Record, CLM, bronze and silver
CLM-405531
Received 2026-07-20T21:40:42Z, line 36,950 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 | ·Larry | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | Spencer | Spencer | Unchanged |
| Date of birth | 10/23/1976 | 1976-10-23 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-16960-57 | UHC-16960-57 | Unchanged |
| SSN | •••-••-9130 | •••-••-9130 | Unchanged |
| Phone | ·NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 5830 LAKE VIEW RD | 5830 Lake View Rd | Changed |
| City | MIAMI·· | Miami | Changed |
| State | FL·· | FL | Changed |
| ZIP | 33139 | 33139 | Unchanged |
| Group | GRP-9754 | GRP-9754 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- larry|spencer
- Address key
- 5830|lake view|33139
- Canonical first
- larry
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-107278 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21600 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000764
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Spencer, 1976-10-23, 3 records, Verified
Evidence
Matched against ENR-107278
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb61d9660382026-10-19 19:54:38, matching_agentidentity id MBR-000764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107278
- Record linked automatically4124f5253b2026-10-19 19:52:08, matching_agentidentity id MBR-000764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107278
- Record linked automatically41b474c4ae2026-10-19 19:45:41, matching_agentidentity id MBR-000764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107278
- Record linked automaticallyb16fb01abc2026-10-19 19:32:31, matching_agentidentity id MBR-000764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107278
- Record linked automatically62c236ad432026-10-19 19:31:28, scoring_agentidentity id MBR-017328, confidence 1, method probabilistic, matched record TPA-52473, policy version 1