Record, CLM, bronze and silver
CLM-404354
Received 2026-06-17T08:19:10Z, line 1,606 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 | BRENDA | Brenda | Changed |
| Middle | — | — | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | 19-10-1998 | 1998-10-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-87927-23 | UHC-87927-23 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 436-890-1966 | 4368901966 | Parsed |
| null | — | Cleared | |
| Address | 7889 Union Street | 7889 Union St | Changed |
| City | Seattle | Seattle | Unchanged |
| State | WA | WA | Unchanged |
| ZIP | 98138 | 98138 | Unchanged |
| Group | GRP-1775 | GRP-1775 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- brenda|singh
- Address key
- 7889|union|98138
- Canonical first
- brenda
Quality flags
6 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
- 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
- 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-404353 | 1.00 | Scored | — | Auto-linked |
| ENR-105734 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002110
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brenda Singh, 1998-10-19, 3 records, Verified
Evidence
Matched against CLM-404353
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya14d00b5972026-10-19 19:54:38, scoring_agentidentity id MBR-002110, confidence 0.996, method probabilistic, matched record CLM-404353, policy version 1
- Record linked automaticallyf1c7cb39952026-10-19 19:52:08, scoring_agentidentity id MBR-002110, confidence 0.996, method probabilistic, matched record CLM-404353, policy version 1
- Record linked automatically72a4b85b792026-10-19 19:45:41, scoring_agentidentity id MBR-002110, confidence 0.996, method probabilistic, matched record CLM-404353, policy version 1
- Record linked automaticallyd368e01cf22026-10-19 19:32:31, scoring_agentidentity id MBR-002110, confidence 0.996, method probabilistic, matched record CLM-404353, policy version 1
- Record linked automatically881b8e6ac52026-10-19 19:31:28, scoring_agentidentity id MBR-007496, confidence 1, method probabilistic, matched record ENR-105669, policy version 1