Record, CLM, bronze and silver
CLM-407031
Received 2026-02-05T21:42:00Z , line 70,275 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 | Olivia | Olivia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Guzman | Guzman | Unchanged |
| Date of birth | 1982-01-01 | 1982-01-01 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 12744393195 | 2744393195 | Parsed |
| — | — | Unchanged | |
| Address | 5757 Ocean Avenue | 5757 Ocean Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85080 | 85080 | Unchanged |
| Group | GRP-6213 | GRP-6213 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- olivia|guzman
- Address key
- 5757|ocean|85080
- Canonical first
- olivia
Quality flags
5 raised during normalisation
- 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
- 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-109176 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010740
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Olivia Guzman, 1982-01-01, 2 records, Verified
Evidence
Matched against ENR-109176
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye6e684e1102026-10-22 12:43:54, scoring_agentidentity id MBR-010740, confidence 1, method probabilistic, matched record ENR-109176, policy version 1
- Record linked automatically48d9354e752026-10-19 19:54:38, scoring_agentidentity id MBR-010740, confidence 1, method probabilistic, matched record ENR-109176, policy version 1
- Record linked automatically9b5d86daa62026-10-19 19:52:09, scoring_agentidentity id MBR-010740, confidence 1, method probabilistic, matched record ENR-109176, policy version 1
- Record linked automaticallyf7cdac1f8a2026-10-19 19:45:42, scoring_agentidentity id MBR-010740, confidence 1, method probabilistic, matched record ENR-109176, policy version 1
- Record linked automaticallyaefd5f663e2026-10-19 19:32:31, scoring_agentidentity id MBR-010740, confidence 1, method probabilistic, matched record ENR-109176, policy version 1
- Record linked automatically505a7890072026-10-19 19:31:28, matching_agentidentity id MBR-032406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109228