Record, CLM, bronze and silver
CLM-430684
Received 2026-09-02T16:54:08Z, line 11,913 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Blak | Blak | Changed |
| Date of birth | Dec 3, 1995 | 1995-12-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (802) 207-1998 | 8022071998 | Parsed |
| - | — | Cleared | |
| Address | 7519 Mountain View Drive | 7519 Mountain View Dr | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77060·· | 77060 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- sophia|blak
- Address key
- 7519|mountain view|77060
- Canonical first
- sophia
Quality flags
6 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
- 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-140291 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018916
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Sophia Black, 1995-12-03, 2 records, Verified
Evidence
Matched against ENR-140291
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6ec1dae0992026-10-22 12:43:54, scoring_agentidentity id MBR-018916, confidence 0.991, method probabilistic, matched record ENR-140291, policy version 1
- Record linked automatically46c7495a0b2026-10-19 19:54:38, scoring_agentidentity id MBR-018916, confidence 0.991, method probabilistic, matched record ENR-140291, policy version 1
- Record linked automaticallybdab41d1232026-10-19 19:52:09, scoring_agentidentity id MBR-018916, confidence 0.991, method probabilistic, matched record ENR-140291, policy version 1
- Record linked automaticallyb34860f6402026-10-19 19:45:42, scoring_agentidentity id MBR-018916, confidence 0.991, method probabilistic, matched record ENR-140291, policy version 1
- Record linked automatically6a2e1860e02026-10-19 19:32:31, scoring_agentidentity id MBR-018916, confidence 0.991, method probabilistic, matched record ENR-140291, policy version 1
- Record linked automaticallyca6a1f96f02026-10-19 19:31:28, matching_agentidentity id MBR-001189, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-140482