Record, CLM , bronze and silver
CLM-405511
Received 2026-03-14T14:13:35Z , line 24,700 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | larry | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | dean | Dean | Changed |
| Date of birth | 1985-10-03 | 1985-10-03 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-23098-85 | UHC-23098-85 | Unchanged |
| SSN | •••-••-9017 | •••-••-9017 | Unchanged |
| Phone | 6533495722 | 6533495722 | Unchanged |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | ·UNKNOWN | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- larry|dean
- Address key
- —
- Canonical first
- larry
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| CLM-405510 | 1.00 | Scored | — | Auto-linked |
| ENR-107260 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019652
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Dean, 1985-10-03, 3 records, Verified
Evidence
Matched against CLM-405510
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically4d4f2f08992026-10-19 19:54:38, scoring_agentidentity id MBR-019652, confidence 1, method probabilistic, matched record CLM-405510, policy version 1
- Record linked automaticallyf10d03fcc62026-10-19 19:52:09, scoring_agentidentity id MBR-019652, confidence 1, method probabilistic, matched record CLM-405510, policy version 1
- Record linked automatically06007f636a2026-10-19 19:45:42, scoring_agentidentity id MBR-019652, confidence 1, method probabilistic, matched record CLM-405510, policy version 1
- Record linked automatically84122856a82026-10-19 19:32:31, scoring_agentidentity id MBR-019652, confidence 1, method probabilistic, matched record CLM-405510, policy version 1
- Record linked automatically0cd5515d872026-10-19 19:31:28, matching_agentidentity id MBR-040191, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107186