Record, CLM, bronze and silver
CLM-422436
Received 2026-01-26T10:48:12Z, line 95,871 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 | Kayla | Kayla | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Carroll | Carroll | Changed |
| Date of birth | 2000-10-24 | 2000-10-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (645) 561-4059 | 6455614059 | Parsed |
| kayla.carroll@icloud.com | kayla.carroll@icloud.com | Unchanged | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | N/A·· | — | Cleared |
| Group | GRP-5031·· | GRP-5031 | Changed |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.94
- Name key
- kayla|carroll
- Address key
- —
- Canonical first
- kayla
Quality flags
3 raised during normalisation
- 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-422437 | 1.00 | Scored | — | Auto-linked |
| ENR-129411 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007796
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Carroll, 2000-10-24, 3 records, Verified
Evidence
Matched against CLM-422437
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb5164bbeb72026-10-22 12:43:54, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422437, policy version 1
- Record linked automatically52294a53302026-10-19 19:54:38, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422437, policy version 1
- Record linked automaticallyce0b6b4eb02026-10-19 19:52:09, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422437, policy version 1
- Record linked automaticallyfe9953b6d92026-10-19 19:45:42, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422437, policy version 1
- Record linked automatically8e103fcaa92026-10-19 19:32:31, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422437, policy version 1
- Record linked automatically930659f6232026-10-19 19:31:28, scoring_agentidentity id MBR-015238, confidence 0.991, method probabilistic, matched record ENR-129522, policy version 1