Record, CLM, bronze and silver
CLM-431784
Received 2026-07-30T05:32:01Z , line 21,995 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 | MCHELLE | McHelle | Changed |
| Middle | — | — | Unchanged |
| Last name | LE | Le | Changed |
| Date of birth | 19781105 | 1978-11-05 | Parsed |
| Gender | - | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 4317304 | — | Cleared |
| - | — | Cleared | |
| Address | 6244 Apache Blvd | 6244 Apache Blvd | Unchanged |
| City | AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78746·· | 78746 | Changed |
| Group | N/A | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- mchelle|le
- Address key
- 6244|apache|78746
- Canonical first
- mchelle
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)
- Phone missing area codePhone had only seven digits (no area code); cleared
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-141689 | 0.99 | Scored | — | Auto-linked |
| TPA-64024 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033633
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Michelle Le, 1978-11-05, 3 records, Verified
Evidence
Matched against ENR-141689
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyd816540fb02026-10-22 12:43:55, scoring_agentidentity id MBR-033633, confidence 0.994, method probabilistic, matched record ENR-141689, policy version 1
- Record linked automatically48d53dd2332026-10-19 19:54:38, scoring_agentidentity id MBR-033633, confidence 0.994, method probabilistic, matched record ENR-141689, policy version 1
- Record linked automatically71ab48330e2026-10-19 19:52:09, scoring_agentidentity id MBR-033633, confidence 0.994, method probabilistic, matched record ENR-141689, policy version 1
- Record linked automatically57e4c0601f2026-10-19 19:45:42, scoring_agentidentity id MBR-033633, confidence 0.994, method probabilistic, matched record ENR-141689, policy version 1
- Record linked automatically0f4de6252e2026-10-19 19:32:31, scoring_agentidentity id MBR-033633, confidence 0.994, method probabilistic, matched record ENR-141689, policy version 1
- Record linked automaticallyb9f8b95a392026-10-19 19:31:28, matching_agentidentity id MBR-001794, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141961