Record, CLM, bronze and silver
CLM-412163
Received 2026-10-12T12:38:05Z, line 66,936 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 | Deborha | Deborha | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Harper | Harper | Unchanged |
| Date of birth | 9/28/1973 | 1973-09-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-63588-98 | UHC-63588-98 | Unchanged |
| SSN | •••-••-6847 | •••-••-6847 | Parsed |
| Phone | 13247012215·· | 3247012215 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4799 RIVER RD | 4799 River Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28291 | 28291 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- deborha|harper
- Address key
- 4799|river|28291
- Canonical first
- deborha
Quality flags
7 raised during normalisation
- 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-412161 | 1.00 | Scored | — | Auto-linked |
| ENR-116018 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-116019 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412162 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015621
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Harper, 1973-09-28, 5 records, Verified
Evidence
Matched against CLM-412161
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically14401035602026-10-22 12:43:54, scoring_agentidentity id MBR-015621, confidence 0.996, method probabilistic, matched record CLM-412161, policy version 1
- Record linked automatically803ef4723c2026-10-19 19:54:38, scoring_agentidentity id MBR-015621, confidence 0.996, method probabilistic, matched record CLM-412161, policy version 1
- Record linked automatically4f9c94f2062026-10-19 19:52:09, scoring_agentidentity id MBR-015621, confidence 0.996, method probabilistic, matched record CLM-412161, policy version 1
- Record linked automaticallyd1648dd25f2026-10-19 19:45:42, scoring_agentidentity id MBR-015621, confidence 0.996, method probabilistic, matched record CLM-412161, policy version 1
- Record linked automatically0225519c632026-10-19 19:32:31, scoring_agentidentity id MBR-015621, confidence 0.996, method probabilistic, matched record CLM-412161, policy version 1
- Record linked automatically3e9c514edf2026-10-19 19:31:28, scoring_agentidentity id MBR-008618, confidence 1, method probabilistic, matched record CLM-412164, policy version 1