Record, CLM , bronze and silver
CLM-431386
Received 2026-07-31T20:56:02Z, line 8,293 of the CLM feed
CLM Scored
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 | — | — | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | 07-12-1955 | 1955-12-07 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC-05503-20 | UHC-05503-20 | Unchanged |
| SSN | ·UNKNOWN | — | Cleared |
| Phone | (801) 623-4112 | 8016234112 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 9137 Main Street | 9137 Main St | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85208 | 85208 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.78
- Name key
- kimberly|mills
- Address key
- 9137|main|85208
- Canonical first
- kimberly
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| TPA-63866 | 1.00 | Scored | — | Auto-linked |
| TPA-63865 | 1.00 | Scored | — | Auto-linked |
| CLM-431385 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29179 | 0.94 | Scored | — | Auto-linked |
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 TPA-63866
| 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 automatically457b95dc8f2026-10-19 19:54:38, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63866, policy version 1
- Record linked automaticallycd54114db92026-10-19 19:52:08, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63866, policy version 1
- Record linked automatically61ba38dd442026-10-19 19:45:42, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63866, policy version 1
- Record linked automatically744991e5ac2026-10-19 19:32:31, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63866, policy version 1
- Record linked automatically105ae98d2d2026-10-19 19:31:28, matching_agentidentity id MBR-037842, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141417