Record, CLM, bronze and silver
CLM-420758
Received 2026-02-08T23:44:40Z, line 97,572 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 | Mark | Mark | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Chen | Chen | Unchanged |
| Date of birth | 23-09-1961 | 1961-09-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (362) 418-5539 | 3624185539 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 5207 Maple Avenue | 5207 Maple Ave | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | core-hmo·· | CORE-HMO | Changed |
- Quality score
- 0.60
- Name key
- mark|chen
- Address key
- 5207|maple|dallas
- Canonical first
- mark
Quality flags
8 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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP missingStreet address present but no ZIP supplied
- Plan code upper-casedPlan code upper-cased
- 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-127292 | 0.94 | Scored | — | Auto-linked |
| ENR-127291 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002803
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Mark Chen, 1961-09-23, 3 records, Verified
Evidence
Matched against ENR-127292
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically2329e0eda92026-10-19 19:54:38, scoring_agentidentity id MBR-002803, confidence 0.937, method probabilistic, matched record ENR-127292, policy version 1
- Record linked automaticallyb16a7e88f62026-10-19 19:52:08, scoring_agentidentity id MBR-002803, confidence 0.937, method probabilistic, matched record ENR-127292, policy version 1
- Record linked automatically3de24d457f2026-10-19 19:45:41, scoring_agentidentity id MBR-002803, confidence 0.937, method probabilistic, matched record ENR-127292, policy version 1
- Record linked automatically80f55a2dd52026-10-19 19:32:31, scoring_agentidentity id MBR-002803, confidence 0.937, method probabilistic, matched record ENR-127292, policy version 1
- Record linked automatically25365f8e0e2026-10-19 19:31:28, matching_agentidentity id MBR-011282, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420759