Record, CLM, bronze and silver
CLM-403670
Received 2026-09-23T18:04:03Z, line 39,522 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 | estrada | Estrada | Changed |
| Date of birth | 19441022 | 1944-10-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 4645 Harbor Boulevard | 4645 Harbor Blvd | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | - | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.64
- Name key
- lawrence|estrada
- Address key
- 4645|harbor|columbus
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-104768 | 0.93 | Scored | — | Auto-linked |
| CLM-403669 | 0.93 | Scored | — | Auto-linked |
| ENR-104767 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011420
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Lawrence Estrada, 1944-10-22, 4 records, Verified
Evidence
Matched against CLM-403669
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically8facb0c35d2026-10-19 19:54:38, scoring_agentidentity id MBR-011420, confidence 0.925, method probabilistic, matched record CLM-403669, policy version 1
- Record linked automatically616226879f2026-10-19 19:52:09, scoring_agentidentity id MBR-011420, confidence 0.925, method probabilistic, matched record CLM-403669, policy version 1
- Record linked automaticallyac2f8f74512026-10-19 19:45:42, scoring_agentidentity id MBR-011420, confidence 0.925, method probabilistic, matched record CLM-403669, policy version 1
- Record linked automatically9c9f03ec362026-10-19 19:32:31, scoring_agentidentity id MBR-011420, confidence 0.925, method probabilistic, matched record CLM-403669, policy version 1
- Record linked automaticallyf805a5ada02026-10-19 19:31:28, matching_agentidentity id MBR-004738, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104779