Record, CLM, bronze and silver
CLM-427416
Received 2026-01-09T01:05:36Z, line 49,053 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 | Karen | Karen | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Fowler | Fowler | Unchanged |
| Date of birth | 1990-05-32 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7205 | •••-••-7205 | Unchanged |
| Phone | 429-839-8474 | 4298398474 | Parsed |
| KAREN.FOWLER@AOL.COM | karen.fowler@aol.com | Changed | |
| Address | null | — | Cleared |
| City | N/A | — | Cleared |
| State | null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-8864 | GRP-8864 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- karen|fowler
- Address key
- —
- Canonical first
- karen
Quality flags
4 raised during normalisation
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- 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-427415 | 1.00 | Scored | — | Auto-linked |
| CLM-427417 | 0.83 | Scored | — | Sent to steward |
| CLM-427418 | 0.83 | Scored | — | Sent to steward |
| TPA-62111 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002592
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Fowler, 1990-05-23, 5 records, Verified
Evidence
Matched against CLM-427415
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically072e71e9402026-10-19 19:54:38, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automatically618303a5ff2026-10-19 19:52:08, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automatically9b9d19df752026-10-19 19:45:41, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automatically03ae72c30a2026-10-19 19:32:31, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automatically204c3555672026-10-19 19:31:28, scoring_agentidentity id MBR-010242, confidence 0.996, method probabilistic, matched record TPA-62057, policy version 1