Record, CLM, bronze and silver
CLM-419563
Received 2026-09-15T12:32:50Z, line 50,735 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 | EMMA | Emma | Changed |
| Middle | V. | V | Changed |
| Last name | ·RUZI | Ruzi | Changed |
| Date of birth | 4/2/1990 | 1990-04-02 | Parsed |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 4087 Broadway | 4087 Broadway | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30376 | 30376 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.92
- Name key
- emma|ruzi
- Address key
- 4087|broadway|30376
- Canonical first
- emma
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)
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022435
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Emma Ruiz, 1990-04-02, 4 records, Verified
Evidence
Matched against TPA-58626
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically998bf57c0c2026-10-19 19:54:38, scoring_agentidentity id MBR-022435, confidence 0.985, method probabilistic, matched record TPA-58626, policy version 1
- Record linked automatically94aee4a64a2026-10-19 19:52:09, scoring_agentidentity id MBR-022435, confidence 0.985, method probabilistic, matched record TPA-58626, policy version 1
- Record linked automaticallydc74500fd12026-10-19 19:45:42, scoring_agentidentity id MBR-022435, confidence 0.985, method probabilistic, matched record TPA-58626, policy version 1
- Record linked automatically092b30af972026-10-19 19:32:31, scoring_agentidentity id MBR-022435, confidence 0.985, method probabilistic, matched record TPA-58626, policy version 1
- Record linked automatically356503037b2026-10-19 19:31:28, scoring_agentidentity id MBR-017709, confidence 1, method probabilistic, matched record CLM-419564, policy version 1