Record, CLM, bronze and silver
CLM-419303
Received 2026-04-28T05:53:16Z, line 45,082 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 | SHIRLEY | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | GIBSON | Gibson | Changed |
| Date of birth | 7/14/2007 | 2007-07-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | null·· | — | Cleared |
| null | — | Cleared | |
| Address | 7125 Pine Dr | 7125 Pine Dr | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33149 | 33149 | Unchanged |
| Group | GRP-9290 | GRP-9290 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- shirley|gibson
- Address key
- 7125|pine|33149
- Canonical first
- shirley
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-419304 | 1.00 | Scored | — | Auto-linked |
| ENR-125453 | 1.00 | Scored | — | Auto-linked |
| ENR-125454 | 1.00 | Scored | — | Auto-linked |
| PRV-20869 | 0.67 | Scored | — | Sent to steward |
| CLM-403075 | 0.67 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014906
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Gibson, 2007-07-14, 4 records, Verified
Evidence
Matched against ENR-125454
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically7cdbdca6302026-10-19 19:54:38, scoring_agentidentity id MBR-014906, confidence 1, method probabilistic, matched record ENR-125454, policy version 1
- Record linked automaticallya767499fc12026-10-19 19:52:09, scoring_agentidentity id MBR-014906, confidence 1, method probabilistic, matched record ENR-125454, policy version 1
- Record linked automatically9a005a86b02026-10-19 19:45:42, scoring_agentidentity id MBR-014906, confidence 1, method probabilistic, matched record ENR-125454, policy version 1
- Record linked automaticallyc27b09841c2026-10-19 19:32:31, scoring_agentidentity id MBR-014906, confidence 1, method probabilistic, matched record ENR-125454, policy version 1