Record, CLM, bronze and silver
CLM-432597
Received 2026-01-13T08:15:27Z, line 43,727 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Collins | Collins | Unchanged |
| Date of birth | 19410323 | 1941-03-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-33766-76 | UHC-33766-76 | Unchanged |
| SSN | •••-••-1157 | •••-••-1157 | Unchanged |
| Phone | null | — | Cleared |
| JOYCE.COLLINS48@YAHOO.COM | joyce.collins48@yahoo.com | Changed | |
| Address | 4149 CHURCH ST | 4149 Church St | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55328 | 55328 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.76
- Name key
- joyce|collins
- Address key
- 4149|church|55328
- Canonical first
- joyce
Quality flags
6 raised during normalisation
- 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
- Email lower-casedEmail lower-cased
- Plan code upper-casedPlan code upper-cased
- 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-432598 | 1.00 | Scored | — | Auto-linked |
| TPA-64380 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142788 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003912
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Collins, 1941-03-23, 4 records, Verified
Evidence
Matched against CLM-432598
| 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 automaticallyada2a82d2d2026-10-22 12:43:53, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432598, policy version 1
- Record linked automatically99077aa0b62026-10-19 19:54:38, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432598, policy version 1
- Record linked automatically8f496a71d42026-10-19 19:52:08, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432598, policy version 1
- Record linked automatically8999aed4f72026-10-19 19:45:42, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432598, policy version 1
- Record linked automatically8210eac8b12026-10-19 19:32:31, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432598, policy version 1