Record, CLM, bronze and silver
CLM-431385
Received 2026-01-15T19:53:37Z, line 83,402 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 | Kimberly | Kimberly | Unchanged |
| Middle | K | K | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | 12/07/1955·· | 1955-12-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-05503-20 | UHC-05503-20 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 801 623 4112 | 8016234112 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | NULL | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-0352 | GRP-0352 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- kimberly|mills
- Address key
- —
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| PRV-29179 | 1.00 | Scored | — | Auto-linked |
| CLM-431386 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63866 | 0.83 | Scored | — | Sent to steward |
| TPA-63865 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004705
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Mills, 1955-12-07, 5 records, Verified
Evidence
Matched against PRV-29179
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc8f7c4b47a2026-10-19 19:54:38, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record PRV-29179, policy version 1
- Record linked automaticallybc039140072026-10-19 19:52:08, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record PRV-29179, policy version 1
- Record linked automatically0e27cb7ffe2026-10-19 19:45:42, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record PRV-29179, policy version 1
- Record linked automaticallyee819a0af32026-10-19 19:32:31, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record PRV-29179, policy version 1
- Record linked automatically89cddc24b42026-10-19 19:31:28, matching_agentidentity id MBR-018654, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141416