Record, CLM, bronze and silver
CLM-427962
Received 2026-10-12T09:21:02Z, line 73,759 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 | RALPH F | Ralph | Changed |
| Middle | — | F | Changed |
| Last name | HARPER | Harper | Changed |
| Date of birth | 13-03-2008 | 2008-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-54586-42 | UHC-54586-42 | Unchanged |
| SSN | •••-••-7561 | •••-••-7561 | Unchanged |
| Phone | (602) 880-4067 | 6028804067 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | - | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-3520 | GRP-3520 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- ralph|harper
- Address key
- —
- Canonical first
- ralph
Quality flags
5 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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-136659 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037384
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ralph Harper, 2008-03-13, 2 records, Verified
Evidence
Matched against ENR-136659
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automatically6d71dd5ed62026-10-19 19:54:39, matching_agentidentity id MBR-037384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136659
- Record linked automatically58e29e41322026-10-19 19:52:09, matching_agentidentity id MBR-037384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136659
- Record linked automatically47b1cbfad72026-10-19 19:45:42, matching_agentidentity id MBR-037384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136659
- Record linked automatically6b050c066b2026-10-19 19:32:31, matching_agentidentity id MBR-037384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136659
- Record linked automatically7ef29457fe2026-10-19 19:31:28, matching_agentidentity id MBR-025704, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62288