Record, CLM, bronze and silver
CLM-408570
Received 2026-03-26T07:05:58Z, line 57,612 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Timothy | Timothy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 05/22/94 | 1994-05-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC6860334 | UHC-68603-34 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 969-866-9011 | 9698669011 | Parsed |
| — | — | Unchanged | |
| Address | ·631 Sunset Boulevard | 631 Sunset Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85232·· | 85232 | Changed |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.46
- Name key
- timothy|obrien
- Address key
- 631|sunset|85232
- Canonical first
- timothy
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-408569 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-111306 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017985
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Timothy Obrien, 1994-05-22, 3 records, Verified
Evidence
Matched against ENR-111306
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3ec9d23de72026-10-19 19:54:38, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automatically1154b10b3d2026-10-19 19:52:09, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automatically82719be1292026-10-19 19:45:42, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automatically0e40911e692026-10-19 19:32:31, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automaticallyed94a409ea2026-10-19 19:31:28, scoring_agentidentity id MBR-043096, confidence 0.992, method probabilistic, matched record CLM-408571, policy version 1