Record, CLM, bronze and silver
CLM-423636
Received 2026-06-22T12:43:31Z , line 21,070 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 | Olivia | Olivia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Wang | Wang | Unchanged |
| Date of birth | 1/19/1970 | 1970-01-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7786 | •••-••-7786 | Unchanged |
| Phone | (570) 872-0991 | 5708720991 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5888 Lincoln Way #449 | 5888 Lincoln Way # 449 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85259 | 85259 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- olivia|wang
- Address key
- 5888|lincoln|85259
- Canonical first
- olivia
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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-130926 | 0.88 | Scored | — | Auto-linked |
| PRV-26971 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031479
- Method
- Scored
- Confidence
- 0.88
- Rule
- weighted score, no rule
Golden record: Olivia Wang, 1971-01-19, 3 records, Verified
Evidence
Matched against ENR-130926
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyd96bf022522026-10-19 19:54:38, scoring_agentidentity id MBR-031479, confidence 0.875, method probabilistic, matched record ENR-130926, policy version 1
- Record linked automaticallya42e69b5972026-10-19 19:52:09, scoring_agentidentity id MBR-031479, confidence 0.875, method probabilistic, matched record ENR-130926, policy version 1
- Record linked automatically6119fb36d02026-10-19 19:45:42, scoring_agentidentity id MBR-031479, confidence 0.875, method probabilistic, matched record ENR-130926, policy version 1
- Record linked automatically945df014832026-10-19 19:32:31, scoring_agentidentity id MBR-031479, confidence 0.875, method probabilistic, matched record ENR-130926, policy version 1