Record, CLM, bronze and silver
CLM-432777
Received 2026-08-11T10:10:11Z, line 78,181 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Robertson, Nicole | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Robertson | Changed |
| Date of birth | 1982-10-04 | 1982-10-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-44037-37 | UHC-44037-37 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 15569981750 | 5569981750 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·70 Lake View Rd | 70 Lake View Rd | Changed |
| City | ·Nashville | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37276 | 37276 | Unchanged |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- nicole|robertson
- Address key
- 70|lake view|37276
- Canonical first
- nicole
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| CLM-432778 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005671
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Robertson, 1982-10-04, 2 records, Verified
Evidence
Matched against CLM-432778
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically256574ff852026-10-19 19:54:38, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432778
- Record linked automatically26c5f549ca2026-10-19 19:52:08, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432778
- Record linked automatically76299f90f72026-10-19 19:45:42, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432778
- Record linked automatically7341b177fa2026-10-19 19:32:31, matching_agentidentity id MBR-005671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432778
- Record linked automatically2d925c215c2026-10-19 19:31:28, matching_agentidentity id MBR-043049, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-143211