Record, CLM , bronze and silver
CLM-413376
Received 2026-02-16T11:36:58Z, line 52,786 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Hamilton, Aisha | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Hamilton | Changed |
| Date of birth | 06-12-1952 | 1952-12-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-91392-64 | UHC-91392-64 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 3953081587 | 3953081587 | Unchanged |
| NULL | — | Cleared | |
| Address | 7189 VALLEY VIEW DR | 7189 Valley View Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33181-4142 | 33181 | Changed |
| Group | GRP-1825 | GRP-1825 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- aisha|hamilton
- Address key
- 7189|valley view|33181
- Canonical first
- aisha
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-117552 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000464
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aisha Hamilton, 1952-12-06, 2 records, Verified
Evidence
Matched against ENR-117552
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically972ca92c7c2026-10-22 12:43:52, matching_agentidentity id MBR-000464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117552
- Record linked automaticallya2315d6e042026-10-19 19:54:38, matching_agentidentity id MBR-000464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117552
- Record linked automaticallyeb57cddfc62026-10-19 19:52:08, matching_agentidentity id MBR-000464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117552
- Record linked automatically53ea0acdb32026-10-19 19:45:41, matching_agentidentity id MBR-000464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117552
- Record linked automatically62be498ae12026-10-19 19:32:31, matching_agentidentity id MBR-000464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117552
- Record linked automaticallyf5b4da09442026-10-19 19:31:28, scoring_agentidentity id MBR-027162, confidence 1, method probabilistic, matched record CLM-413379, policy version 1