Record, CLM, bronze and silver
CLM-418566
Received 2026-05-17T22:02:05Z, line 86,261 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 | LAWRENCE | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | ALVARADO | Alvarado | Changed |
| Date of birth | 2/11/1956 | 1956-02-11 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | uhc-24233-95 | UHC-24233-95 | Parsed |
| SSN | •••-••-1839 | •••-••-1839 | Unchanged |
| Phone | (847) 819-3882 | 8478193882 | Parsed |
| N/A | — | Cleared | |
| Address | NULL | — | Cleared |
| City | ·N/A | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-6076 | GRP-6076 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.74
- Name key
- lawrence|alvarado
- Address key
- —
- Canonical first
- lawrence
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-124441 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58195 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124440 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418565 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021251
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Alvarado, 1956-02-11, 4 records, Verified
Evidence
Matched against ENR-124440
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automatically53aebd72c82026-10-22 12:43:54, matching_agentidentity id MBR-021251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124440
- Record linked automaticallyf31cd5a0b42026-10-19 19:54:38, matching_agentidentity id MBR-021251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124440
- Record linked automaticallya614e2969c2026-10-19 19:52:09, matching_agentidentity id MBR-021251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124440
- Record linked automaticallye2b8457da42026-10-19 19:45:42, matching_agentidentity id MBR-021251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124440
- Record linked automatically59af5404dd2026-10-19 19:32:31, matching_agentidentity id MBR-021251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124440
- Record linked automatically2324f2f1f32026-10-19 19:31:28, scoring_agentidentity id MBR-005049, confidence 1, method probabilistic, matched record TPA-58110, policy version 1