Record, CLM, bronze and silver
CLM-416748
Received 2026-04-02T14:58:34Z, line 90,901 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 | LAUREN | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | RILEY | Riley | Changed |
| Date of birth | 01/08/1952 | 1952-01-08 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1921 | •••-••-1921 | Unchanged |
| Phone | 6992803224 | 6992803224 | Unchanged |
| NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | - | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | ·· | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.94
- Name key
- lauren|riley
- Address key
- —
- Canonical first
- lauren
Quality flags
3 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)
- 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 |
|---|---|---|---|---|
| ENR-121992 | 1.00 | Scored | — | Auto-linked |
| CLM-416749 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023603
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Riley, 1952-01-08, 3 records, Verified
Evidence
Matched against ENR-121992
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically05f9f0c9fd2026-10-19 19:54:38, scoring_agentidentity id MBR-023603, confidence 1, method probabilistic, matched record ENR-121992, policy version 1
- Record linked automaticallyf1dfb7e1462026-10-19 19:52:09, scoring_agentidentity id MBR-023603, confidence 1, method probabilistic, matched record ENR-121992, policy version 1
- Record linked automatically50662c64432026-10-19 19:45:42, scoring_agentidentity id MBR-023603, confidence 1, method probabilistic, matched record ENR-121992, policy version 1
- Record linked automatically2c7d4d65712026-10-19 19:32:31, scoring_agentidentity id MBR-023603, confidence 1, method probabilistic, matched record ENR-121992, policy version 1
- Record linked automaticallyf2eabf66192026-10-19 19:31:28, scoring_agentidentity id MBR-021503, confidence 1, method probabilistic, matched record PRV-24903, policy version 1