Record, CLM, bronze and silver
CLM-403429
Received 2026-06-01T04:09:12Z, line 10,284 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 | Cole, Aisha | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cole | Changed |
| Date of birth | 1975-04-01 | 1975-04-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | +1 459 341 6989 | 4593416989 | Parsed |
| - | — | Cleared | |
| Address | 4922 Cedar Lane | 4922 Cedar Ln | Changed |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55410 | 55410 | Unchanged |
| Group | GRP-5066 | GRP-5066 | Unchanged |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.62
- Name key
- aisha|cole
- Address key
- 4922|cedar|55410
- Canonical first
- aisha
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- City re-casedCity re-cased to Title Case
- 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-104455 | 1.00 | Scored | — | Auto-linked |
| CLM-403428 | 1.00 | Scored | — | Auto-linked |
| ENR-104456 | 0.94 | Scored | — | Auto-linked |
| CLM-403401 | 0.69 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030273
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Cole, 1975-04-01, 4 records, Verified
Evidence
Matched against ENR-104455
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf9a89f7ce02026-10-19 19:54:38, scoring_agentidentity id MBR-030273, confidence 1, method probabilistic, matched record ENR-104455, policy version 1
- Record linked automaticallycb5d4fb1462026-10-19 19:52:09, scoring_agentidentity id MBR-030273, confidence 1, method probabilistic, matched record ENR-104455, policy version 1
- Record linked automatically9c0adaba662026-10-19 19:45:42, scoring_agentidentity id MBR-030273, confidence 1, method probabilistic, matched record ENR-104455, policy version 1
- Record linked automatically498b36c12f2026-10-19 19:32:31, scoring_agentidentity id MBR-030273, confidence 1, method probabilistic, matched record ENR-104455, policy version 1
- Record linked automatically00cbdfc8a62026-10-19 19:31:28, matching_agentidentity id MBR-036596, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21042