Record, CLM, bronze and silver
CLM-429255
Received 2026-07-07T05:02:49Z, line 70,049 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 | mei | Mei | Changed |
| Middle | — | — | Unchanged |
| Last name | miller | Miller | Changed |
| Date of birth | 04/16/81 | 1981-04-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0739 | •••-••-0739 | Unchanged |
| Phone | 823-290-1643 | 8232901643 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | null·· | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-2049 | GRP-2049 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- mei|miller
- Address key
- —
- Canonical first
- mei
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| CLM-429253 | 0.99 | Scored | — | Auto-linked |
| ENR-138386 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-429254 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012661
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Mei Miller, 1981-04-16, 4 records, Verified
Evidence
Matched against CLM-429253
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallybb48b9427a2026-10-22 12:43:54, scoring_agentidentity id MBR-012661, confidence 0.988, method probabilistic, matched record CLM-429253, policy version 1
- Record linked automatically6238e7215a2026-10-19 19:54:38, scoring_agentidentity id MBR-012661, confidence 0.988, method probabilistic, matched record CLM-429253, policy version 1
- Record linked automaticallybe9ca093032026-10-19 19:52:09, scoring_agentidentity id MBR-012661, confidence 0.988, method probabilistic, matched record CLM-429253, policy version 1
- Record linked automaticallyad9a6442ce2026-10-19 19:45:42, scoring_agentidentity id MBR-012661, confidence 0.988, method probabilistic, matched record CLM-429253, policy version 1
- Record linked automatically30d10cd1d22026-10-19 19:32:31, scoring_agentidentity id MBR-012661, confidence 0.988, method probabilistic, matched record CLM-429253, policy version 1
- Record linked automaticallya215d0c13e2026-10-19 19:31:28, matching_agentidentity id MBR-033350, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138651