Record, CLM, bronze and silver
CLM-404217
Received 2026-01-16T16:51:38Z, line 22,562 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 | LAWRENCE | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | HARRIS | Harris | Changed |
| Date of birth | 2008-04-03 | 2008-04-03 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-52485-42 | UHC-52485-42 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 414 417 2685·· | 4144172685 | Parsed |
| lawrence.harris25@outlook.com | lawrence.harris25@outlook.com | Unchanged | |
| Address | 2714 Elm Street | 2714 Elm St | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85275 | 85275 | Unchanged |
| Group | GRP-1290 | GRP-1290 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- lawrence|harris
- Address key
- 2714|elm|85275
- Canonical first
- lawrence
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-105504 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105505 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004992
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Harris, 2008-04-03, 3 records, Verified
Evidence
Matched against ENR-105504
| 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
6 hash-chained entries for this record
- Record linked automaticallycfd1cec49f2026-10-22 12:43:53, matching_agentidentity id MBR-004992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105504
- Record linked automatically8e1aa2e04a2026-10-19 19:54:38, matching_agentidentity id MBR-004992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105504
- Record linked automatically3d3f0efe032026-10-19 19:52:08, matching_agentidentity id MBR-004992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105504
- Record linked automatically73330777dc2026-10-19 19:45:42, matching_agentidentity id MBR-004992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105504
- Record linked automatically4d5eb7ca612026-10-19 19:32:31, matching_agentidentity id MBR-004992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105504
- Record linked automatically8fe453fe8a2026-10-19 19:31:28, scoring_agentidentity id MBR-000667, confidence 1, method probabilistic, matched record ENR-105507, policy version 1