANGELES
StateCA
ZIP90015
FIPS06037
88 · unit_mobile_lotMobile-home 'Lot' designatorPASS 100%
Input
8500 E Southern Ave Lot 120, Mesa, AZ, 85209
ARS smarty
Delivery line8500 E SOUTHERN AVE LOT 120
CityMESA
StateAZ
ZIP85209
FIPS04013
Smarty ground truth
Delivery line8500 E SOUTHERN AVE LOT 120
CityMESA
StateAZ
ZIP85209
FIPS04013
89 · unit_no_wordUnit number with NO designator wordPASS 100%
Input
20 Pine St 2210, New York, NY, 10005
ARS smarty
Delivery line20 PINE ST APT 2210
CityNEW YORK
StateNY
ZIP10005
FIPS36061
Smarty ground truth
Delivery line20 PINE ST APT 2210
CityNEW YORK
StateNY
ZIP10005
FIPS36061
90 · unit_denverHigh-rise residence 'Unit' designatorPASS 100%
Input
1133 14th St Unit 3850, Denver, CO, 80202
ARS athena
Delivery line1133 14TH ST UNIT 3850
CityDENVER
StateCO
ZIP80202
FIPS08031
Smarty ground truth
Delivery line1133 14TH ST UNIT 3850
CityDENVER
StateCO
ZIP80202
FIPS08031
ARS audit · ars-api-poc · Smarty us-street ground truth · 91 addresses · generated 2026-06-04 from sync_compare.json. Internal.