Record, CLM, bronze and silver
CLM-425369
Received 2026-10-15T22:54:02Z, line 36,462 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | juan | Juan | Changed |
| Middle | ·· | — | Unchanged |
| Last name | graham | Graham | Changed |
| Date of birth | 1937-06-16 | 1937-06-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 881-987-6906 | 8819876906 | Parsed |
| — | — | Unchanged | |
| Address | 4334 Harbor Boulevard | 4334 Harbor Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 93733-9784 | 93733 | Changed |
| Group | GRP-9519 | GRP-9519 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- juan|graham
- Address key
- 4334|harbor|93733
- Canonical first
- juan
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-133186 | 0.84 | Scored | — | Sent to steward |
| ENR-133187 | 0.84 | Scored | — | Sent to steward |
| TPA-61198 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-046549
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Graham, 1937-06-16, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0020010.84Open
Audit
1 hash-chained entry for this record
- Record linked automatically1489c8ed352026-10-19 19:31:28, scoring_agentidentity id MBR-003947, confidence 1, method probabilistic, matched record CLM-425368, policy version 1