Record, CLM, bronze and silver
CLM-423074
Received 2026-02-27T13:55:59Z, line 64,586 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Shirley | Shirley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1969-06-05 | 1969-06-05 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 14902453616·· | 4902453616 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-4111 | GRP-4111 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- shirley|obrien
- Address key
- —
- Canonical first
- shirley
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-423073 | 1.00 | Scored | — | Auto-linked |
| CLM-423072 | 1.00 | Scored | — | Auto-linked |
| CLM-423075 | 0.83 | Scored | — | Sent to steward |
| TPA-60138 | 0.83 | Scored | — | Sent to steward |
| ENR-128050 | 0.60 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003413
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Obrien, 1969-06-05, 5 records, Verified
Evidence
Matched against CLM-423072
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc8eac223682026-10-19 19:54:38, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automaticallyafc2a3da412026-10-19 19:52:08, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automatically873265800a2026-10-19 19:45:41, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automatically97e0a085ae2026-10-19 19:32:31, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automatically34d3e062b62026-10-19 19:31:28, matching_agentidentity id MBR-041279, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130393