Phase 1 cuisine essay · FRI Cuisine Essays
Official records + calculations Counts and statistics derived from cited public records. Definitions →
FRI public-record essay for indian restaurants in West Palm Beach.
West Palm Beach's Indian scene separates into public-record tiers by licence age and menu format, defined in the classification legend below. FRI classifies format and discipline from public records only. It does not infer cultural ownership from names; owner/operator references are limited to Sunbiz and DBPR entities.
Price and service-format claims are withheld. License seating, OSS category, and chain footprint are not observed menu prices; a future price analysis must use sourced menu/check data and local-market normalization.
No other signal matched. The default tier, not a middling score -- most venues land here because the public record simply says little about format.
A named traditional format appears in the record -- sushi, ramen, bbq, tandoor, dosa, kimchi or pho. A menu signal, not a claim about authenticity or ownership.
731 Village Blvd Unit 110, West Palm Beach
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is within the typical peer range. Emergency-order history: 9 event(s) (Roach activity, Roach & fly activity, Rodent activity).
12794 Forest Hill Blvd Ste 20, Wellington
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is running 2.3x the peer alert threshold. Emergency-order history: 8 event(s) (Rodent, Roach & Fly activity, Rodent & fly activity, Roach & rodent activity).
1516 N Dixie Hwy, Lake Worth
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is within the typical peer range. Emergency-order history: 5 event(s) (Roach activity, Rodent activity).
650 Royal Palm Beach Blvd #A1, West Palm Beach
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is within the typical peer range. Emergency-order history: 4 event(s) (Rodent, Roach & Fly activity, Fly activity).
500 Via De Palmas Ste 79, Boca Raton
Chef/operator credit from public record: NORMA FOOD LLC.
Takeout & Markets entry; inspection severity is elevated at 1.2x the peer alert threshold. Emergency-order history: 6 event(s) (Roach activity, Rodent activity).
4778 Okeechobee Blvd, West Palm Beach
Chef/operator credit from public record: TAJ MAHAL INDIAN CUISINE INC.
Takeout & Markets entry; inspection severity is elevated at 1.5x the peer alert threshold. Emergency-order history: 4 event(s) (Roach activity, Roach & rodent activity).
11051 Southern Blvd Ste 210, Royal Palm Beach
Chef/operator credit from public record: TANDON INGENIUM INTERNATIONAL, LLC.
Takeout & Markets entry; inspection severity is within the typical peer range. Emergency-order history: 2 event(s) (Roach activity).
7766 Okeechobee Blvd, West Palm Beach
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is within the typical peer range. Emergency-order history: 2 event(s) (Roach activity).
1930 Ne 5 Ave, Boca Raton
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is within the typical peer range. Emergency-order history: 3 event(s) (Rodent activity).
1100 Linton Blvd Suite C3-C4, Delray Beach
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is within the typical peer range.
150 Nw 16 St, Boca Raton
Chef/operator credit from public record: not resolved.
Takeout & Markets entry; inspection severity is within the typical peer range.
Entries clear the FRI cascade on DBPR status, closure vetting, and cuisine attribution. Identity enrichment (DBPR/OSS/Sunbiz name agreement, geocoded address, city/county consistency, plus cached Google/Foursquare/Yelp verifier context) refines a listing but is no longer a publish gate: a DBPR record that fails only enrichment is still shown rather than dropped. A record that cannot be matched to an identity is marked "Unverified DBPR Record" and its unverified corporate/website/social attribution is withheld; a record that cannot be geocoded is recorded as un-located. Failures and enrichment levels are written to output/cuisine_essay_audit.parquet for operator review.
Data sources: FRI Cuisine Essays. Built from DBPR public inspection records, Florida Sunbiz business filings, and Foursquare/OSS location data. All counts are derived from public records — no estimates or projections unless labeled as forecast.
Time-series forecasts and anomaly detection use NVIDIA NV-Tesseract. Model output is labeled separately from official records.