Record, CLM, bronze and silver
CLM-428761
Received 2026-02-01T00:38:17Z, line 91,808 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 | shirley | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | patel | Patel | Changed |
| Date of birth | Nov 8, 1990 | 1990-11-08 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC-16580-02 | UHC-16580-02 | Unchanged |
| SSN | - | — | Cleared |
| Phone | -·· | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 8596 Mountain View Dr #412 | 8596 Mountain View Dr # 412 | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93740-3813 | 93740 | Changed |
| Group | GRP-0800 | GRP-0800 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- shirley|patel
- Address key
- 8596|mountain view|93740
- Canonical first
- shirley
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-28456 | 1.00 | Scored | — | Auto-linked |
| ENR-137730 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428762 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-137729 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002228
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Patel, 1990-11-08, 5 records, Verified
Evidence
Matched against PRV-28456
| 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 automatically7721d55c242026-10-22 12:43:53, scoring_agentidentity id MBR-002228, confidence 1, method probabilistic, matched record PRV-28456, policy version 1
- Record linked automatically3da4b33fb92026-10-19 19:54:38, scoring_agentidentity id MBR-002228, confidence 1, method probabilistic, matched record PRV-28456, policy version 1
- Record linked automatically04de4342e02026-10-19 19:52:08, scoring_agentidentity id MBR-002228, confidence 1, method probabilistic, matched record PRV-28456, policy version 1
- Record linked automatically0fd7702edf2026-10-19 19:45:41, scoring_agentidentity id MBR-002228, confidence 1, method probabilistic, matched record PRV-28456, policy version 1
- Record linked automaticallya48367b4c02026-10-19 19:32:31, scoring_agentidentity id MBR-002228, confidence 1, method probabilistic, matched record PRV-28456, policy version 1
- Record linked automaticallye73cb686df2026-10-19 19:31:28, scoring_agentidentity id MBR-006565, confidence 1, method probabilistic, matched record TPA-62631, policy version 1