Record, CLM, bronze and silver
CLM-424709
Received 2026-04-23T08:30:23Z, line 59,779 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Stone | Stone | Unchanged |
| Date of birth | ·1960-12-08 | 1960-12-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 7566275581 | 7566275581 | Unchanged |
| - | — | Cleared | |
| Address | N/A | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·GRP-6474 | GRP-6474 | Changed |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.82
- Name key
- lauren|stone
- Address key
- —
- Canonical first
- lauren
Quality flags
3 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-132281 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018450
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Stone, 1960-12-08, 2 records, Verified
Evidence
Matched against ENR-132281
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya4a583eb772026-10-22 12:43:54, scoring_agentidentity id MBR-018450, confidence 1, method probabilistic, matched record ENR-132281, policy version 1
- Record linked automaticallye10bbf1c322026-10-19 19:54:38, scoring_agentidentity id MBR-018450, confidence 1, method probabilistic, matched record ENR-132281, policy version 1
- Record linked automatically8460e955b52026-10-19 19:52:09, scoring_agentidentity id MBR-018450, confidence 1, method probabilistic, matched record ENR-132281, policy version 1
- Record linked automaticallyaea8589fab2026-10-19 19:45:42, scoring_agentidentity id MBR-018450, confidence 1, method probabilistic, matched record ENR-132281, policy version 1
- Record linked automatically3da992d9f02026-10-19 19:32:31, scoring_agentidentity id MBR-018450, confidence 1, method probabilistic, matched record ENR-132281, policy version 1
- Record linked automatically1b2ac65e3e2026-10-19 19:31:28, scoring_agentidentity id MBR-005526, confidence 1, method probabilistic, matched record ENR-132504, policy version 1