Record, CLM, bronze and silver
CLM-423961
Received 2026-01-14T10:21:25Z, line 64,179 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 | Y | Y | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 1971-08-08 | 1971-08-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | +1 503 956 6880 | 5039566880 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·8619 Elm Street | 8619 Elm St | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- aisha|gilbert
- Address key
- 8619|elm|houston
- Canonical first
- aisha
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-423962 | 1.00 | Scored | — | Auto-linked |
| CLM-423963 | 1.00 | Scored | — | Auto-linked |
| PRV-27065 | 0.94 | Scored | — | Auto-linked |
| ENR-131329 | 0.93 | Scored | — | Auto-linked |
| TPA-60550 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004252
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Gilbert, 1971-08-08, 6 records, Verified
Evidence
Matched against CLM-423962
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically557f9c9d642026-10-19 19:54:38, scoring_agentidentity id MBR-004252, confidence 1, method probabilistic, matched record CLM-423962, policy version 1
- Record linked automatically15eaa2e4582026-10-19 19:52:08, scoring_agentidentity id MBR-004252, confidence 1, method probabilistic, matched record CLM-423962, policy version 1
- Record linked automatically026ca1877d2026-10-19 19:45:42, scoring_agentidentity id MBR-004252, confidence 1, method probabilistic, matched record CLM-423962, policy version 1
- Record linked automaticallyd96f18d5362026-10-19 19:32:31, scoring_agentidentity id MBR-004252, confidence 1, method probabilistic, matched record CLM-423962, policy version 1