Record, CLM, bronze and silver
CLM-430171
Received 2026-03-04T08:30:55Z, line 64,844 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 | JUDY | Judy | Changed |
| Middle | N | N | Unchanged |
| Last name | MUNOZ | Munoz | Changed |
| Date of birth | 1938-12-27 | 1938-12-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-90489-10 | UHC-90489-10 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 227-831-9737·· | 2278319737 | Parsed |
| NULL | — | Cleared | |
| Address | 1477 Lincoln Way | 1477 Lincoln Way | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-2601 | GRP-2601 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- judy|munoz
- Address key
- 1477|lincoln|fresno
- Canonical first
- judy
Quality flags
5 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| PRV-28837 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017363
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Munoz, 1938-12-27, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0026300.78Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyc6547e7cbe2026-10-19 19:31:28, matching_agentidentity id MBR-023280, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28837