Record, CLM, bronze and silver
CLM-416730
Received 2026-01-01T10:14:05Z, line 87,418 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 | Black, Thomas | Thomas | Changed |
| Middle | D | D | Unchanged |
| Last name | ···· | Black | Changed |
| Date of birth | 10/13/1962 | 1962-10-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-99272-93 | UHC-99272-93 | Unchanged |
| SSN | •••-••-4866 | •••-••-4866 | Unchanged |
| Phone | ·(342) 556-9863 | 3425569863 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | null | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-3200 | GRP-3200 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- thomas|black
- Address key
- —
- Canonical first
- thomas
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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-121975 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416731 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57362 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000121
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Thomas Black, 1962-10-13, 4 records, Verified
Evidence
Matched against ENR-121975
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaca62495e42026-10-19 19:54:38, matching_agentidentity id MBR-000121, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121975
- Record linked automatically5d83805ce52026-10-19 19:52:08, matching_agentidentity id MBR-000121, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121975
- Record linked automatically658daa323b2026-10-19 19:45:41, matching_agentidentity id MBR-000121, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121975
- Record linked automatically32a9d03a232026-10-19 19:32:30, matching_agentidentity id MBR-000121, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121975
- Record linked automaticallyd03275aa972026-10-19 19:31:28, scoring_agentidentity id MBR-023365, confidence 1, method probabilistic, matched record TPA-57310, policy version 1