Record, CLM, bronze and silver
CLM-420325
Received 2026-09-23T20:35:59Z, line 35,561 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 | Lawrence | Lawrence | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 19790314 | 1979-03-14 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5355 Forest Avenue | 5355 Forest Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | Georgia | GA | Changed |
| ZIP | 30350 | 30350 | Unchanged |
| Group | GRP-5923 | GRP-5923 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- lawrence|nichols
- Address key
- 5355|forest|30350
- Canonical first
- lawrence
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-126736 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025679
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lawrence Nichhols, 1979-03-14, 2 records, Verified
Evidence
Matched against ENR-126736
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb2c55626632026-10-19 19:54:38, scoring_agentidentity id MBR-025679, confidence 0.994, method probabilistic, matched record ENR-126736, policy version 1
- Record linked automatically38de9a24b32026-10-19 19:52:09, scoring_agentidentity id MBR-025679, confidence 0.994, method probabilistic, matched record ENR-126736, policy version 1
- Record linked automaticallya9d2e033822026-10-19 19:45:42, scoring_agentidentity id MBR-025679, confidence 0.994, method probabilistic, matched record ENR-126736, policy version 1
- Record linked automaticallye8d8e6e0502026-10-19 19:32:31, scoring_agentidentity id MBR-025679, confidence 0.994, method probabilistic, matched record ENR-126736, policy version 1
- Record linked automatically3808e693c12026-10-19 19:31:28, matching_agentidentity id MBR-000005, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-420324