Record, CLM, bronze and silver
CLM-425135
Received 2026-01-12T22:33:58Z, line 38,793 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 | MARCS | Marcs | Changed |
| Middle | — | — | Unchanged |
| Last name | WALLACE | Wallace | Changed |
| Date of birth | 19540211 | 1954-02-11 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | ·· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 5894 Bayshore Dr | 5894 Bayshore Dr | Unchanged |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-5795 | GRP-5795 | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.62
- Name key
- marcs|wallace
- Address key
- 5894|bayshore|miami
- Canonical first
- marcs
Quality flags
7 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)
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003781
- Method
- Scored
- Confidence
- 0.92
- Rule
- weighted score, no rule
Golden record: Marcus Wallace, 1954-02-11, 3 records, Verified
Evidence
Matched against TPA-61074
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically014efa5ab42026-10-22 12:43:53, scoring_agentidentity id MBR-003781, confidence 0.92, method probabilistic, matched record TPA-61074, policy version 1
- Record linked automaticallyc7d1d32aac2026-10-19 19:54:38, scoring_agentidentity id MBR-003781, confidence 0.92, method probabilistic, matched record TPA-61074, policy version 1
- Record linked automatically03b35e9d2c2026-10-19 19:52:08, scoring_agentidentity id MBR-003781, confidence 0.92, method probabilistic, matched record TPA-61074, policy version 1
- Record linked automatically4f93b449282026-10-19 19:45:42, scoring_agentidentity id MBR-003781, confidence 0.92, method probabilistic, matched record TPA-61074, policy version 1
- Record linked automatically3f392c04362026-10-19 19:32:31, scoring_agentidentity id MBR-003781, confidence 0.92, method probabilistic, matched record TPA-61074, policy version 1
- Record linked automaticallyf466b11b642026-10-19 19:31:28, scoring_agentidentity id MBR-019988, confidence 1, method probabilistic, matched record CLM-425134, policy version 1