Record, CLM, bronze and silver
CLM-407616
Received 2026-07-19T08:01:14Z, line 21,439 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 | BARBARA | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | ROJAS | Rojas | Changed |
| Date of birth | 05/22/74 | 1974-05-22 | Parsed |
| Gender | ···· | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8484 | •••-••-8484 | Unchanged |
| Phone | +1 311 689 6591 | 3116896591 | Parsed |
| NULL | — | Cleared | |
| Address | 8037 CHURCH STREET | 8037 Church St | Changed |
| City | ·MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33161·· | 33161 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- barbara|rojas
- Address key
- 8037|church|33161
- Canonical first
- barbara
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-109983 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038931
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Barbara Rojas, 1974-05-22, 2 records, Verified
Evidence
Matched against ENR-109983
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyaacb1538762026-10-22 12:43:55, matching_agentidentity id MBR-038931, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109983
- Record linked automatically297411c18f2026-10-19 19:54:39, matching_agentidentity id MBR-038931, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109983
- Record linked automatically2d6e533a6f2026-10-19 19:52:09, matching_agentidentity id MBR-038931, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109983
- Record linked automatically2c8c83a87b2026-10-19 19:45:42, matching_agentidentity id MBR-038931, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109983
- Record linked automatically1900dec0e12026-10-19 19:32:31, matching_agentidentity id MBR-038931, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109983
- Record linked automatically6730f158e92026-10-19 19:31:28, matching_agentidentity id MBR-035390, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-53340