Record, CLM, bronze and silver
CLM-427642
Received 2026-07-06T08:25:59Z, line 61,879 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 | Shirley | Shirley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Simpson | Simpson | Unchanged |
| Date of birth | ·1987-07-05 | 1987-07-05 | Parsed |
| Gender | null | — | Cleared |
| Member ID | null·· | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 6391253 | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 873 Willow Ct | 873 Willow Ct | Unchanged |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-8809 | GRP-8809 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.68
- Name key
- shirley|simpson
- Address key
- 873|willow|eden prairie
- Canonical first
- shirley
Quality flags
4 raised during normalisation
- Phone missing area codePhone had only seven digits (no area code); cleared
- ZIP missingStreet address present but no ZIP supplied
- 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-136234 | 0.93 | Scored | — | Auto-linked |
| CLM-427640 | 0.93 | Scored | — | Auto-linked |
| CLM-427641 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017444
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Shirley Simpson, 1987-07-05, 4 records, Verified
Evidence
Matched against CLM-427640
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automaticallye0c7966b5e2026-10-19 19:54:38, scoring_agentidentity id MBR-017444, confidence 0.925, method probabilistic, matched record CLM-427640, policy version 1
- Record linked automaticallybe47a7c2952026-10-19 19:52:09, scoring_agentidentity id MBR-017444, confidence 0.925, method probabilistic, matched record CLM-427640, policy version 1
- Record linked automatically99c43ffba82026-10-19 19:45:42, scoring_agentidentity id MBR-017444, confidence 0.925, method probabilistic, matched record CLM-427640, policy version 1
- Record linked automatically2e837753fb2026-10-19 19:32:31, scoring_agentidentity id MBR-017444, confidence 0.925, method probabilistic, matched record CLM-427640, policy version 1