Record, CLM, bronze and silver
CLM-401467
Received 2026-04-04T17:21:12Z, line 47,032 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 | Barbara | Barbara | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | Sep 7, 1989 | 1989-09-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-10719-99 | UHC-10719-99 | Unchanged |
| SSN | •••-••-6490 | •••-••-6490 | Unchanged |
| Phone | (618) 790-3132 | 6187903132 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2288 River Rd | 2288 River Rd | Unchanged |
| City | Chandler·· | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85237 | 85237 | Unchanged |
| Group | GRP-5251 | GRP-5251 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- barbara|ruiz
- Address key
- 2288|river|85237
- Canonical first
- barbara
Quality flags
5 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-401465 | 1.00 | Scored | — | Auto-linked |
| ENR-101903 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401466 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000222
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Ruiz, 1989-09-07, 4 records, Verified
Evidence
Matched against CLM-401465
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd590f06b5c2026-10-19 19:54:38, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record CLM-401465, policy version 1
- Record linked automatically89f4a1710b2026-10-19 19:52:08, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record CLM-401465, policy version 1
- Record linked automaticallyc485856c7c2026-10-19 19:45:41, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record CLM-401465, policy version 1
- Record linked automaticallyf8b051d9832026-10-19 19:32:31, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record CLM-401465, policy version 1
- Record linked automatically4f8eaca18b2026-10-19 19:31:28, scoring_agentidentity id MBR-020585, confidence 1, method probabilistic, matched record PRV-20457, policy version 1