Record, CLM, bronze and silver
CLM-410404
Received 2026-05-27T15:37:09Z, line 14,954 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 | Smith, Debbie | Debbie | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Smith | Changed |
| Date of birth | ·Feb 11, 1955 | 1955-02-11 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-06521-05 | UHC-06521-05 | Unchanged |
| SSN | •••-••-9405 | •••-••-9405 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 805 Market St | 805 Market St | Unchanged |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75081-0636 | 75081 | Changed |
| Group | GRP-6888 | GRP-6888 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.66
- Name key
- deborah|smith
- Address key
- 805|market|75081
- Canonical first
- deborah
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)
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-113669 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113670 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410405 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-425486 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003042
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Smith, 1955-02-11, 4 records, Verified
Evidence
Matched against ENR-113670
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automaticallyd0aeaec8302026-10-19 19:54:38, matching_agentidentity id MBR-003042, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113670
- Record linked automatically0ffc1cae8f2026-10-19 19:52:08, matching_agentidentity id MBR-003042, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113670
- Record linked automaticallyd6d05fe1ec2026-10-19 19:45:41, matching_agentidentity id MBR-003042, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113670
- Record linked automatically2a152d68d02026-10-19 19:32:31, matching_agentidentity id MBR-003042, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113670
- Record linked automaticallye2609b4f542026-10-19 19:31:28, matching_agentidentity id MBR-006381, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410403