Record, CLM, bronze and silver
CLM-404862
Received 2026-04-28T08:21:57Z, line 81,001 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 | Vazquez, Ahmed | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Vazquez | Changed |
| Date of birth | 08/09/1955 | 1955-08-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-66130-93 | UHC-66130-93 | Unchanged |
| SSN | ·null | — | Cleared |
| Phone | (914) 254-1272 | 9142541272 | Parsed |
| — | — | Unchanged | |
| Address | 6035 Oak Street | 6035 Oak St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93723 | 93723 | Unchanged |
| Group | ·GRP-5983 | GRP-5983 | Changed |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- ahmed|vazquez
- Address key
- 6035|oak|93723
- Canonical first
- ahmed
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| CLM-404861 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21414 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106416 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028129
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Vazquez, 1955-08-09, 4 records, Verified
Evidence
Matched against CLM-404861
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically87952111702026-10-19 19:54:38, matching_agentidentity id MBR-028129, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404861
- Record linked automatically438a6b19672026-10-19 19:52:09, matching_agentidentity id MBR-028129, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404861
- Record linked automatically93fa7d281b2026-10-19 19:45:42, matching_agentidentity id MBR-028129, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404861
- Record linked automatically9c3546fa9e2026-10-19 19:32:31, matching_agentidentity id MBR-028129, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404861
- Record linked automaticallya2e00071bd2026-10-19 19:31:28, scoring_agentidentity id MBR-007889, confidence 0.994, method probabilistic, matched record PRV-21438, policy version 1