Record, CLM, bronze and silver
CLM-412803
Received 2026-02-07T11:18:19Z , line 47,816 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 | WEI | Wei | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSON | Johnson | Changed |
| Date of birth | 08/04/1982 | 1982-08-04 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| WEI.JOHNSON@OUTLOOK.COM | wei.johnson@outlook.com | Changed | |
| Address | 8648 Spring St | 8648 Spring St | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33183 | 33183 | Unchanged |
| Group | GRP-2312 | GRP-2312 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- wei|johnson
- Address key
- 8648|spring|33183
- Canonical first
- wei
Quality flags
4 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)
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-55623 | 0.99 | Scored | — | Auto-linked |
| ENR-116820 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011149
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Wei Johnson, 1982-08-04, 3 records, Verified
Evidence
Matched against TPA-55623
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfc9b9eac5f2026-10-22 12:43:54, scoring_agentidentity id MBR-011149, confidence 0.987, method probabilistic, matched record TPA-55623, policy version 1
- Record linked automatically142db68af12026-10-19 19:54:38, scoring_agentidentity id MBR-011149, confidence 0.987, method probabilistic, matched record TPA-55623, policy version 1
- Record linked automaticallyc855b6af9c2026-10-19 19:52:09, scoring_agentidentity id MBR-011149, confidence 0.987, method probabilistic, matched record TPA-55623, policy version 1
- Record linked automaticallyd76cfb10902026-10-19 19:45:42, scoring_agentidentity id MBR-011149, confidence 0.987, method probabilistic, matched record TPA-55623, policy version 1
- Record linked automatically51128414bf2026-10-19 19:32:31, scoring_agentidentity id MBR-011149, confidence 0.987, method probabilistic, matched record TPA-55623, policy version 1
- Record linked automatically7d425e097f2026-10-19 19:31:28, scoring_agentidentity id MBR-006585, confidence 1, method probabilistic, matched record TPA-55610, policy version 1