Record, CLM , bronze and silver
CLM-407226
Received 2026-04-17T22:46:36Z, line 35,153 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Howard, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Howard | Changed |
| Date of birth | ·2003-10-01 | 2003-10-01 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | uhc-36100-80 | UHC-36100-80 | Parsed |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 5084 River Road | 5084 River Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85251-0326 | 85251 | Changed |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.36
- Name key
- lauren|howard
- Address key
- 5084|river|85251
- Canonical first
- lauren
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-109442 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-109443 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-22140 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-22139 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015405
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Lauren Howard, 2002-10-01, 5 records, Verified
Evidence
Matched against PRV-22140
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1fd44d6ddb2026-10-19 19:54:38, matching_agentidentity id MBR-015405, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-22140
- Record linked automatically49edf958de2026-10-19 19:52:09, matching_agentidentity id MBR-015405, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-22140
- Record linked automatically9192be531c2026-10-19 19:45:42, matching_agentidentity id MBR-015405, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-22140
- Record linked automatically23860a5b4f2026-10-19 19:32:31, matching_agentidentity id MBR-015405, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-22140
- Record linked automaticallyf69e8a85d42026-10-19 19:31:28, matching_agentidentity id MBR-016505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109456