Record, CLM, bronze and silver
CLM-426244
Received 2026-05-04T14:27:50Z, line 26,930 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | RIOS | Rios | Changed |
| Date of birth | 7/24/1960 | 1960-07-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-67463-23 | UHC-67463-23 | Unchanged |
| SSN | •••-••-2280 | •••-••-2280 | Parsed |
| Phone | 6472954779 | 6472954779 | Unchanged |
| - | — | Cleared | |
| Address | 6475 Desert Sky Boulevard | 6475 Desert Sky Blvd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 95827 | 95827 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- heather|rios
- Address key
- 6475|desert sky|95827
- Canonical first
- heather
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)
- 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 |
|---|---|---|---|---|
| CLM-426245 | 1.00 | Scored | — | Auto-linked |
| PRV-27730 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61584 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-61585 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-134384 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018322
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Rios, 1960-07-24, 6 records, Verified
Evidence
Matched against CLM-426245
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallya6e93f02002026-10-19 19:54:38, scoring_agentidentity id MBR-018322, confidence 1, method probabilistic, matched record CLM-426245, policy version 1
- Record linked automatically168f3447382026-10-19 19:52:09, scoring_agentidentity id MBR-018322, confidence 1, method probabilistic, matched record CLM-426245, policy version 1
- Record linked automatically9d5bf19a492026-10-19 19:45:42, scoring_agentidentity id MBR-018322, confidence 1, method probabilistic, matched record CLM-426245, policy version 1
- Record linked automaticallyf0a7a5de8d2026-10-19 19:32:31, scoring_agentidentity id MBR-018322, confidence 1, method probabilistic, matched record CLM-426245, policy version 1
- Record linked automatically66ffe3157a2026-10-19 19:31:28, scoring_agentidentity id MBR-004356, confidence 1, method probabilistic, matched record ENR-134687, policy version 1