Record, CLM, bronze and silver
CLM-417572
Received 2026-02-10T21:34:14Z, line 80,461 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 | Andrew | Andrew | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Lawson | Lawson | Unchanged |
| Date of birth | 01/10/1940 | 1940-01-10 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | ·UHC-12756-80 | UHC-12756-80 | Parsed |
| SSN | •••-••-7594 | •••-••-7594 | Unchanged |
| Phone | NULL | — | Cleared |
| andrew.lawson@outlook.com | andrew.lawson@outlook.com | Unchanged | |
| Address | 8968 WILLOW CT | 8968 Willow Ct | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32895 | 32895 | Unchanged |
| Group | GRP-6523 | GRP-6523 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- andrew|lawson
- Address key
- 8968|willow|32895
- Canonical first
- andrew
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)
- 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
- 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-57760 | 1.00 | Scored | — | Auto-linked |
| ENR-123170 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25205 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005387
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrew Lawson, 1940-01-10, 4 records, Verified
Evidence
Matched against TPA-57760
| 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 automaticallyd75c7a2bf92026-10-19 19:54:38, scoring_agentidentity id MBR-005387, confidence 1, method probabilistic, matched record TPA-57760, policy version 1
- Record linked automatically8040635fde2026-10-19 19:52:08, scoring_agentidentity id MBR-005387, confidence 1, method probabilistic, matched record TPA-57760, policy version 1
- Record linked automatically8729a91c052026-10-19 19:45:42, scoring_agentidentity id MBR-005387, confidence 1, method probabilistic, matched record TPA-57760, policy version 1
- Record linked automaticallyfe5e15157a2026-10-19 19:32:31, scoring_agentidentity id MBR-005387, confidence 1, method probabilistic, matched record TPA-57760, policy version 1
- Record linked automatically7f9738dc862026-10-19 19:31:28, matching_agentidentity id MBR-018972, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122997