Record, CLM, bronze and silver
CLM-410464
Received 2026-07-02T12:49:29Z, line 24,947 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LUIS | Luis | Changed |
| Middle | F | F | Unchanged |
| Last name | SMITH | Smith | Changed |
| Date of birth | 19401124 | 1940-11-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC0987893 | UHC-09878-93 | Parsed |
| SSN | •••-••-4902 | •••-••-4902 | Unchanged |
| Phone | 16982923154 | 6982923154 | Parsed |
| luis.smith@gmail.com | luis.smith@gmail.com | Unchanged | |
| Address | ·4992 Park Pl | 4992 Park Pl | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90054 | 90054 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- luis|smith
- Address key
- 4992|park|90054
- Canonical first
- luis
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| CLM-410463 | 1.00 | Scored | — | Auto-linked |
| CLM-410465 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113742 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113741 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031168
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Luis Smith, 1940-11-24, 5 records, Verified
Evidence
Matched against CLM-410463
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd4817e02f92026-10-22 12:43:54, scoring_agentidentity id MBR-031168, confidence 1, method probabilistic, matched record CLM-410463, policy version 1
- Record linked automatically89297a39c42026-10-19 19:54:38, scoring_agentidentity id MBR-031168, confidence 1, method probabilistic, matched record CLM-410463, policy version 1
- Record linked automaticallya818d9a9e12026-10-19 19:52:09, scoring_agentidentity id MBR-031168, confidence 1, method probabilistic, matched record CLM-410463, policy version 1
- Record linked automatically7bfa4ad1a62026-10-19 19:45:42, scoring_agentidentity id MBR-031168, confidence 1, method probabilistic, matched record CLM-410463, policy version 1
- Record linked automatically891c6061392026-10-19 19:32:31, scoring_agentidentity id MBR-031168, confidence 1, method probabilistic, matched record CLM-410463, policy version 1