Record, CLM, bronze and silver
CLM-403975
Received 2026-10-10T15:51:56Z, line 96,282 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 | Hannah·· | Hannah | Changed |
| Middle | — | — | Unchanged |
| Last name | Nguyen | Nguyen | Unchanged |
| Date of birth | 05/08/1972 | 1972-05-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-20168-56 | UHC-20168-56 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 723-552-5865 | 7235525865 | Parsed |
| null·· | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- hannah|nguyen
- Address key
- —
- Canonical first
- hannah
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| PRV-21118 | 1.00 | Scored | — | Auto-linked |
| ENR-105182 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403976 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403974 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020470
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Hannah Nguyen, 1972-05-08, 5 records, Verified
Evidence
Matched against PRV-21118
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically18f672ce6c2026-10-19 19:54:38, scoring_agentidentity id MBR-020470, confidence 1, method probabilistic, matched record PRV-21118, policy version 1
- Record linked automaticallya0f0c92fad2026-10-19 19:52:09, scoring_agentidentity id MBR-020470, confidence 1, method probabilistic, matched record PRV-21118, policy version 1
- Record linked automaticallybbfd1b89fb2026-10-19 19:45:42, scoring_agentidentity id MBR-020470, confidence 1, method probabilistic, matched record PRV-21118, policy version 1
- Record linked automatically62cc01aa1f2026-10-19 19:32:31, scoring_agentidentity id MBR-020470, confidence 1, method probabilistic, matched record PRV-21118, policy version 1
- Record linked automaticallyff57593a572026-10-19 19:31:28, matching_agentidentity id MBR-042647, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105158