Record, CLM, bronze and silver
CLM-429123
Received 2026-01-29T08:04:55Z, line 29,611 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 | JOHN | John | Changed |
| Middle | — | — | Unchanged |
| Last name | FERGUSON | Ferguson | Changed |
| Date of birth | 1972-11-22 | 1972-11-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-54117-64 | UHC-54117-64 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 984.711.0020 | 9847110020 | Parsed |
| — | — | Unchanged | |
| Address | 9103 Apache Boulevard | 9103 Apache Blvd | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78235 | 78235 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- john|ferguson
- Address key
- 9103|apache|78235
- Canonical first
- john
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-138190 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429124 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008603
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: John Ferguson, 1972-11-22, 3 records, Verified
Evidence
Matched against ENR-138190
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4a45eb21d62026-10-19 19:54:38, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138190
- Record linked automatically19203e33d02026-10-19 19:52:09, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138190
- Record linked automatically8089873ecd2026-10-19 19:45:42, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138190
- Record linked automatically0a16bbc1e12026-10-19 19:32:31, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138190
- Record linked automatically6f4a93a73a2026-10-19 19:31:28, scoring_agentidentity id MBR-029611, confidence 1, method probabilistic, matched record ENR-138480, policy version 1