Record, CLM, bronze and silver
CLM-405093
Received 2026-05-27T13:01:40Z, line 65,991 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 | Alvarado, Valentina | Valentina | Changed |
| Middle | J | J | Unchanged |
| Last name | — | Alvarado | Changed |
| Date of birth | 06/20/1954 | 1954-06-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | ·(249) 460-3363 | 2494603363 | Parsed |
| — | — | Unchanged | |
| Address | 2353 Palm Dr | 2353 Palm Dr | Unchanged |
| City | Orlando | Orlando | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 32831 | 32831 | Unchanged |
| Group | GRP-1386 | GRP-1386 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- valentina|alvarado
- Address key
- 2353|palm|32831
- Canonical first
- valentina
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-405095 | 0.84 | Scored | — | Sent to steward |
| ENR-106699 | 0.84 | Scored | — | Sent to steward |
| CLM-405094 | 0.81 | Scored | — | Sent to steward |
| TPA-52231 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032543
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Alvarado, 1954-06-20, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0001280.84Open
Audit
1 hash-chained entry for this record
- Record linked automatically52ed33d8092026-10-19 19:31:28, scoring_agentidentity id MBR-003236, confidence 1, method probabilistic, matched record TPA-52284, policy version 1