Record, CLM, bronze and silver
CLM-429509
Received 2026-08-06T08:35:58Z, line 35,818 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 | BETTY | Betty | Changed |
| Middle | H | H | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | Nov 8, 1957 | 1957-11-08 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-98142-18·· | UHC-98142-18 | Parsed |
| SSN | •••-••-1114 | •••-••-1114 | Parsed |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1089 | GRP-1089 | Unchanged |
| Plan | N/A·· | — | Cleared |
- Quality score
- 0.78
- Name key
- betty|marshall
- Address key
- —
- Canonical first
- betty
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-63048 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429508 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-63049 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034756
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Betty Marshall, 1957-11-08, 4 records, Verified
Evidence
Matched against TPA-63048
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye8830387642026-10-19 19:54:39, matching_agentidentity id MBR-034756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63048
- Record linked automatically0bb66e05a62026-10-19 19:52:09, matching_agentidentity id MBR-034756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63048
- Record linked automaticallydd1485db3a2026-10-19 19:45:42, matching_agentidentity id MBR-034756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63048
- Record linked automaticallye575fe81b62026-10-19 19:32:31, matching_agentidentity id MBR-034756, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63048
- Record linked automatically506fdbf4512026-10-19 19:31:28, scoring_agentidentity id MBR-032514, confidence 1, method probabilistic, matched record PRV-28671, policy version 1