Record, CLM, bronze and silver
CLM-421478
Received 2026-04-30T10:54:45Z, line 67,981 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 | ahmed | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | cunningham | Cunningham | Changed |
| Date of birth | 12/02/67 | 1967-12-02 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-90142-41 | UHC-90142-41 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 581-322-3773 | 5813223773 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 9547 Baseline Road | 9547 Baseline Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75238 | 75238 | Unchanged |
| Group | GRP-0991 | GRP-0991 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.50
- Name key
- ahmed|cunningham
- Address key
- 9547|baseline|75238
- Canonical first
- ahmed
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| ENR-128131 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421479 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003741
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Cunningham, 1967-12-02, 3 records, Verified
Evidence
Matched against CLM-421479
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically640e4f101f2026-10-22 12:43:53, matching_agentidentity id MBR-003741, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421479
- Record linked automaticallya34b14cacb2026-10-19 19:54:38, matching_agentidentity id MBR-003741, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421479
- Record linked automaticallyee856821502026-10-19 19:52:08, matching_agentidentity id MBR-003741, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421479
- Record linked automatically1c0db1d8942026-10-19 19:45:42, matching_agentidentity id MBR-003741, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421479
- Record linked automaticallya7a52bf9e02026-10-19 19:32:31, matching_agentidentity id MBR-003741, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421479
- Record linked automatically2d759a3ab22026-10-19 19:31:28, matching_agentidentity id MBR-000029, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128230