Record, CLM, bronze and silver
CLM-413901
Received 2026-06-07T22:28:47Z , line 91,693 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 | Johnson, Justin | Justin | Changed |
| Middle | A | A | Unchanged |
| Last name | — | Johnson | Changed |
| Date of birth | 07/03/2003 | 2003-07-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-07622-05 | UHC-07622-05 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 6656228532 | 6656228532 | Unchanged |
| - | — | Cleared | |
| Address | null | — | Cleared |
| City | ·- | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- justin|johnson
- Address key
- —
- Canonical first
- justin
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-413902 | 0.99 | Scored | — | Auto-linked |
| ENR-118179 | 0.96 | Rule | D3 member id + name | 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-413902
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically82b72058be2026-10-22 12:43:55, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413902, policy version 1
- Record linked automatically80f0ee738c2026-10-19 19:54:39, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413902, policy version 1
- Record linked automatically832a4061b82026-10-19 19:52:09, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413902, policy version 1
- Record linked automaticallyf73fbd77bf2026-10-19 19:45:42, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413902, policy version 1
- Record linked automatically3b245468792026-10-19 19:32:31, scoring_agentidentity id MBR-034053, confidence 0.993, method probabilistic, matched record CLM-413902, policy version 1