Record, CLM, bronze and silver
CLM-401990
Received 2026-03-02T11:49:53Z, line 46,889 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 | SEAN | Sean | Changed |
| Middle | — | — | Unchanged |
| Last name | ALVARADO | Alvarado | Changed |
| Date of birth | 08-11-1974 | 1974-11-08 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-95582-59 | UHC-95582-59 | Parsed |
| SSN | UNKNOWN·· | — | Cleared |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 3881 Palm Dr | 3881 Palm Dr | Unchanged |
| City | ·Los Angeles | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | 90000 | 90000 | Unchanged |
| Group | GRP-5900 | GRP-5900 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- sean|alvarado
- Address key
- 3881|palm|90000
- Canonical first
- sean
Quality flags
5 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-50860 | 1.00 | Scored | — | Auto-linked |
| CLM-401989 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401991 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50861 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016927
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sean Alvarado, 1974-11-08, 4 records, Verified
Evidence
Matched against TPA-50860
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically7b2f6f04442026-10-19 19:54:38, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1
- Record linked automatically294c69a83e2026-10-19 19:52:09, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1
- Record linked automatically2269bf41052026-10-19 19:45:42, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1
- Record linked automatically47048c4d722026-10-19 19:32:31, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1