Record, CLM , bronze and silver
CLM-414557
Received 2026-07-30T03:23:29Z, line 80,380 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ASHLEY | Ashley | Changed |
| Middle | — | — | Unchanged |
| Last name | ALVARADO | Alvarado | Changed |
| Date of birth | 17-05-1992 | 1992-05-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-25866-63 | UHC-25866-63 | Unchanged |
| SSN | •••-••-4771 | •••-••-4771 | Unchanged |
| Phone | 15858307848 | 5858307848 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | GRP-5382 | GRP-5382 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- ashley|alvarado
- Address key
- —
- Canonical first
- ashley
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-56426 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414558 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119166 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029796
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ashley Alvarado, 1992-05-17, 4 records, Verified
Evidence
Matched against TPA-56426
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically25372e5eed2026-10-22 12:43:54, matching_agentidentity id MBR-029796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-56426
- Record linked automatically0ff365e9112026-10-19 19:54:38, matching_agentidentity id MBR-029796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-56426
- Record linked automatically5f6d5014442026-10-19 19:52:09, matching_agentidentity id MBR-029796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-56426
- Record linked automaticallyb5d1501cc32026-10-19 19:45:42, matching_agentidentity id MBR-029796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-56426
- Record linked automatically5763c24ff22026-10-19 19:32:31, matching_agentidentity id MBR-029796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-56426