Record, CLM, bronze and silver
CLM-427417
Received 2026-02-12T07:33:04Z, line 93,271 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 | 1990-05-23 | 1990-05-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | ·UNKNOWN | — | Cleared |
| Phone | 429-839-8474 | 4298398474 | Parsed |
| ·UNKNOWN | — | Cleared | |
| Address | 1888 FOREST AVE | 1888 Forest Ave | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33646 | 33646 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- karen|fowler
- Address key
- 1888|forest|33646
- Canonical first
- karen
Quality flags
4 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
- 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-427418 | 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-427415
| 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 automatically767e9f4c992026-10-19 19:54:38, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automaticallyeaec1b10b92026-10-19 19:52:08, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automaticallyab29d0a5d32026-10-19 19:45:41, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automaticallyc6cc44552a2026-10-19 19:32:31, scoring_agentidentity id MBR-002592, confidence 1, method probabilistic, matched record CLM-427415, policy version 1
- Record linked automatically91e6d26ce82026-10-19 19:31:28, scoring_agentidentity id MBR-000068, confidence 1, method probabilistic, matched record TPA-62059, policy version 1