Record, CLM, bronze and silver
CLM-401808
Received 2026-08-26T17:45:20Z, line 36,443 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 | JOYCE | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | CARLSON | Carlson | Changed |
| Date of birth | ·7/15/1956 | 1956-07-15 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-05360-87 | UHC-05360-87 | Unchanged |
| SSN | - | — | Cleared |
| Phone | +1 496 361 8160 | 4963618160 | Parsed |
| joyce.carlson@hotmail.com | joyce.carlson@hotmail.com | Unchanged | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-0207 | GRP-0207 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- joyce|carlson
- Address key
- —
- Canonical first
- joyce
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-401807 | 1.00 | Scored | — | Auto-linked |
| ENR-102360 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401809 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50790 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020352
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Carlson, 1956-07-15, 5 records, Verified
Evidence
Matched against CLM-401807
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically628e40f8632026-10-22 12:43:54, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401807, policy version 1
- Record linked automatically9cbbf9c4282026-10-19 19:54:38, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401807, policy version 1
- Record linked automatically8cf23ce83d2026-10-19 19:52:09, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401807, policy version 1
- Record linked automatically58de34082a2026-10-19 19:45:42, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401807, policy version 1
- Record linked automatically15e82a86052026-10-19 19:32:31, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401807, policy version 1
- Record linked automatically7e798183b92026-10-19 19:31:28, scoring_agentidentity id MBR-014383, confidence 1, method probabilistic, matched record CLM-401807, policy version 1