Record, CLM, bronze and silver
CLM-418087
Received 2026-03-20T22:32:44Z, line 57,594 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Margaret | Margaret | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | 1980-01-24 | 1980-01-24 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3355 | •••-••-3355 | Parsed |
| Phone | 557-571-3213·· | 5575713213 | Parsed |
| null | — | Cleared | |
| Address | 2628 Market Street | 2628 Market St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85023 | 85023 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- margaret|mills
- Address key
- 2628|market|85023
- Canonical first
- margaret
Quality flags
7 raised during normalisation
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-123781 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-57989 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002123
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Margaret Mills, 1980-01-24, 3 records, Verified
Evidence
Matched against ENR-123781
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| 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
6 hash-chained entries for this record
- Record linked automaticallye1d158542e2026-10-22 12:43:53, matching_agentidentity id MBR-002123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123781
- Record linked automatically3f87d2295d2026-10-19 19:54:38, matching_agentidentity id MBR-002123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123781
- Record linked automaticallye426c0f79f2026-10-19 19:52:08, matching_agentidentity id MBR-002123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123781
- Record linked automatically7f6070323d2026-10-19 19:45:41, matching_agentidentity id MBR-002123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123781
- Record linked automaticallyf4a216d8c62026-10-19 19:32:31, matching_agentidentity id MBR-002123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123781
- Record linked automatically623ec943d62026-10-19 19:31:28, matching_agentidentity id MBR-010412, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-418088