Record, CLM, bronze and silver
CLM-409469
Received 2026-05-21T00:37:57Z, line 27,880 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 | Laura | Laura | Unchanged |
| Middle | S | S | Unchanged |
| Last name | Dunn | Dunn | Unchanged |
| Date of birth | 19760222 | 1976-02-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-44881-02 | UHC-44881-02 | Parsed |
| SSN | •••-••-6800 | •••-••-6800 | Parsed |
| Phone | +1 616 655 7095 | 6166557095 | Parsed |
| N/A | — | Cleared | |
| Address | 8838 Park Place #812 | 8838 Park Pl # 812 | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | N/A | — | Cleared |
| Group | ·GRP-9161 | GRP-9161 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.34
- Name key
- laura|dunn
- Address key
- 8838|park|mesa
- Canonical first
- laura
Quality flags
9 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-112457 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112456 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031603
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Laura Dunn, 1976-02-22, 3 records, Verified
Evidence
Matched against ENR-112457
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically7e035c210f2026-10-19 19:54:38, matching_agentidentity id MBR-031603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112457
- Record linked automatically30f7d728cb2026-10-19 19:52:09, matching_agentidentity id MBR-031603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112457
- Record linked automaticallyada59834692026-10-19 19:45:42, matching_agentidentity id MBR-031603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112457
- Record linked automatically7f7cf17c422026-10-19 19:32:31, matching_agentidentity id MBR-031603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112457
- Record linked automatically484ecf17df2026-10-19 19:31:28, matching_agentidentity id MBR-004597, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112487