Record, CLM, bronze and silver
CLM-409057
Received 2026-04-18T23:19:14Z, line 98,914 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 | LONG | Long | Changed |
| Date of birth | 1986-12-81 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | UHC-66414-72 | UHC-66414-72 | Unchanged |
| SSN | •••-••-1730 | •••-••-1730 | Unchanged |
| Phone | 469-717-0880 | 4697170880 | Parsed |
| aisha.long@proton.me | aisha.long@proton.me | Unchanged | |
| Address | ·4700 Desert Sky Boulevard | 4700 Desert Sky Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85259 | 85259 | Unchanged |
| Group | GRP-0601 | GRP-0601 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- aisha|long
- Address key
- 4700|desert sky|85259
- Canonical first
- aisha
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-409058 | 1.00 | Scored | — | Auto-linked |
| CLM-409056 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026565
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Long, 1986-12-18, 3 records, Verified
Evidence
Matched against CLM-409058
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye3d5f6a21d2026-10-19 19:54:38, scoring_agentidentity id MBR-026565, confidence 1, method probabilistic, matched record CLM-409058, policy version 1
- Record linked automaticallyfc7c9254e52026-10-19 19:52:09, scoring_agentidentity id MBR-026565, confidence 1, method probabilistic, matched record CLM-409058, policy version 1
- Record linked automatically43829ec90a2026-10-19 19:45:42, scoring_agentidentity id MBR-026565, confidence 1, method probabilistic, matched record CLM-409058, policy version 1
- Record linked automaticallyb4883bebc52026-10-19 19:32:31, scoring_agentidentity id MBR-026565, confidence 1, method probabilistic, matched record CLM-409058, policy version 1
- Record linked automaticallya9c18491802026-10-19 19:31:28, scoring_agentidentity id MBR-007010, confidence 1, method probabilistic, matched record CLM-409058, policy version 1