Record, CLM, bronze and silver
CLM-427428
Received 2026-07-15T00:49:21Z, line 40,965 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 | BRIAN | Brian | Changed |
| Middle | F | F | Unchanged |
| Last name | THOMAS | Thomas | Changed |
| Date of birth | 12/2/1956 | 1956-12-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC0767291·· | UHC-07672-91 | Parsed |
| SSN | null·· | — | Cleared |
| Phone | (809) 383-7394 | 8093837394 | Parsed |
| NULL | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | UNKNOWN·· | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.88
- Name key
- brian|thomas
- Address key
- —
- Canonical first
- brian
Quality flags
6 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)
- 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
- 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-135941 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427427 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038451
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Brian Thomas, 1956-12-02, 3 records, Verified
Evidence
Matched against ENR-135941
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automatically7b3d9423c12026-10-22 12:43:55, matching_agentidentity id MBR-038451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135941
- Record linked automatically81c78529812026-10-19 19:54:39, matching_agentidentity id MBR-038451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135941
- Record linked automatically023a06b4052026-10-19 19:52:09, matching_agentidentity id MBR-038451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135941
- Record linked automatically049538c3d12026-10-19 19:45:42, matching_agentidentity id MBR-038451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135941
- Record linked automatically9066931c9d2026-10-19 19:32:31, matching_agentidentity id MBR-038451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135941
- Record linked automatically50910080ca2026-10-19 19:31:28, scoring_agentidentity id MBR-013129, confidence 1, method probabilistic, matched record ENR-136312, policy version 1