Record, CLM, bronze and silver
CLM-432321
Received 2026-09-04T12:16:49Z, line 62,873 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 | CHERYL | Cheryl | Changed |
| Middle | — | — | Unchanged |
| Last name | ORBIEN | Orbien | Changed |
| Date of birth | 1938-08-14 | 1938-08-14 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| cheryl.obrien@proton.me | cheryl.obrien@proton.me | Unchanged | |
| Address | 7836 Union St | 7836 Union St | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | Arizona·· | AZ | Changed |
| ZIP | 85253 | 85253 | Unchanged |
| Group | GRP-1182 | GRP-1182 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- cheryl|orbien
- Address key
- 7836|union|85253
- Canonical first
- cheryl
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-142442 | 0.99 | Scored | — | Auto-linked |
| PRV-29444 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002556
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Cheryl Obrien, 1938-08-14, 6 records, Verified
Evidence
Matched against ENR-142442
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4a0aeb290c2026-10-22 12:43:53, scoring_agentidentity id MBR-002556, confidence 0.991, method probabilistic, matched record ENR-142442, policy version 1
- Record linked automatically4fb4d8a40d2026-10-19 19:54:38, scoring_agentidentity id MBR-002556, confidence 0.991, method probabilistic, matched record ENR-142442, policy version 1
- Record linked automatically526ee1e8fb2026-10-19 19:52:08, scoring_agentidentity id MBR-002556, confidence 0.991, method probabilistic, matched record ENR-142442, policy version 1
- Record linked automatically206020c0dd2026-10-19 19:45:41, scoring_agentidentity id MBR-002556, confidence 0.991, method probabilistic, matched record ENR-142442, policy version 1
- Record linked automaticallyabce6edd812026-10-19 19:32:31, scoring_agentidentity id MBR-002556, confidence 0.991, method probabilistic, matched record ENR-142442, policy version 1
- Record linked automatically10e6e029212026-10-19 19:31:28, matching_agentidentity id MBR-019894, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432320