Record, CLM, bronze and silver
CLM-432071
Received 2026-05-26T21:46:13Z, line 77,110 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 | HELEN | Helen | Changed |
| Middle | ·· | — | Unchanged |
| Last name | RIVERA | Rivera | Changed |
| Date of birth | ·6/28/1960 | 1960-06-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-98891-36·· | UHC-98891-36 | Parsed |
| SSN | null | — | Cleared |
| Phone | 924-989-8584 | 9249898584 | Parsed |
| - | — | Cleared | |
| Address | 2648 Sunset Boulevard·· | 2648 Sunset Blvd | Changed |
| City | ·Mesa | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85267 | 85267 | Unchanged |
| Group | GRP-2098 | GRP-2098 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- helen|rivera
- Address key
- 2648|sunset|85267
- Canonical first
- helen
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
- 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-432072 | 1.00 | Scored | — | Auto-linked |
| TPA-64152 | 1.00 | Scored | — | Auto-linked |
| ENR-142097 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024158
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Helen Rivera, 1960-06-28, 4 records, Verified
Evidence
Matched against TPA-64152
| 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 automaticallyf21243862c2026-10-19 19:54:38, scoring_agentidentity id MBR-024158, confidence 1, method probabilistic, matched record TPA-64152, policy version 1
- Record linked automaticallyecd50dbc1a2026-10-19 19:52:09, scoring_agentidentity id MBR-024158, confidence 1, method probabilistic, matched record TPA-64152, policy version 1
- Record linked automatically06feb6db3c2026-10-19 19:45:42, scoring_agentidentity id MBR-024158, confidence 1, method probabilistic, matched record TPA-64152, policy version 1
- Record linked automatically2972a38bc92026-10-19 19:32:31, scoring_agentidentity id MBR-024158, confidence 1, method probabilistic, matched record TPA-64152, policy version 1
- Record linked automatically142b299cb72026-10-19 19:31:28, matching_agentidentity id MBR-010161, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-142311