Record, CLM, bronze and silver
CLM-428331
Received 2026-06-06T21:21:14Z, line 33,484 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 | GAARY | Gaary | Changed |
| Middle | — | — | Unchanged |
| Last name | SCHULTZ | Schultz | Changed |
| Date of birth | 05/01/1974 | 1974-05-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-5188 | •••-••-5188 | Parsed |
| Phone | 7439390164 | 7439390164 | Unchanged |
| null | — | Cleared | |
| Address | 2035 Jefferson Avenue | 2035 Jefferson Ave | Changed |
| City | Tucson·· | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85747 | 85747 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.76
- Name key
- gaary|schultz
- Address key
- 2035|jefferson|85747
- Canonical first
- gaary
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)
- 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-137178 | 0.99 | Scored | — | Auto-linked |
| TPA-62511 | 0.99 | Scored | — | Auto-linked |
| CLM-428330 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015320
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gary Schultz, 1974-05-01, 4 records, Verified
Evidence
Matched against ENR-137178
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically984f8425bf2026-10-19 19:54:38, scoring_agentidentity id MBR-015320, confidence 0.993, method probabilistic, matched record ENR-137178, policy version 1
- Record linked automatically341966c89b2026-10-19 19:52:09, scoring_agentidentity id MBR-015320, confidence 0.993, method probabilistic, matched record ENR-137178, policy version 1
- Record linked automaticallya75f590ab02026-10-19 19:45:42, scoring_agentidentity id MBR-015320, confidence 0.993, method probabilistic, matched record ENR-137178, policy version 1
- Record linked automatically740f86a01d2026-10-19 19:32:31, scoring_agentidentity id MBR-015320, confidence 0.993, method probabilistic, matched record ENR-137178, policy version 1
- Record linked automatically47d4ea36352026-10-19 19:31:28, scoring_agentidentity id MBR-006111, confidence 1, method probabilistic, matched record TPA-62457, policy version 1