Record, CLM, bronze and silver
CLM-410227
Received 2026-10-16T20:47:55Z, line 15,593 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 | Cooper, Loir | Loir | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Cooper | Changed |
| Date of birth | 1954-12-05 | 1954-12-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 7740 WASHINGTON STREET | 7740 Washington St | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89191 | 89191 | Unchanged |
| Group | GRP-6502 | GRP-6502 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- loir|cooper
- Address key
- 7740|washington|89191
- Canonical first
- loir
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-113455 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027834
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lori Coooper, 1954-12-05, 2 records, Verified
Evidence
Matched against ENR-113455
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically984c7ca78a2026-10-19 19:54:38, scoring_agentidentity id MBR-027834, confidence 0.983, method probabilistic, matched record ENR-113455, policy version 1
- Record linked automatically688da36bc82026-10-19 19:52:09, scoring_agentidentity id MBR-027834, confidence 0.983, method probabilistic, matched record ENR-113455, policy version 1
- Record linked automaticallyc95d65bd5c2026-10-19 19:45:42, scoring_agentidentity id MBR-027834, confidence 0.983, method probabilistic, matched record ENR-113455, policy version 1
- Record linked automaticallya85ee97a372026-10-19 19:32:31, scoring_agentidentity id MBR-027834, confidence 0.983, method probabilistic, matched record ENR-113455, policy version 1
- Record linked automatically07620333972026-10-19 19:31:28, matching_agentidentity id MBR-009402, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113518