Record, CLM, bronze and silver
CLM-421409
Received 2026-09-19T11:44:06Z, line 71,677 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 | Hughes | Hughes | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Aisha·· | Aisha | Changed |
| Date of birth | 20000826 | 2000-08-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3632 | •••-••-3632 | Unchanged |
| Phone | 880-638-5741 | 8806385741 | Parsed |
| — | — | Unchanged | |
| Address | 5338 Cedar Ln #606 | 5338 Cedar Ln # 606 | Changed |
| City | DENVER | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | 80284 | 80284 | Unchanged |
| Group | GRP-3148 | GRP-3148 | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.74
- Name key
- hughes|aisha
- Address key
- 5338|cedar|80284
- Canonical first
- hughes
Quality flags
7 raised during normalisation
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-cased
- 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-128047 | 0.99 | Scored | — | Auto-linked |
| CLM-421408 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006732
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Aisha Hughes, 2000-08-26, 6 records, Verified
Evidence
Matched against ENR-128047
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9b0fb9f5f02026-10-19 19:54:38, scoring_agentidentity id MBR-006732, confidence 0.987, method probabilistic, matched record ENR-128047, policy version 1
- Record linked automaticallyde134ed9612026-10-19 19:52:09, scoring_agentidentity id MBR-006732, confidence 0.987, method probabilistic, matched record ENR-128047, policy version 1
- Record linked automaticallyfffbcc97872026-10-19 19:45:42, scoring_agentidentity id MBR-006732, confidence 0.987, method probabilistic, matched record ENR-128047, policy version 1
- Record linked automatically0fc6d1b0742026-10-19 19:32:31, scoring_agentidentity id MBR-006732, confidence 0.987, method probabilistic, matched record ENR-128047, policy version 1
- Record linked automatically10a77063be2026-10-19 19:31:28, scoring_agentidentity id MBR-017897, confidence 1, method probabilistic, matched record CLM-421410, policy version 1