Record, CLM, bronze and silver
CLM-410069
Received 2026-08-16T05:22:05Z, line 8,762 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 | Unchanged |
| Middle | P | P | Unchanged |
| Last name | MccCoy | McCcoy | Changed |
| Date of birth | 10/02/2001 | 2001-10-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-26564-74 | UHC-26564-74 | Parsed |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 7730 Hillcrest Road | 7730 Hillcrest Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28237 | 28237 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- natalie|mcccoy
- Address key
- 7730|hillcrest|28237
- Canonical first
- natalie
Quality flags
6 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| CLM-410070 | 0.99 | Scored | — | 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 |
| CLM-410068 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410067 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001407
- Method
- Scored
- Confidence
- 0.99
- 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 | 0.98 | 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 automatically10babd91ce2026-10-19 19:54:38, scoring_agentidentity id MBR-001407, confidence 0.991, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automatically80565a09492026-10-19 19:52:08, scoring_agentidentity id MBR-001407, confidence 0.991, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automatically6bbed5650b2026-10-19 19:45:41, scoring_agentidentity id MBR-001407, confidence 0.991, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automaticallya0e6cc21ed2026-10-19 19:32:31, scoring_agentidentity id MBR-001407, confidence 0.991, method probabilistic, matched record CLM-410070, policy version 1
- Record linked automatically587c85becc2026-10-19 19:31:28, matching_agentidentity id MBR-015221, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113313