Record, CLM, bronze and silver
CLM-431623
Received 2026-09-02T14:39:55Z, line 76,720 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 | Abby | Abby | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | 1976-09-10 | 1976-09-10 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC-10453-32 | UHC-10453-32 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 956-368-0218 | 9563680218 | Parsed |
| null | — | Cleared | |
| Address | N/A | — | Cleared |
| City | - | — | Cleared |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.96
- Name key
- abigail|ruiz
- Address key
- —
- Canonical first
- abigail
Quality flags
2 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| PRV-29245 | 1.00 | Scored | — | Auto-linked |
| CLM-431624 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141519 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018133
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Abigail Ruiz, 1976-09-10, 4 records, Verified
Evidence
Matched against PRV-29245
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallya67f2a583f2026-10-19 19:54:38, scoring_agentidentity id MBR-018133, confidence 1, method probabilistic, matched record PRV-29245, policy version 1
- Record linked automatically1e35cd34e82026-10-19 19:52:09, scoring_agentidentity id MBR-018133, confidence 1, method probabilistic, matched record PRV-29245, policy version 1
- Record linked automatically65e5579b3f2026-10-19 19:45:42, scoring_agentidentity id MBR-018133, confidence 1, method probabilistic, matched record PRV-29245, policy version 1
- Record linked automatically32edbcc9032026-10-19 19:32:31, scoring_agentidentity id MBR-018133, confidence 1, method probabilistic, matched record PRV-29245, policy version 1
- Record linked automatically46a4b4fa4a2026-10-19 19:31:28, matching_agentidentity id MBR-020674, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431622