Record, CLM, bronze and silver
CLM-427523
Received 2026-04-04T21:47:17Z, line 43,073 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 | JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | GUZMAN | Guzman | Changed |
| Date of birth | 1944-02-20 | 1944-02-20 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 3680 CHURCH ST | 3680 Church St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.50
- Name key
- judith|guzman
- Address key
- 3680|church|glendale
- Canonical first
- judith
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-136089 | 0.93 | Scored | — | Auto-linked |
| TPA-62158 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024024
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Judith Guzman, 1944-02-20, 3 records, Verified
Evidence
Matched against ENR-136089
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically40882726f12026-10-19 19:54:38, scoring_agentidentity id MBR-024024, confidence 0.925, method probabilistic, matched record ENR-136089, policy version 1
- Record linked automatically27b82baa2f2026-10-19 19:52:09, scoring_agentidentity id MBR-024024, confidence 0.925, method probabilistic, matched record ENR-136089, policy version 1
- Record linked automatically2046d42bef2026-10-19 19:45:42, scoring_agentidentity id MBR-024024, confidence 0.925, method probabilistic, matched record ENR-136089, policy version 1
- Record linked automatically4d041643b82026-10-19 19:32:31, scoring_agentidentity id MBR-024024, confidence 0.925, method probabilistic, matched record ENR-136089, policy version 1
- Record linked automaticallyaa70e224382026-10-19 19:31:28, matching_agentidentity id MBR-003738, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136426