Record, CLM, bronze and silver
CLM-416132
Received 2026-08-27T21:31:56Z, line 52,072 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 | Michelle·· | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | Taylor | Taylor | Unchanged |
| Date of birth | 2003-11-02 | 2003-11-02 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | (423) 675-7971 | 4236757971 | Parsed |
| - | — | Cleared | |
| Address | N/A | — | Cleared |
| City | null | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- michelle|taylor
- Address key
- —
- Canonical first
- michelle
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 |
|---|---|---|---|---|
| ENR-121219 | 1.00 | Scored | — | Auto-linked |
| TPA-57070 | 0.83 | Scored | — | Sent to steward |
| TPA-57068 | 0.83 | Scored | — | Sent to steward |
| TPA-57069 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004310
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Taylor, 2003-11-02, 5 records, Verified
Evidence
Matched against ENR-121219
| 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 automaticallyf5a62d4a9c2026-10-22 12:43:53, scoring_agentidentity id MBR-004310, confidence 1, method probabilistic, matched record ENR-121219, policy version 1
- Record linked automaticallyc79e4109832026-10-19 19:54:38, scoring_agentidentity id MBR-004310, confidence 1, method probabilistic, matched record ENR-121219, policy version 1
- Record linked automaticallyb9d06776992026-10-19 19:52:08, scoring_agentidentity id MBR-004310, confidence 1, method probabilistic, matched record ENR-121219, policy version 1
- Record linked automatically144ad75f1e2026-10-19 19:45:42, scoring_agentidentity id MBR-004310, confidence 1, method probabilistic, matched record ENR-121219, policy version 1
- Record linked automaticallyeca1a4e4972026-10-19 19:32:31, scoring_agentidentity id MBR-004310, confidence 1, method probabilistic, matched record ENR-121219, policy version 1
- Record linked automatically2b366641392026-10-19 19:31:28, scoring_agentidentity id MBR-014812, confidence 0.925, method probabilistic, matched record CLM-416131, policy version 1