Record, CLM, bronze and silver
CLM-427279
Received 2026-06-19T22:07:17Z, line 36,545 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 | Randy | Randy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Pierce·· | Pierce | Changed |
| Date of birth | 09/16/1976 | 1976-09-16 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | uhc-30239-36 | UHC-30239-36 | Parsed |
| SSN | •••-••-5678 | •••-••-5678 | Unchanged |
| Phone | 936-741-3338 | 9367413338 | Parsed |
| — | — | Unchanged | |
| Address | 5408 Bayshore Drive | 5408 Bayshore Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85229 | 85229 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- randy|pierce
- Address key
- 5408|bayshore|85229
- Canonical first
- randy
Quality flags
8 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| ENR-135757 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021168
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Randy Pierce, 1976-09-16, 2 records, Verified
Evidence
Matched against ENR-135757
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically55a5fed2cf2026-10-22 12:43:54, matching_agentidentity id MBR-021168, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135757
- Record linked automatically190e4d0ea42026-10-19 19:54:38, matching_agentidentity id MBR-021168, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135757
- Record linked automatically0f6fa4dd852026-10-19 19:52:09, matching_agentidentity id MBR-021168, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135757
- Record linked automatically3022bd0f1b2026-10-19 19:45:42, matching_agentidentity id MBR-021168, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135757
- Record linked automatically1cc502e8432026-10-19 19:32:31, matching_agentidentity id MBR-021168, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135757
- Record linked automaticallye15f5a9a2d2026-10-19 19:31:28, matching_agentidentity id MBR-023379, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427280