Record, CLM, bronze and silver
CLM-419820
Received 2026-03-12T06:00:46Z, line 49,801 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | NICHOLS | Nichols | Changed |
| Middle | — | — | Unchanged |
| Last name | BOWMAN | Bowman | Changed |
| Date of birth | 19930802 | 1993-08-02 | Parsed |
| Gender | null | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-2636 | •••-••-2636 | Unchanged |
| Phone | (265) 891-7861 | 2658917861 | Parsed |
| - | — | Cleared | |
| Address | 8094 Main Street | 8094 Main St | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95807 | 95807 | Unchanged |
| Group | - | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- nichols|bowman
- Address key
- 8094|main|95807
- Canonical first
- nichols
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| PRV-25885 | 1.00 | Scored | — | Auto-linked |
| TPA-58743 | 1.00 | Scored | — | Auto-linked |
| ENR-126100 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013448
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicholas Bowman, 1993-08-02, 4 records, Verified
Evidence
Matched against TPA-58743
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically574a60c45e2026-10-22 12:43:54, scoring_agentidentity id MBR-013448, confidence 0.996, method probabilistic, matched record TPA-58743, policy version 1
- Record linked automatically79baa8e9182026-10-19 19:54:38, scoring_agentidentity id MBR-013448, confidence 0.996, method probabilistic, matched record TPA-58743, policy version 1
- Record linked automatically64d6e59cac2026-10-19 19:52:09, scoring_agentidentity id MBR-013448, confidence 0.996, method probabilistic, matched record TPA-58743, policy version 1
- Record linked automatically7344fa85a92026-10-19 19:45:42, scoring_agentidentity id MBR-013448, confidence 0.996, method probabilistic, matched record TPA-58743, policy version 1
- Record linked automatically8a2d9eda952026-10-19 19:32:31, scoring_agentidentity id MBR-013448, confidence 0.996, method probabilistic, matched record TPA-58743, policy version 1
- Record linked automatically571ffa15e02026-10-19 19:31:28, matching_agentidentity id MBR-017999, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126020