$ cd ~/identity-store

your source of truth,
after the noise.

# identity resolution on noisy people and business data
# across sources, with a correction loop that actually learns

figure_1.svg · 3 noisy sources → 1 golden record
── 3 SOURCE RECORDS ──voters_q1WILLIAM BUREL206 CARYWOOD DR · DURHAM · 9190388693voters_q2William A. Burel206 Carywood Dr · DURHAM, NC · (919) 038-8693hubspotw. burel206 Carywood Drive, Durham · +1-919-038-8693── 1 GOLDEN RECORD ──entity_id: fc14eb1eWilliam Burel206 Carywood Dr · Durham, NC+1 (919) 038-8693 · conf 0.97infermap + goldenmatch + llm corrections · stable cross-source identity