Record, CLM, bronze and silver
CLM-425120
Received 2026-01-02T13:29:44Z, line 10,109 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | CYNTHIA | Cynthia | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 1972-05-10 | 1972-05-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-33327-97·· | UHC-33327-97 | Parsed |
| SSN | •••-••-5173 | •••-••-5173 | Parsed |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- cynthia|mcdonald
- Address key
- —
- Canonical first
- cynthia
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated 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 |
|---|---|---|---|---|
| TPA-61071 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-132821 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000480
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Cynthia McDonald, 1972-05-10, 3 records, Verified
Evidence
Matched against TPA-61071
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallycd4671d01f2026-10-19 19:54:38, matching_agentidentity id MBR-000480, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61071
- Record linked automatically5b1b3b95e02026-10-19 19:52:08, matching_agentidentity id MBR-000480, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61071
- Record linked automatically586a36ffb62026-10-19 19:45:41, matching_agentidentity id MBR-000480, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61071
- Record linked automatically1b930a92822026-10-19 19:32:31, matching_agentidentity id MBR-000480, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61071
- Record linked automaticallya1b70bf6cd2026-10-19 19:31:28, matching_agentidentity id MBR-023941, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133085