Record, CLM, bronze and silver
CLM-422642
Received 2026-07-04T05:21:12Z, line 99,342 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 | Deborah | Deborah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Willis | Willis | Unchanged |
| Date of birth | 1975-02-17 | 1975-02-17 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC-78282-13 | UHC-78282-13 | Unchanged |
| SSN | •••-••-9079 | •••-••-9079 | Unchanged |
| Phone | (211) 672-7261 | 2116727261 | Parsed |
| - | — | Cleared | |
| Address | 2399 Harbor Boulevard | 2399 Harbor Blvd | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33157·· | 33157 | Changed |
| Group | ·null | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- deborah|willis
- Address key
- 2399|harbor|33157
- Canonical first
- deborah
Quality flags
5 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
- 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-129662 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422640 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129663 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036178
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Willis, 1975-02-17, 4 records, Verified
Evidence
Matched against ENR-129663
| 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
6 hash-chained entries for this record
- Record linked automaticallyf8f0cd75492026-10-22 12:43:55, matching_agentidentity id MBR-036178, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129663
- Record linked automaticallya5c30baddf2026-10-19 19:54:39, matching_agentidentity id MBR-036178, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129663
- Record linked automatically319a63004d2026-10-19 19:52:09, matching_agentidentity id MBR-036178, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129663
- Record linked automatically9129982e482026-10-19 19:45:42, matching_agentidentity id MBR-036178, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129663
- Record linked automaticallyaf9c251e452026-10-19 19:32:31, matching_agentidentity id MBR-036178, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129663
- Record linked automaticallyd1c46ac51e2026-10-19 19:31:28, matching_agentidentity id MBR-023164, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129813