Record, CLM, bronze and silver
CLM-402864
Received 2026-09-16T13:31:46Z, line 30,222 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 | MARILYN | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | CARPENTER | Carpenter | Changed |
| Date of birth | 1948-02-24·· | 1948-02-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9457 | •••-••-9457 | Unchanged |
| Phone | 305-527-6415 | 3055276415 | Parsed |
| - | — | Cleared | |
| Address | N/A | — | Cleared |
| City | UNKNOWN·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-5607 | GRP-5607 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- marilyn|carpenter
- Address key
- —
- Canonical first
- marilyn
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-103686 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026205
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Marilyn Carpneter, 1948-02-24, 2 records, Verified
Evidence
Matched against ENR-103686
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically50e3e7d8d82026-10-19 19:54:38, scoring_agentidentity id MBR-026205, confidence 0.995, method probabilistic, matched record ENR-103686, policy version 1
- Record linked automatically0be9e903252026-10-19 19:52:09, scoring_agentidentity id MBR-026205, confidence 0.995, method probabilistic, matched record ENR-103686, policy version 1
- Record linked automaticallyd9638b18d52026-10-19 19:45:42, scoring_agentidentity id MBR-026205, confidence 0.995, method probabilistic, matched record ENR-103686, policy version 1
- Record linked automatically9a19ff1c772026-10-19 19:32:31, scoring_agentidentity id MBR-026205, confidence 0.995, method probabilistic, matched record ENR-103686, policy version 1
- Record linked automaticallyad2bd19dc22026-10-19 19:31:28, scoring_agentidentity id MBR-016921, confidence 0.982, method probabilistic, matched record CLM-402865, policy version 1