Record, CLM, bronze and silver
CLM-424986
Received 2026-03-01T01:48:11Z, line 12,228 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 | — | — | Unchanged |
| Last name | klly | Klly | Changed |
| Date of birth | - | — | Cleared |
| Gender | null | — | Cleared |
| Member ID | UHC-38369-92 | UHC-38369-92 | Unchanged |
| SSN | •••-••-8656 | •••-••-8656 | Unchanged |
| Phone | ···· | — | Unchanged |
| lawrence.kelly@outlook.com | lawrence.kelly@outlook.com | Unchanged | |
| Address | 9622 Central Avenue | 9622 Central Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93798 | 93798 | Unchanged |
| Group | GRP-1596 | GRP-1596 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- lawrence|klly
- Address key
- 9622|central|93798
- Canonical first
- lawrence
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth missingDate of birth absent or a null token; left empty
- 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-61011 | 0.99 | Scored | — | Auto-linked |
| CLM-424987 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-132657 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008433
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lawrence Kelly, 1942-12-20, 4 records, Verified
Evidence
Matched against TPA-61011
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye50eab874c2026-10-19 19:54:38, scoring_agentidentity id MBR-008433, confidence 0.986, method probabilistic, matched record TPA-61011, policy version 1
- Record linked automatically9b3eada3502026-10-19 19:52:09, scoring_agentidentity id MBR-008433, confidence 0.986, method probabilistic, matched record TPA-61011, policy version 1
- Record linked automaticallyc0d35b64ac2026-10-19 19:45:42, scoring_agentidentity id MBR-008433, confidence 0.986, method probabilistic, matched record TPA-61011, policy version 1
- Record linked automaticallye80a9ac61a2026-10-19 19:32:31, scoring_agentidentity id MBR-008433, confidence 0.986, method probabilistic, matched record TPA-61011, policy version 1
- Record linked automatically45b0dbc1b52026-10-19 19:31:28, matching_agentidentity id MBR-011145, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132899