Record, CLM, bronze and silver
CLM-412299
Received 2026-01-27T13:34:04Z, line 7,709 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 | LAWRENCE | Lawrence | Changed |
| Middle | J. | J | Changed |
| Last name | WATSON | Watson | Changed |
| Date of birth | 19951004 | 1995-10-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 19029864081 | 9029864081 | Parsed |
| ·· | — | Unchanged | |
| Address | 9551 CAMELBACK ROAD | 9551 Camelback Rd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN·· | MN | Changed |
| ZIP | 55483 | 55483 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.60
- Name key
- lawrence|watson
- Address key
- 9551|camelback|55483
- Canonical first
- lawrence
Quality flags
8 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
- 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
- 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-55421 | 1.00 | Scored | — | Auto-linked |
| ENR-116177 | 1.00 | Scored | — | Auto-linked |
| CLM-412298 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008125
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Watson, 1995-10-04, 4 records, Verified
Evidence
Matched against TPA-55421
| 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 automatically1b5a58e4b22026-10-19 19:54:38, scoring_agentidentity id MBR-008125, confidence 1, method probabilistic, matched record TPA-55421, policy version 1
- Record linked automatically379c0ebd7e2026-10-19 19:52:09, scoring_agentidentity id MBR-008125, confidence 1, method probabilistic, matched record TPA-55421, policy version 1
- Record linked automatically64a25110962026-10-19 19:45:42, scoring_agentidentity id MBR-008125, confidence 1, method probabilistic, matched record TPA-55421, policy version 1
- Record linked automaticallyf3f2c63ecf2026-10-19 19:32:31, scoring_agentidentity id MBR-008125, confidence 1, method probabilistic, matched record TPA-55421, policy version 1
- Record linked automaticallydff5e9230f2026-10-19 19:31:28, matching_agentidentity id MBR-025952, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116265