Record, CLM, bronze and silver
CLM-410845
Received 2026-04-09T05:11:50Z, line 38,034 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 | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | POWELL | Powell | Changed |
| Date of birth | 21-05-1969 | 1969-05-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-45064-52 | UHC-45064-52 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 3187 Harbor Boulevard | 3187 Harbor Blvd | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55356 | 55356 | Unchanged |
| Group | GRP-4794 | GRP-4794 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- laura|powell
- Address key
- 3187|harbor|55356
- Canonical first
- laura
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-54757 | 1.00 | Scored | — | Auto-linked |
| ENR-114232 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410846 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017116
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Powell, 1969-05-21, 4 records, Verified
Evidence
Matched against TPA-54757
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically60434843ee2026-10-19 19:54:38, scoring_agentidentity id MBR-017116, confidence 1, method probabilistic, matched record TPA-54757, policy version 1
- Record linked automatically7366fe917d2026-10-19 19:52:09, scoring_agentidentity id MBR-017116, confidence 1, method probabilistic, matched record TPA-54757, policy version 1
- Record linked automaticallyc8e6875c7d2026-10-19 19:45:42, scoring_agentidentity id MBR-017116, confidence 1, method probabilistic, matched record TPA-54757, policy version 1
- Record linked automatically83fe5b6c772026-10-19 19:32:31, scoring_agentidentity id MBR-017116, confidence 1, method probabilistic, matched record TPA-54757, policy version 1
- Record linked automaticallyac15393ac92026-10-19 19:31:28, scoring_agentidentity id MBR-009130, confidence 1, method probabilistic, matched record TPA-54799, policy version 1