Record, CLM , bronze and silver
CLM-400220
Received 2026-09-20T13:08:23Z, line 24,131 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Carol | Carol | Unchanged |
| Middle | B | B | Unchanged |
| Last name | ·Munoz | Munoz | Changed |
| Date of birth | 19900320 | 1990-03-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0570 | •••-••-0570 | Unchanged |
| Phone | 969.743.3107 | 9697433107 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | NULL | — | Cleared |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-6685 | GRP-6685 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- carol|munoz
- Address key
- —
- Canonical first
- carol
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-400219 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-043959
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Carol Munoz, 1990-03-20, 2 records, Verified
Evidence
Matched against CLM-400219
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye6650207652026-10-19 19:54:39, matching_agentidentity id MBR-043959, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400219
- Record linked automaticallyec7f6ed36d2026-10-19 19:52:09, matching_agentidentity id MBR-043959, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400219
- Record linked automatically660c4f1bf32026-10-19 19:45:42, matching_agentidentity id MBR-043959, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400219
- Record linked automaticallyb9f5ec704f2026-10-19 19:32:31, matching_agentidentity id MBR-043959, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400219
- Record linked automatically59c5f47bd32026-10-19 19:31:28, matching_agentidentity id MBR-011355, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400221