Record, CLM, bronze and silver
CLM-426756
Received 2026-09-02T20:20:55Z, line 75,014 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 | DEBRA | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | ANDREWS | Andrews | Changed |
| Date of birth | 1971-11-10 | 1971-11-10 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | ·848-911-9182 | 8489119182 | Parsed |
| - | — | Cleared | |
| Address | NULL | — | Cleared |
| City | ···· | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-8446 | GRP-8446 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- debra|andrews
- Address key
- —
- Canonical first
- debra
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-135110 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034280
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Andrews, 1971-11-10, 2 records, Verified
Evidence
Matched against ENR-135110
| 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 automaticallye577bcd95f2026-10-22 12:43:55, scoring_agentidentity id MBR-034280, confidence 1, method probabilistic, matched record ENR-135110, policy version 1
- Record linked automatically8915fbb78a2026-10-19 19:54:39, scoring_agentidentity id MBR-034280, confidence 1, method probabilistic, matched record ENR-135110, policy version 1
- Record linked automatically73d0ea1d502026-10-19 19:52:09, scoring_agentidentity id MBR-034280, confidence 1, method probabilistic, matched record ENR-135110, policy version 1
- Record linked automatically8636f873ef2026-10-19 19:45:42, scoring_agentidentity id MBR-034280, confidence 1, method probabilistic, matched record ENR-135110, policy version 1
- Record linked automaticallyf6ff78394b2026-10-19 19:32:31, scoring_agentidentity id MBR-034280, confidence 1, method probabilistic, matched record ENR-135110, policy version 1
- Record linked automatically77f19301a52026-10-19 19:31:28, scoring_agentidentity id MBR-024571, confidence 1, method probabilistic, matched record PRV-27874, policy version 1