Record, CLM , bronze and silver
CLM-404199
Received 2026-02-14T16:59:55Z, line 64,091 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Dabra | Dabra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Lawson | Lawson | Unchanged |
| Date of birth | 8/19/1939 | 1939-08-19 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4616 | •••-••-4616 | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-1986 | GRP-1986 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.82
- Name key
- dabra|lawson
- Address key
- —
- Canonical first
- dabra
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-404201 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-51820 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-21181 | 0.83 | Scored | — | Sent to steward |
| CLM-404200 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003558
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Debra Lawson, 1939-08-19, 5 records, Verified
Evidence
Matched against CLM-404201
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically1597fd76772026-10-19 19:54:38, matching_agentidentity id MBR-003558, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404201
- Record linked automatically3ddc62120e2026-10-19 19:52:08, matching_agentidentity id MBR-003558, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404201
- Record linked automatically5be05d54cf2026-10-19 19:45:42, matching_agentidentity id MBR-003558, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404201
- Record linked automaticallydec1bdaf702026-10-19 19:32:31, matching_agentidentity id MBR-003558, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404201
- Record linked automaticallybd27f664bd2026-10-19 19:31:28, scoring_agentidentity id MBR-023813, confidence 1, method probabilistic, matched record CLM-404200, policy version 1