Record, CLM, bronze and silver
CLM-412091
Received 2026-09-17T09:32:17Z, line 36,729 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 | JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS·· | Stephens | Changed |
| Date of birth | 1965-01-01 | 1965-01-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 749 254 7758 | 7492547758 | Parsed |
| — | — | Unchanged | |
| Address | 250 LINCOLN WAY | 250 Lincoln Way | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85034 | 85034 | Unchanged |
| Group | GRP-8204 | GRP-8204 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.74
- Name key
- judith|stephens
- Address key
- 250|lincoln|85034
- Canonical first
- judith
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-115928 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035686
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Stephens, 1965-01-01, 2 records, Verified
Evidence
Matched against ENR-115928
| 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 automatically95d973fbd82026-10-22 12:43:55, scoring_agentidentity id MBR-035686, confidence 1, method probabilistic, matched record ENR-115928, policy version 1
- Record linked automatically390469987d2026-10-19 19:54:39, scoring_agentidentity id MBR-035686, confidence 1, method probabilistic, matched record ENR-115928, policy version 1
- Record linked automatically1dab89d6742026-10-19 19:52:09, scoring_agentidentity id MBR-035686, confidence 1, method probabilistic, matched record ENR-115928, policy version 1
- Record linked automaticallye0536db8542026-10-19 19:45:42, scoring_agentidentity id MBR-035686, confidence 1, method probabilistic, matched record ENR-115928, policy version 1
- Record linked automaticallyb1c761e1ff2026-10-19 19:32:31, scoring_agentidentity id MBR-035686, confidence 1, method probabilistic, matched record ENR-115928, policy version 1
- Record linked automaticallya5980701b82026-10-19 19:31:28, scoring_agentidentity id MBR-030518, confidence 1, method probabilistic, matched record CLM-412094, policy version 1