Record, CLM, bronze and silver
CLM-401590
Received 2026-03-19T06:15:05Z, line 1,821 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 | ·Chapman, Gloria | Gloria | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Chapman | Changed |
| Date of birth | 1945-07-20 | 1945-07-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC0287023 | UHC-02870-23 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | 634-315-3093 | 6343153093 | Parsed |
| — | — | Unchanged | |
| Address | ·9217 ELM STREET | 9217 Elm St | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1798·· | GRP-1798 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.46
- Name key
- gloria|chapman
- Address key
- 9217|elm|phoenix
- Canonical first
- gloria
Quality flags
9 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| PRV-20490 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102084 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401589 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50698 | 0.93 | Scored | — | Auto-linked |
| PRV-20491 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020658
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gloria Chapman, 1945-07-20, 5 records, Verified
Evidence
Matched against PRV-20490
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically2c11a08a7f2026-10-19 19:54:38, matching_agentidentity id MBR-020658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20490
- Record linked automatically708554792e2026-10-19 19:52:09, matching_agentidentity id MBR-020658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20490
- Record linked automatically0a24fb1bca2026-10-19 19:45:42, matching_agentidentity id MBR-020658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20490
- Record linked automaticallyac58b3bc732026-10-19 19:32:31, matching_agentidentity id MBR-020658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20490
- Record linked automatically47e7368d3b2026-10-19 19:31:28, scoring_agentidentity id MBR-012749, confidence 0.993, method probabilistic, matched record TPA-50699, policy version 1