Record, CLM, bronze and silver
CLM-428134
Received 2026-08-25T11:52:45Z, line 22,311 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | Jun 10, 1987 | 1987-06-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | -·· | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 403 Spring Street | 403 Spring St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- judith|espinoza
- Address key
- 403|spring|mesa
- Canonical first
- judith
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-62433 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021739
- Method
- Scored
- Confidence
- 0.92
- Rule
- weighted score, no rule
Golden record: Judith Espinoza, 1987-06-10, 2 records, Verified
Evidence
Matched against TPA-62433
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically296f7a85d82026-10-19 19:54:38, scoring_agentidentity id MBR-021739, confidence 0.92, method probabilistic, matched record TPA-62433, policy version 1
- Record linked automatically36215880a32026-10-19 19:52:09, scoring_agentidentity id MBR-021739, confidence 0.92, method probabilistic, matched record TPA-62433, policy version 1
- Record linked automatically78e1fcc7fb2026-10-19 19:45:42, scoring_agentidentity id MBR-021739, confidence 0.92, method probabilistic, matched record TPA-62433, policy version 1
- Record linked automatically2fa6bf678c2026-10-19 19:32:31, scoring_agentidentity id MBR-021739, confidence 0.92, method probabilistic, matched record TPA-62433, policy version 1
- Record linked automaticallyf9e79ba7702026-10-19 19:31:28, matching_agentidentity id MBR-005394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28253