Record, CLM, bronze and silver
CLM-406560
Received 2026-04-08T10:46:58Z, line 44,616 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 | Ashley | Ashley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hernandez | Hernandez | Unchanged |
| Date of birth | 03/21/1948 | 1948-03-21 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (331) 918-9330 | 3319189330 | Parsed |
| null | — | Cleared | |
| Address | 3595 Forest Avenue #358 | 3595 Forest Ave # 358 | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85282 | 85282 | Unchanged |
| Group | GRP-7715 | GRP-7715 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- ashley|hernandez
- Address key
- 3595|forest|85282
- Canonical first
- ashley
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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-108607 | 1.00 | Scored | — | Auto-linked |
| CLM-406561 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024666
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ashley Hernandez, 1948-03-21, 3 records, Verified
Evidence
Matched against ENR-108607
| 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 automatically5e0dac9b2b2026-10-19 19:54:38, scoring_agentidentity id MBR-024666, confidence 1, method probabilistic, matched record ENR-108607, policy version 1
- Record linked automatically50dfb254f42026-10-19 19:52:09, scoring_agentidentity id MBR-024666, confidence 1, method probabilistic, matched record ENR-108607, policy version 1
- Record linked automatically6ecb271c0f2026-10-19 19:45:42, scoring_agentidentity id MBR-024666, confidence 1, method probabilistic, matched record ENR-108607, policy version 1
- Record linked automatically4d9eb728112026-10-19 19:32:31, scoring_agentidentity id MBR-024666, confidence 1, method probabilistic, matched record ENR-108607, policy version 1