Record, CLM, bronze and silver
CLM-421292
Received 2026-09-17T08:06:55Z, line 57,836 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 | SHAW | Shaw | Changed |
| Date of birth | 10/26/1968 | 1968-10-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 1839 RIDGE ROAD | 1839 Ridge Rd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43205 | 43205 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- lawrence|shaw
- Address key
- 1839|ridge|43205
- 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 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
- City re-casedCity re-cased to Title Case
- 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-59365 | 1.00 | Scored | — | Auto-linked |
| PRV-26262 | 0.75 | Scored | — | Sent to steward |
| ENR-127913 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039795
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Shaw, 1968-10-26, 2 records, Verified
Evidence
Matched against TPA-59365
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyeab30b6ab82026-10-22 12:43:55, scoring_agentidentity id MBR-039795, confidence 1, method probabilistic, matched record TPA-59365, policy version 1
- Record linked automaticallyf5a276265f2026-10-19 19:54:39, scoring_agentidentity id MBR-039795, confidence 1, method probabilistic, matched record TPA-59365, policy version 1
- Record linked automaticallyb3893ef46b2026-10-19 19:52:09, scoring_agentidentity id MBR-039795, confidence 1, method probabilistic, matched record TPA-59365, policy version 1
- Record linked automaticallya3cfce506e2026-10-19 19:45:42, scoring_agentidentity id MBR-039795, confidence 1, method probabilistic, matched record TPA-59365, policy version 1
- Record linked automatically0240d3d03e2026-10-19 19:32:31, scoring_agentidentity id MBR-039795, confidence 1, method probabilistic, matched record TPA-59365, policy version 1
- Record linked automaticallye6734202d92026-10-19 19:31:28, matching_agentidentity id MBR-003551, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421293