Record, CLM, bronze and silver
CLM-404485
Received 2026-09-20T16:46:44Z, line 55,616 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 | Changed |
| Middle | N | N | Unchanged |
| Last name | KING | King | Changed |
| Date of birth | 01/09/1946 | 1946-01-09 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-53620-37 | UHC-53620-37 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (434) 783-6508 | 4347836508 | Parsed |
| ·NULL | — | Cleared | |
| Address | ·5353 Valley View Dr | 5353 Valley View Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona·· | AZ | Changed |
| ZIP | 85256 | 85256 | Unchanged |
| Group | null | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- natalie|king
- Address key
- 5353|valley view|85256
- Canonical first
- natalie
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-51956 | 1.00 | Scored | — | Auto-linked |
| ENR-105909 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025439
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie King, 1946-01-09, 3 records, Verified
Evidence
Matched against TPA-51956
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically18e82684b82026-10-22 12:43:54, scoring_agentidentity id MBR-025439, confidence 1, method probabilistic, matched record TPA-51956, policy version 1
- Record linked automaticallyf8dd2155632026-10-19 19:54:38, scoring_agentidentity id MBR-025439, confidence 1, method probabilistic, matched record TPA-51956, policy version 1
- Record linked automatically776f98dbc92026-10-19 19:52:09, scoring_agentidentity id MBR-025439, confidence 1, method probabilistic, matched record TPA-51956, policy version 1
- Record linked automaticallyb3ce256eb22026-10-19 19:45:42, scoring_agentidentity id MBR-025439, confidence 1, method probabilistic, matched record TPA-51956, policy version 1
- Record linked automaticallyedb92afc752026-10-19 19:32:31, scoring_agentidentity id MBR-025439, confidence 1, method probabilistic, matched record TPA-51956, policy version 1
- Record linked automatically824033df3f2026-10-19 19:31:28, scoring_agentidentity id MBR-016233, confidence 0.994, method probabilistic, matched record CLM-404486, policy version 1