Record, CLM, bronze and silver
CLM-406181
Received 2026-09-15T23:56:30Z, line 63,195 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 | arjun | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | wang | Wang | Changed |
| Date of birth | 19531117 | 1953-11-17 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 345-302-4263 | 3453024263 | Parsed |
| — | — | Unchanged | |
| Address | 8871 LINCOLN WAY | 8871 Lincoln Way | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | Nevada | NV | Changed |
| ZIP | 89161 | 89161 | Unchanged |
| Group | GRP-9435 | GRP-9435 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- arjun|wang
- Address key
- 8871|lincoln|89161
- Canonical first
- arjun
Quality flags
8 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-52745 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044278
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Wang, 1953-11-17, 2 records, Verified
Evidence
Matched against TPA-52745
| 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 automaticallyebbcd903732026-10-19 19:54:39, scoring_agentidentity id MBR-044278, confidence 1, method probabilistic, matched record TPA-52745, policy version 1
- Record linked automatically0f1cb7edea2026-10-19 19:52:09, scoring_agentidentity id MBR-044278, confidence 1, method probabilistic, matched record TPA-52745, policy version 1
- Record linked automaticallybe396f0a772026-10-19 19:45:42, scoring_agentidentity id MBR-044278, confidence 1, method probabilistic, matched record TPA-52745, policy version 1
- Record linked automatically776407de2d2026-10-19 19:32:31, scoring_agentidentity id MBR-044278, confidence 1, method probabilistic, matched record TPA-52745, policy version 1
- Record linked automatically8c4e03035d2026-10-19 19:31:28, matching_agentidentity id MBR-011480, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108083