Record, CLM, bronze and silver
CLM-432236
Received 2026-01-08T22:05:22Z, line 61,158 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 | Gardner | Gardner | Unchanged |
| Date of birth | 09/06/1969 | 1969-09-06 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (829) 786-4618 | 8297864618 | Parsed |
| N/A | — | Cleared | |
| Address | 8538 Hillcrest Road | 8538 Hillcrest Rd | Changed |
| City | SACRAMENTO | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95884 | 95884 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL·· | — | Cleared |
- Quality score
- 0.60
- Name key
- aisha|gardner
- Address key
- 8538|hillcrest|95884
- Canonical first
- aisha
Quality flags
8 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-142322 | 1.00 | Scored | — | Auto-linked |
| CLM-432235 | 1.00 | Scored | — | Auto-linked |
| ENR-142323 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002546
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Gardner, 1969-09-06, 4 records, Verified
Evidence
Matched against ENR-142322
| 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
5 hash-chained entries for this record
- Record linked automatically3ee26b91572026-10-19 19:54:38, scoring_agentidentity id MBR-002546, confidence 1, method probabilistic, matched record ENR-142322, policy version 1
- Record linked automatically32372b6bcd2026-10-19 19:52:08, scoring_agentidentity id MBR-002546, confidence 1, method probabilistic, matched record ENR-142322, policy version 1
- Record linked automaticallyb9a05561182026-10-19 19:45:41, scoring_agentidentity id MBR-002546, confidence 1, method probabilistic, matched record ENR-142322, policy version 1
- Record linked automatically866315b43d2026-10-19 19:32:31, scoring_agentidentity id MBR-002546, confidence 1, method probabilistic, matched record ENR-142322, policy version 1
- Record linked automatically929a57d4bd2026-10-19 19:31:28, scoring_agentidentity id MBR-025931, confidence 1, method probabilistic, matched record CLM-432237, policy version 1