Record, CLM, bronze and silver
CLM-427418
Received 2026-04-29T00:43:41Z, line 55,074 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 | Changed |
| Middle | ·· | — | Unchanged |
| Last name | Fowler | Fowler | Unchanged |
| Date of birth | 05/23/1990 | 1990-05-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 429-839-8474 | 4298398474 | Parsed |
| — | — | Unchanged | |
| Address | 1888 Forest Ave·· | 1888 Forest Ave | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33646 | 33646 | Unchanged |
| Group | GRP-8864 | GRP-8864 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.90
- Name key
- karen|fowler
- Address key
- 1888|forest|33646
- Canonical first
- karen
Quality flags
5 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
- City re-casedCity re-cased to Title Case
- 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-427417 | 1.00 | Scored | — | Auto-linked |
| CLM-427415 | 1.00 | Scored | — | Auto-linked |
| TPA-62111 | 0.99 | Scored | — | Auto-linked |
| CLM-427416 | 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-427417
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd1fac5f5202026-10-19 19:54:38, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automatically74f39161482026-10-19 19:52:08, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automaticallyb775a999ab2026-10-19 19:45:41, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automaticallyaf1904ccfd2026-10-19 19:32:31, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automaticallyd7b1161f382026-10-19 19:31:28, scoring_agentidentity id MBR-000068, confidence 0.925, method probabilistic, matched record TPA-62059, policy version 1