Record, CLM, bronze and silver
CLM-407474
Received 2026-08-26T23:34:05Z, line 91,157 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 | S. | S | Changed |
| Last name | Stephens | Stephens | Unchanged |
| Date of birth | 1965-07-27 | 1965-07-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-83061-21 | UHC-83061-21 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (573) 687-2252 | 5736872252 | Parsed |
| — | — | Unchanged | |
| Address | 3910 FOREST AVENUE | 3910 Forest Ave | Changed |
| City | Phoenix·· | Phoenix | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85033 | 85033 | Unchanged |
| Group | GRP-9985·· | GRP-9985 | Changed |
| 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
- 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
- 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 |
|---|---|---|---|---|
| PRV-22208 | 1.00 | Scored | — | Auto-linked |
| CLM-407473 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109791 | 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7d787afbbb2026-10-19 19:54:38, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automatically44f3ce142a2026-10-19 19:52:09, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automatically2deba8ee0e2026-10-19 19:45:42, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automaticallyfd025564b52026-10-19 19:32:31, scoring_agentidentity id MBR-019269, confidence 1, method probabilistic, matched record PRV-22208, policy version 1
- Record linked automatically9d2b9fad782026-10-19 19:31:28, matching_agentidentity id MBR-024381, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-407475