Record, CLM, bronze and silver
CLM-421323
Received 2026-01-20T01:01:35Z, line 58,468 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, Bobby | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Chapman | Changed |
| Date of birth | 2004-02-20 | 2004-02-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-80403-78 | UHC-80403-78 | Unchanged |
| SSN | •••-••-8564 | •••-••-8564 | Unchanged |
| Phone | 418-872-0773·· | 4188720773 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·2613 Cedar Ln | 2613 Cedar Ln | Changed |
| City | ·AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78739·· | 78739 | Changed |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.78
- Name key
- robert|chapman
- Address key
- 2613|cedar|78739
- Canonical first
- robert
Quality flags
5 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-127950 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421324 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421322 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005944
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Chapman, 2004-02-20, 4 records, Verified
Evidence
Matched against CLM-421322
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb6c0c9c5712026-10-22 12:43:53, matching_agentidentity id MBR-005944, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421322
- Record linked automatically6bd073ae132026-10-19 19:54:38, matching_agentidentity id MBR-005944, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421322
- Record linked automatically655c8430af2026-10-19 19:52:08, matching_agentidentity id MBR-005944, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421322
- Record linked automaticallydedc99bf382026-10-19 19:45:42, matching_agentidentity id MBR-005944, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421322
- Record linked automatically1ac983ee602026-10-19 19:32:31, matching_agentidentity id MBR-005944, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421322
- Record linked automatically9a277b96b82026-10-19 19:31:28, matching_agentidentity id MBR-009550, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421321