Record, CLM, bronze and silver
CLM-430227
Received 2026-04-27T22:34:15Z, line 14,304 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 | Aisha | Aisha | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gray | Gray | Unchanged |
| Date of birth | Dec 18, 1983 | 1983-12-18 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 8462 MAIN STREET | 8462 Main St | Changed |
| City | Minneapolis·· | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | — | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- aisha|gray
- Address key
- 8462|main|minneapolis
- Canonical first
- aisha
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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-430226 | 0.93 | Scored | — | Auto-linked |
| ENR-139664 | 0.93 | Scored | — | Auto-linked |
| ENR-139663 | 0.93 | Scored | — | Auto-linked |
| ENR-139662 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022080
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Aisha Gray, 1983-12-18, 5 records, Verified
Evidence
Matched against ENR-139662
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallycf65874ae32026-10-19 19:54:38, scoring_agentidentity id MBR-022080, confidence 0.925, method probabilistic, matched record ENR-139662, policy version 1
- Record linked automatically6ecf8de5222026-10-19 19:52:09, scoring_agentidentity id MBR-022080, confidence 0.925, method probabilistic, matched record ENR-139662, policy version 1
- Record linked automatically4650617ac52026-10-19 19:45:42, scoring_agentidentity id MBR-022080, confidence 0.925, method probabilistic, matched record ENR-139662, policy version 1
- Record linked automaticallye5eb92a2992026-10-19 19:32:31, scoring_agentidentity id MBR-022080, confidence 0.925, method probabilistic, matched record ENR-139662, policy version 1
- Record linked automatically24708db4262026-10-19 19:31:28, scoring_agentidentity id MBR-003494, confidence 1, method probabilistic, matched record ENR-139862, policy version 1