Record, CLM, bronze and silver
CLM-401989
Received 2026-09-24T16:15:32Z, line 32,795 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 | 1974-11-08 | 1974-11-08 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-95582-59 | UHC-95582-59 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 14724395793 | 4724395793 | Parsed |
| N/A | — | Cleared | |
| Address | 3881 Palm Drive | 3881 Palm Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90000 | 90000 | Unchanged |
| Group | GRP-5900 | GRP-5900 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- sean|alvarado
- Address key
- 3881|palm|90000
- Canonical first
- sean
Quality flags
6 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
- 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-401991 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401990 | 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 automatically193272b1072026-10-19 19:54:38, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1
- Record linked automatically3c6757a54b2026-10-19 19:52:09, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1
- Record linked automaticallyb0666ea77d2026-10-19 19:45:42, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1
- Record linked automaticallyb78397a1862026-10-19 19:32:31, scoring_agentidentity id MBR-016927, confidence 1, method probabilistic, matched record TPA-50860, policy version 1