Record, CLM, bronze and silver
CLM-428816
Received 2026-08-27T21:54:04Z, line 52,863 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Betty | Betty | Unchanged |
| Middle | P | P | Unchanged |
| Last name | Stephens | Stephens | Unchanged |
| Date of birth | 2007-12-15 | 2007-12-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 886.913.9445 | 8869139445 | Parsed |
| N/A | — | Cleared | |
| Address | 2735 LINCOLN WAY | 2735 Lincoln Way | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30337 | 30337 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- betty|stephens
- Address key
- 2735|lincoln|30337
- Canonical first
- betty
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-62729 | 0.81 | Scored | — | Sent to steward |
| CLM-428817 | 0.80 | Scored | — | Sent to steward |
| CLM-428814 | 0.63 | Scored | — | Sent to steward |
| CLM-428815 | 0.63 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042726
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Stephens, 2007-12-15, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0037930.81Open
Audit
1 hash-chained entry for this record
- Record linked automatically87a35c0a552026-10-19 19:31:28, matching_agentidentity id MBR-006772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428813