Record, CLM, bronze and silver
CLM-418502
Received 2026-05-23T08:38:35Z, line 27,436 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KEITH | Keith | Changed |
| Middle | ·· | — | Unchanged |
| Last name | SIMPSON | Simpson | Changed |
| Date of birth | 11/19/2007 | 2007-11-19 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-20710-22 | UHC-20710-22 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 763-568-3456 | 7635683456 | Parsed |
| ·null | — | Cleared | |
| Address | 6732 Church Street | 6732 Church St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93776 | 93776 | Unchanged |
| Group | GRP-9873 | GRP-9873 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- keith|simpson
- Address key
- 6732|church|93776
- Canonical first
- keith
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- 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 |
|---|---|---|---|---|
| TPA-58163 | 1.00 | Scored | — | Auto-linked |
| TPA-58162 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418501 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124366 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010668
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Keith Simpson, 2007-11-19, 5 records, Verified
Evidence
Matched against TPA-58163
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6651275c0a2026-10-19 19:54:38, scoring_agentidentity id MBR-010668, confidence 1, method probabilistic, matched record TPA-58163, policy version 1
- Record linked automaticallyd853f9e4f62026-10-19 19:52:09, scoring_agentidentity id MBR-010668, confidence 1, method probabilistic, matched record TPA-58163, policy version 1
- Record linked automatically5beab48a9a2026-10-19 19:45:42, scoring_agentidentity id MBR-010668, confidence 1, method probabilistic, matched record TPA-58163, policy version 1
- Record linked automaticallyd5b878e65e2026-10-19 19:32:31, scoring_agentidentity id MBR-010668, confidence 1, method probabilistic, matched record TPA-58163, policy version 1
- Record linked automatically6300b47aef2026-10-19 19:31:28, scoring_agentidentity id MBR-011939, confidence 0.925, method probabilistic, matched record TPA-58081, policy version 1