Record, CLM, bronze and silver
CLM-420131
Received 2026-06-21T06:10:04Z, line 5,012 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 | Unchanged |
| Last name | Butler | Butler | Unchanged |
| Date of birth | 01/19/1997 | 1997-01-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·(523) 651-0574 | 5236510574 | Parsed |
| - | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | - | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-7918·· | GRP-7918 | Changed |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- lawrence|butler
- 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-420130 | 0.99 | Scored | — | Auto-linked |
| ENR-126492 | 0.83 | Scored | — | Sent to steward |
| CLM-420132 | 0.83 | Scored | — | Sent to steward |
| TPA-57771 | 0.64 | Scored | — | Sent to steward |
| ENR-123181 | 0.64 | Scored | — | Sent to steward |
| PRV-25210 | 0.64 | 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-420130
| 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 automaticallya207a06fa12026-10-19 19:54:38, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420130, policy version 1
- Record linked automatically635a0d473d2026-10-19 19:52:09, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420130, policy version 1
- Record linked automatically0c0afcb0ee2026-10-19 19:45:42, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420130, policy version 1
- Record linked automatically227a3e476a2026-10-19 19:32:31, scoring_agentidentity id MBR-023046, confidence 0.991, method probabilistic, matched record CLM-420130, policy version 1
- Record linked automaticallyda90a207732026-10-19 19:31:28, matching_agentidentity id MBR-004545, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-420132