Record, ENR, bronze and silver
ENR-103284
Received 2026-06-23T03:12:08Z, line 31,494 of the ENR feed
ENRScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | karen | Karen | Changed |
| Middle | T | T | Unchanged |
| Last name | johnston | Johnston | Changed |
| Date of birth | ·12/24/1998 | 1998-12-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-95810-35 | UHC-95810-35 | Parsed |
| SSN | •••-••-3354 | •••-••-3354 | Unchanged |
| Phone | (899) 972-7622 | 8999727622 | Parsed |
| KAREN.JOHNSTON@ICLOUD.COM | karen.johnston@icloud.com | Changed | |
| Address | 5990 Palm Drive | 5990 Palm Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33168 | 33168 | Unchanged |
| Group | GRP-9593·· | GRP-9593 | Changed |
| Plan | OPTIONS-PPO·· | OPTIONS-PPO | Changed |
- Quality score
- 0.74
- Name key
- karen|johnston
- Address key
- 5990|palm|33168
- Canonical first
- karen
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-402563 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035952
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Johnston, 1998-12-24, 2 records, Verified
Evidence
Matched against CLM-402563
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically426ac2c1552026-10-22 12:43:55, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record CLM-402563, policy version 1
- Record linked automatically32e3b378d92026-10-19 19:54:39, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record CLM-402563, policy version 1
- Record linked automaticallydb4a32a8f22026-10-19 19:52:09, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record CLM-402563, policy version 1
- Record linked automatically94a3f0f3f92026-10-19 19:45:42, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record CLM-402563, policy version 1
- Record linked automaticallycad17e6d4f2026-10-19 19:32:31, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record CLM-402563, policy version 1
- Record linked automatically2d5bf7bfba2026-10-19 19:31:28, matching_agentidentity id MBR-000046, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402502