Record, CLM, bronze and silver
CLM-410068
Received 2026-05-05T07:26:29Z, line 39,782 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 | McCoy, Natalie | Natalie | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | McCoy | Changed |
| Date of birth | 10/2/2001 | 2001-10-02 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-26564-74 | UHC-26564-74 | Unchanged |
| SSN | •••-••-2027 | •••-••-2027 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 7730 Hillcrest Rd·· | 7730 Hillcrest Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28237 | 28237 | Unchanged |
| Group | GRP-7528 | GRP-7528 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.82
- Name key
- natalie|mccoy
- Address key
- 7730|hillcrest|28237
- Canonical first
- natalie
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-410070 | 1.00 | Scored | — | Auto-linked |
| CLM-410067 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410069 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113275 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410071 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001407
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie McCoy, 2001-10-02, 6 records, Verified
Evidence
Matched against CLM-410070
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfed4ac520f2026-10-19 19:54:38, scoring_agentidentity id MBR-001407, confidence 1, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automatically4b0a7799ea2026-10-19 19:52:08, scoring_agentidentity id MBR-001407, confidence 1, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automaticallybcc848d7512026-10-19 19:45:41, scoring_agentidentity id MBR-001407, confidence 1, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automatically373701bf5c2026-10-19 19:32:31, scoring_agentidentity id MBR-001407, confidence 1, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automatically0f9829efd62026-10-19 19:31:28, matching_agentidentity id MBR-015221, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-113313