Record, CLM, bronze and silver
CLM-418994
Received 2026-04-28T17:42:12Z, line 55,941 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | STONE | Stone | Changed |
| Date of birth | ·07/07/1984 | 1984-07-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 747.448.1889 | 7474481889 | Parsed |
| N/A | — | Cleared | |
| Address | 905 MAIN STREET | 905 Main St | Changed |
| City | Houston·· | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77055 | 77055 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- aisha|stone
- Address key
- 905|main|77055
- Canonical first
- aisha
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| ENR-125025 | 1.00 | Scored | — | Auto-linked |
| PRV-25658 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002594
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Stone, 1984-07-07, 3 records, Verified
Evidence
Matched against ENR-125025
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya28e6a63192026-10-19 19:54:38, scoring_agentidentity id MBR-002594, confidence 1, method probabilistic, matched record ENR-125025, policy version 1
- Record linked automatically03f3499d5c2026-10-19 19:52:08, scoring_agentidentity id MBR-002594, confidence 1, method probabilistic, matched record ENR-125025, policy version 1
- Record linked automatically640e8bf2302026-10-19 19:45:41, scoring_agentidentity id MBR-002594, confidence 1, method probabilistic, matched record ENR-125025, policy version 1
- Record linked automaticallyf3ce8e51ac2026-10-19 19:32:31, scoring_agentidentity id MBR-002594, confidence 1, method probabilistic, matched record ENR-125025, policy version 1
- Record linked automatically124be85d9a2026-10-19 19:31:28, matching_agentidentity id MBR-001377, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25538