Record, CLM, bronze and silver
CLM-417514
Received 2026-10-18T10:27:05Z, line 71,916 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 | Gloria | Gloria | Unchanged |
| Middle | J | J | Unchanged |
| Last name | Simpson·· | Simpson | Changed |
| Date of birth | Aug 27, 1956 | 1956-08-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-36962-36 | UHC-36962-36 | Unchanged |
| SSN | •••-••-4341 | •••-••-4341 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN·· | — | Cleared | |
| Address | 4897 Oak Street | 4897 Oak St | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30301 | 30301 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- gloria|simpson
- Address key
- 4897|oak|30301
- Canonical first
- gloria
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-417515 | 1.00 | Scored | — | Auto-linked |
| ENR-123078 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027884
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gloria Simpson, 1956-08-27, 3 records, Verified
Evidence
Matched against CLM-417515
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyf127d5e20d2026-10-19 19:54:38, scoring_agentidentity id MBR-027884, confidence 1, method probabilistic, matched record CLM-417515, policy version 1
- Record linked automatically574918ee5c2026-10-19 19:52:09, scoring_agentidentity id MBR-027884, confidence 1, method probabilistic, matched record CLM-417515, policy version 1
- Record linked automaticallyf864cdc0742026-10-19 19:45:42, scoring_agentidentity id MBR-027884, confidence 1, method probabilistic, matched record CLM-417515, policy version 1
- Record linked automaticallyb8e0597e5c2026-10-19 19:32:31, scoring_agentidentity id MBR-027884, confidence 1, method probabilistic, matched record CLM-417515, policy version 1
- Record linked automatically27c636c4bc2026-10-19 19:31:28, matching_agentidentity id MBR-020696, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-122935