Record, CLM, bronze and silver
CLM-430271
Received 2026-02-28T13:42:40Z, line 15,997 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 | AARN | Aarn | Changed |
| Middle | — | — | Unchanged |
| Last name | MURPHY | Murphy | Changed |
| Date of birth | May 14, 1990 | 1990-05-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-37198-49 | UHC-37198-49 | Unchanged |
| SSN | •••-••-3764 | •••-••-3764 | Unchanged |
| Phone | 892-619-6294 | 8926196294 | Parsed |
| — | — | Unchanged | |
| Address | 8259 PINE DR | 8259 Pine Dr | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85042-0891 | 85042 | Changed |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- aarn|murphy
- Address key
- 8259|pine|85042
- Canonical first
- aarn
Quality flags
7 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-63355 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139730 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016508
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aaron Murphy, 1990-05-14, 3 records, Verified
Evidence
Matched against TPA-63355
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb2d12b81aa2026-10-22 12:43:54, matching_agentidentity id MBR-016508, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63355
- Record linked automatically54a0218e0c2026-10-19 19:54:38, matching_agentidentity id MBR-016508, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63355
- Record linked automatically7dec8051992026-10-19 19:52:09, matching_agentidentity id MBR-016508, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63355
- Record linked automatically36f248761f2026-10-19 19:45:42, matching_agentidentity id MBR-016508, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63355
- Record linked automaticallyc27483f1fa2026-10-19 19:32:31, matching_agentidentity id MBR-016508, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63355
- Record linked automaticallye0ae6392a32026-10-19 19:31:28, scoring_agentidentity id MBR-013778, confidence 1, method probabilistic, matched record ENR-139915, policy version 1