Record, CLM , bronze and silver
CLM-401981
Received 2026-03-08T22:24:41Z, line 70,201 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LUCIA·· | Lucia | Changed |
| Middle | B | B | Unchanged |
| Last name | VARGAS | Vargas | Changed |
| Date of birth | 11/13/1975 | 1975-11-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-57841-42 | UHC-57841-42 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 5897625824 | 5897625824 | Unchanged |
| NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- lucia|vargas
- Address key
- —
- Canonical first
- lucia
Quality flags
4 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)
- 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-401980 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401982 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102550 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000952
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lucia Vargas, 1975-11-13, 4 records, Verified
Evidence
Matched against CLM-401982
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically3899c1a0ed2026-10-19 19:54:38, matching_agentidentity id MBR-000952, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401982
- Record linked automatically749d30a7d32026-10-19 19:52:08, matching_agentidentity id MBR-000952, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401982
- Record linked automatically60329cddfe2026-10-19 19:45:41, matching_agentidentity id MBR-000952, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401982
- Record linked automatically45924277d52026-10-19 19:32:31, matching_agentidentity id MBR-000952, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401982
- Record linked automatically9e358c6a6b2026-10-19 19:31:28, scoring_agentidentity id MBR-006208, confidence 1, method probabilistic, matched record ENR-102590, policy version 1