Record, CLM, bronze and silver
CLM-426631
Received 2026-03-20T08:57:12Z, line 34,995 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 | BARBARA | Barbara | Changed |
| Middle | I | I | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 1993-09-17 | 1993-09-17 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | ·NULL | — | Cleared |
| Phone | 4927428526 | 4927428526 | Unchanged |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null·· | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.96
- Name key
- barbara|cooper
- Address key
- —
- Canonical first
- barbara
Quality flags
2 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-426632 | 1.00 | Scored | — | Auto-linked |
| CLM-426633 | 1.00 | Scored | — | Auto-linked |
| CLM-426634 | 1.00 | Scored | — | Auto-linked |
| ENR-134931 | 1.00 | Scored | — | Auto-linked |
| TPA-61765 | 1.00 | Scored | — | Auto-linked |
| CLM-426630 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012284
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Cooper, 1993-09-17, 7 records, Verified
Evidence
Matched against TPA-61765
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically307295f08f2026-10-19 19:54:38, scoring_agentidentity id MBR-012284, confidence 1, method probabilistic, matched record TPA-61765, policy version 1
- Record linked automatically51069b3e622026-10-19 19:52:09, scoring_agentidentity id MBR-012284, confidence 1, method probabilistic, matched record TPA-61765, policy version 1
- Record linked automatically0a231fde782026-10-19 19:45:42, scoring_agentidentity id MBR-012284, confidence 1, method probabilistic, matched record TPA-61765, policy version 1
- Record linked automatically58fc7aa0622026-10-19 19:32:31, scoring_agentidentity id MBR-012284, confidence 1, method probabilistic, matched record TPA-61765, policy version 1
- Record linked automaticallyd9eb56f46e2026-10-19 19:31:28, matching_agentidentity id MBR-002049, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135228