Record, CLM, bronze and silver
CLM-424262
Received 2026-08-20T12:48:56Z, line 46,542 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 | CARPENTER | Carpenter | Changed |
| Date of birth | 04/25/48 | 1948-04-25 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2945 | •••-••-2945 | Unchanged |
| Phone | ·null | — | Cleared |
| — | — | Unchanged | |
| Address | 132 Valley View Drive | 132 Valley View Dr | Changed |
| City | ·Columbus | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43281 | 43281 | Unchanged |
| Group | GRP-0862 | GRP-0862 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- lawrence|carpenter
- Address key
- 132|valley view|43281
- Canonical first
- lawrence
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-60695 | 1.00 | Scored | — | Auto-linked |
| CLM-424261 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-424263 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-131722 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-60694 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005795
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Carpenter, 1948-04-25, 6 records, Verified
Evidence
Matched against TPA-60695
| 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 automaticallycad601c35f2026-10-19 19:54:38, scoring_agentidentity id MBR-005795, confidence 1, method probabilistic, matched record TPA-60695, policy version 1
- Record linked automaticallyd2065171682026-10-19 19:52:08, scoring_agentidentity id MBR-005795, confidence 1, method probabilistic, matched record TPA-60695, policy version 1
- Record linked automatically2b9e135ac32026-10-19 19:45:42, scoring_agentidentity id MBR-005795, confidence 1, method probabilistic, matched record TPA-60695, policy version 1
- Record linked automatically92ba100d882026-10-19 19:32:31, scoring_agentidentity id MBR-005795, confidence 1, method probabilistic, matched record TPA-60695, policy version 1
- Record linked automatically10c8b514c92026-10-19 19:31:28, scoring_agentidentity id MBR-028808, confidence 1, method probabilistic, matched record ENR-131918, policy version 1