Record, CLM, bronze and silver
CLM-401615
Received 2026-02-08T00:28:11Z, line 83,538 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 | RALPH·· | Ralph | Changed |
| Middle | C | C | Unchanged |
| Last name | HARPER | Harper | Changed |
| Date of birth | 14-06-1950 | 1950-06-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-37758-70 | UHC-37758-70 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (822) 426-6008 | 8224266008 | Parsed |
| — | — | Unchanged | |
| Address | 712 ELM ST·· | 712 Elm St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75055 | 75055 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.74
- Name key
- ralph|harper
- Address key
- 712|elm|75055
- Canonical first
- ralph
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 |
|---|---|---|---|---|
| PRV-20497 | 1.00 | Scored | — | Auto-linked |
| CLM-401614 | 1.00 | Scored | — | Auto-linked |
| ENR-102110 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011303
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Harper, 1950-06-14, 4 records, Verified
Evidence
Matched against PRV-20497
| 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
6 hash-chained entries for this record
- Record linked automatically68e619b0352026-10-22 12:43:54, scoring_agentidentity id MBR-011303, confidence 1, method probabilistic, matched record PRV-20497, policy version 1
- Record linked automatically6842f2bfd52026-10-19 19:54:38, scoring_agentidentity id MBR-011303, confidence 1, method probabilistic, matched record PRV-20497, policy version 1
- Record linked automaticallyc581c9c3182026-10-19 19:52:09, scoring_agentidentity id MBR-011303, confidence 1, method probabilistic, matched record PRV-20497, policy version 1
- Record linked automaticallyec8495e1bd2026-10-19 19:45:42, scoring_agentidentity id MBR-011303, confidence 1, method probabilistic, matched record PRV-20497, policy version 1
- Record linked automatically6f1e1d0a9a2026-10-19 19:32:31, scoring_agentidentity id MBR-011303, confidence 1, method probabilistic, matched record PRV-20497, policy version 1
- Record linked automaticallye4e7a103b62026-10-19 19:31:28, matching_agentidentity id MBR-029236, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-50715