Record, CLM, bronze and silver
CLM-423584
Received 2026-06-18T10:51:20Z, line 75,737 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 | Haroold | Haroold | Unchanged |
| Middle | O. | O | Changed |
| Last name | Howell | Howell | Unchanged |
| Date of birth | 1970-59-21 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | UHC-51378-74 | UHC-51378-74 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 4844312628 | 4844312628 | Unchanged |
| - | — | Cleared | |
| Address | 2564 Valley View Drive | 2564 Valley View Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-5745 | GRP-5745 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.54
- Name key
- haroold|howell
- Address key
- 2564|valley view|tucson
- Canonical first
- haroold
Quality flags
5 raised during normalisation
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-423583 | 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-423583
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically29d2a456d62026-10-22 12:43:54, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423583
- Record linked automatically7996576bde2026-10-19 19:54:38, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423583
- Record linked automatically70ed52b1a62026-10-19 19:52:09, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423583
- Record linked automaticallyd1bc8d65012026-10-19 19:45:42, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423583
- Record linked automatically1fa05123852026-10-19 19:32:31, matching_agentidentity id MBR-030130, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423583
- Record linked automaticallyc904cf991d2026-10-19 19:31:28, scoring_agentidentity id MBR-011640, confidence 1, method probabilistic, matched record CLM-423585, policy version 1