Record, CLM, bronze and silver
CLM-407473
Received 2026-10-06T09:20:54Z, line 54,732 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 | Brenda | Brenda | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Stephens | Stephens | Unchanged |
| Date of birth | 1965-07-27·· | 1965-07-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC8306121 | UHC-83061-21 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 573-687-2252·· | 5736872252 | Parsed |
| brenda.stephens@hotmail.com | brenda.stephens@hotmail.com | Unchanged | |
| Address | 3910 FOREST AVENUE | 3910 Forest Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85033 | 85033 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- brenda|stephens
- Address key
- 3910|forest|85033
- Canonical first
- brenda
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| PRV-22208 | 1.00 | Scored | — | Auto-linked |
| ENR-109791 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407474 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019269
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brenda Stephens, 1965-07-27, 4 records, Verified
Evidence
Matched against PRV-22208
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf08a29cbd72026-10-19 19:54:38, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automatically6a34bd759a2026-10-19 19:52:09, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automatically2fd9c16af62026-10-19 19:45:42, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automaticallyc9bdd202bc2026-10-19 19:32:31, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automaticallyf62a8c3bbc2026-10-19 19:31:28, matching_agentidentity id MBR-011265, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407472