Record, CLM, bronze and silver
CLM-411777
Received 2026-01-06T10:03:54Z, line 6,533 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 | Laura | Laura | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | 1990-01-04 | 1990-01-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9555 | •••-••-9555 | Unchanged |
| Phone | null | — | Cleared |
| null | — | Cleared | |
| Address | 2480 Elm Street | 2480 Elm St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75030 | 75030 | Unchanged |
| Group | GRP-7996 | GRP-7996 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.82
- Name key
- laura|ruiz
- Address key
- 2480|elm|75030
- Canonical first
- laura
Quality flags
3 raised during normalisation
- 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
- 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-115524 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001748
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Laura Ruiz, 1990-01-04, 2 records, Verified
Evidence
Matched against ENR-115524
| 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 automatically0bcac093ce2026-10-19 19:54:38, scoring_agentidentity id MBR-001748, confidence 0.925, method probabilistic, matched record ENR-115524, policy version 1
- Record linked automatically1a02f4b7932026-10-19 19:52:08, scoring_agentidentity id MBR-001748, confidence 0.925, method probabilistic, matched record ENR-115524, policy version 1
- Record linked automatically4ef5f55ece2026-10-19 19:45:41, scoring_agentidentity id MBR-001748, confidence 0.925, method probabilistic, matched record ENR-115524, policy version 1
- Record linked automaticallyd7a737c9522026-10-19 19:32:31, scoring_agentidentity id MBR-001748, confidence 0.925, method probabilistic, matched record ENR-115524, policy version 1
- Record linked automatically29052fb7462026-10-19 19:31:28, matching_agentidentity id MBR-000906, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115620