Record, CLM, bronze and silver
CLM-420130
Received 2026-03-30T15:44:08Z, line 29,640 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 | Unchanged |
| Middle | H. | H | Changed |
| Last name | Buutler | Buutler | Unchanged |
| Date of birth | 01/19/1997 | 1997-01-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 523 651 0574 | 5236510574 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN·· | — | Cleared |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | ···· | — | Unchanged |
| Group | GRP-7918 | GRP-7918 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- lawrence|buutler
- Address key
- —
- Canonical first
- lawrence
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-420131 | 0.99 | Scored | — | Auto-linked |
| CLM-420132 | 0.83 | Scored | — | Sent to steward |
| ENR-126492 | 0.83 | Scored | — | Sent to steward |
| TPA-57771 | 0.63 | Scored | — | Sent to steward |
| ENR-123181 | 0.63 | Scored | — | Sent to steward |
| PRV-25210 | 0.63 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023046
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lawrence Butler, 1997-01-19, 2 records, Verified
Evidence
Matched against CLM-420131
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically92b526b0692026-10-19 19:54:38, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420131, policy version 1
- Record linked automatically3ff8296ce02026-10-19 19:52:09, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420131, policy version 1
- Record linked automatically9962b691c02026-10-19 19:45:42, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420131, policy version 1
- Record linked automaticallycea1a258702026-10-19 19:32:31, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420131, policy version 1
- Record linked automaticallyc8bb7e90182026-10-19 19:31:28, matching_agentidentity id MBR-033828, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126427