Record, CLM, bronze and silver
CLM-426016
Received 2026-04-16T05:31:41Z, line 8,263 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 | Larson, Albert | Albert | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Larson | Changed |
| Date of birth | ·19390303 | 1939-03-03 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-99616-93 | UHC-99616-93 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 197 Park Place | 197 Park Pl | Changed |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85399 | 85399 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.50
- Name key
- albert|larson
- Address key
- 197|park|85399
- Canonical first
- albert
Quality flags
7 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)
- 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
- 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-426018 | 1.00 | Scored | — | Auto-linked |
| CLM-426019 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426017 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-27667 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004099
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Albert Larson, 1939-03-03, 4 records, Verified
Evidence
Matched against CLM-426018
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybd9e33897d2026-10-19 19:54:38, scoring_agentidentity id MBR-004099, confidence 1, method probabilistic, matched record CLM-426018, policy version 1
- Record linked automatically3ea2d0fdd12026-10-19 19:52:08, scoring_agentidentity id MBR-004099, confidence 1, method probabilistic, matched record CLM-426018, policy version 1
- Record linked automatically9b6b1ea2132026-10-19 19:45:42, scoring_agentidentity id MBR-004099, confidence 1, method probabilistic, matched record CLM-426018, policy version 1
- Record linked automatically86bb535ddc2026-10-19 19:32:31, scoring_agentidentity id MBR-004099, confidence 1, method probabilistic, matched record CLM-426018, policy version 1
- Record linked automaticallyc11d708cea2026-10-19 19:31:28, scoring_agentidentity id MBR-011796, confidence 1, method probabilistic, matched record TPA-61454, policy version 1