Record, CLM , bronze and silver
CLM-423583
Received 2026-05-11T04:52:12Z, line 86,258 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 | Howell, Harold | Harold | Changed |
| Middle | O | O | Unchanged |
| Last name | — | Howell | Changed |
| Date of birth | Sep 21, 1975 | 1975-09-21 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-51378-74 | UHC-51378-74 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·UNKNOWN | — | Cleared |
| harold.howell52@hotmail.com | harold.howell52@hotmail.com | Unchanged | |
| Address | 2564 Valley View Drive | 2564 Valley View Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | Arizona·· | AZ | Changed |
| ZIP | 85755 | 85755 | Unchanged |
| Group | GRP-5745 | GRP-5745 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.50
- Name key
- harold|howell
- Address key
- 2564|valley view|85755
- Canonical first
- harold
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-423584 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030130
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Haroold Howell, 1975-09-21, 2 records, Verified
Evidence
Matched against CLM-423584
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically5a701c7b342026-10-22 12:43:54, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423584
- Record linked automatically9a8dd62d022026-10-19 19:54:38, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423584
- Record linked automatically892b465d0e2026-10-19 19:52:09, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423584
- Record linked automaticallyc98df034862026-10-19 19:45:42, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423584
- Record linked automaticallya8cae5c6e52026-10-19 19:32:31, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423584