Record, CLM, bronze and silver
CLM-430231
Received 2026-03-01T04:33:12Z, line 1,568 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 | NATALIE | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | Mar 3, 1963 | 1963-03-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-51311-29 | UHC-51311-29 | Unchanged |
| SSN | •••-••-4577 | •••-••-4577 | Unchanged |
| Phone | 427.855.6740 | 4278556740 | Parsed |
| NULL | — | Cleared | |
| Address | 2698 Elm St | 2698 Elm St | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30306 | 30306 | Unchanged |
| Group | GRP-7216 | GRP-7216 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- natalie|johnston
- Address key
- 2698|elm|30306
- Canonical first
- natalie
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| PRV-28857 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016642
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Johnston, 1963-03-03, 2 records, Verified
Evidence
Matched against PRV-28857
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically07b3bdc7af2026-10-19 19:54:38, scoring_agentidentity id MBR-016642, confidence 1, method probabilistic, matched record PRV-28857, policy version 1
- Record linked automatically5c24ca65af2026-10-19 19:52:09, scoring_agentidentity id MBR-016642, confidence 1, method probabilistic, matched record PRV-28857, policy version 1
- Record linked automaticallyde5261370c2026-10-19 19:45:42, scoring_agentidentity id MBR-016642, confidence 1, method probabilistic, matched record PRV-28857, policy version 1
- Record linked automaticallyca40641cf02026-10-19 19:32:31, scoring_agentidentity id MBR-016642, confidence 1, method probabilistic, matched record PRV-28857, policy version 1
- Record linked automaticallya4e098ffc42026-10-19 19:31:28, matching_agentidentity id MBR-000915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430232