Record, CLM, bronze and silver
CLM-404600
Received 2026-02-15T23:54:24Z, line 5,071 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 | DEBORAH | Deborah | Changed |
| Middle | — | — | Unchanged |
| Last name | VAZQUEZ | Vazquez | Changed |
| Date of birth | 4/8/2002 | 2002-04-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | ·null | — | Cleared |
| deborah.vazquez96@proton.me | deborah.vazquez96@proton.me | Unchanged | |
| Address | 7172 Bayshore Drive | 7172 Bayshore Dr | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- deborah|vazquez
- Address key
- 7172|bayshore|tucson
- Canonical first
- deborah
Quality flags
8 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)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-106063 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013385
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Deborah Vazquez, 2002-04-08, 2 records, Verified
Evidence
Matched against ENR-106063
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd20045ac422026-10-19 19:54:38, scoring_agentidentity id MBR-013385, confidence 0.937, method probabilistic, matched record ENR-106063, policy version 1
- Record linked automatically1d3339f9a82026-10-19 19:52:09, scoring_agentidentity id MBR-013385, confidence 0.937, method probabilistic, matched record ENR-106063, policy version 1
- Record linked automatically675d5c51f32026-10-19 19:45:42, scoring_agentidentity id MBR-013385, confidence 0.937, method probabilistic, matched record ENR-106063, policy version 1
- Record linked automaticallyc1bc643d212026-10-19 19:32:31, scoring_agentidentity id MBR-013385, confidence 0.937, method probabilistic, matched record ENR-106063, policy version 1
- Record linked automaticallyb5e609df602026-10-19 19:31:28, matching_agentidentity id MBR-014760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106007