Record, CLM, bronze and silver
CLM-416742
Received 2026-06-20T04:38:34Z, line 33,272 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 | Gibson, Ahmed | Ahmed | Changed |
| Middle | V | V | Unchanged |
| Last name | — | Gibson | Changed |
| Date of birth | 3/13/1976 | 1976-03-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC3242318 | UHC-32423-18 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 2598842017 | 2598842017 | Unchanged |
| — | — | Unchanged | |
| Address | 8166 DESERT SKY BLVD | 8166 Desert Sky Blvd | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32817 | 32817 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- ahmed|gibson
- Address key
- 8166|desert sky|32817
- 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- City re-casedCity re-cased to Title Case
- 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-416741 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121986 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017184
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Gibson, 1976-03-13, 3 records, Verified
Evidence
Matched against ENR-121986
| 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 automatically743603a4b62026-10-22 12:43:54, matching_agentidentity id MBR-017184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121986
- Record linked automatically7e9420dab82026-10-19 19:54:38, matching_agentidentity id MBR-017184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121986
- Record linked automatically9e706d46902026-10-19 19:52:09, matching_agentidentity id MBR-017184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121986
- Record linked automatically937bdbe08b2026-10-19 19:45:42, matching_agentidentity id MBR-017184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121986
- Record linked automatically21b46e16182026-10-19 19:32:31, matching_agentidentity id MBR-017184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121986
- Record linked automaticallyeeaafbf3cb2026-10-19 19:31:28, matching_agentidentity id MBR-005292, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121921