Record, CLM, bronze and silver
CLM-413902
Received 2026-06-11T16:38:48Z, line 41,351 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 | JUSTIN | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSNO | Johnsno | Changed |
| Date of birth | 2003-07-03 | 2003-07-03 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-8029 | •••-••-8029 | Unchanged |
| Phone | (665) 622-8532 | 6656228532 | Parsed |
| null | — | Cleared | |
| Address | 4490 PALM DR | 4490 Palm Dr | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85293 | 85293 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- justin|johnsno
- Address key
- 4490|palm|85293
- Canonical first
- justin
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-413901 | 0.99 | Scored | — | Auto-linked |
| ENR-118179 | 0.87 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034053
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Justin Johnson, 2003-07-03, 3 records, Verified
Evidence
Matched against CLM-413901
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb0767bb5312026-10-22 12:43:55, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413901, policy version 1
- Record linked automatically5e489e13222026-10-19 19:54:39, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413901, policy version 1
- Record linked automatically1418efa37e2026-10-19 19:52:09, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413901, policy version 1
- Record linked automatically778a5270d12026-10-19 19:45:42, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413901, policy version 1
- Record linked automatically42fa212f0a2026-10-19 19:32:31, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413901, policy version 1
- Record linked automatically5dc3c0fefd2026-10-19 19:31:28, matching_agentidentity id MBR-013719, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118282