Record, CLM, bronze and silver
CLM-423567
Received 2026-06-02T18:18:51Z, line 33,720 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 | Ajun V | Ajun | Changed |
| Middle | ·· | V | Changed |
| Last name | Howell·· | Howell | Changed |
| Date of birth | — | — | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-84566-92 | UHC-84566-92 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 813-941-2648 | 8139412648 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | null | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.50
- Name key
- ajun|howell
- Address key
- —
- Canonical first
- ajun
Quality flags
7 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Date of birth missingDate of birth absent or a null token; left empty
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-130837 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033337
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Arjun Howell, 1993-05-11, 3 records, Verified
Audit
5 hash-chained entries for this record
- Record linked automatically1fcd6ca59a2026-10-19 19:54:38, matching_agentidentity id MBR-033337, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-130837
- Record linked automatically49cdb571d22026-10-19 19:52:09, matching_agentidentity id MBR-033337, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-130837
- Record linked automatically4fa1be38652026-10-19 19:45:42, matching_agentidentity id MBR-033337, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-130837
- Record linked automatically968afd9ef52026-10-19 19:32:31, matching_agentidentity id MBR-033337, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-130837
- Record linked automatically920fd20e102026-10-19 19:31:28, matching_agentidentity id MBR-007687, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131026