Record, CLM, bronze and silver
CLM-427073
Received 2026-01-24T23:11:34Z, line 55,243 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 | Deborah | Deborah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1991-02-05 | 1991-02-05 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-1467 | •••-••-1467 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 6867 Main St | 6867 Main St | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90099 | 90099 | Unchanged |
| Group | GRP-7916 | GRP-7916 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.96
- Name key
- deborah|obrien
- Address key
- 6867|main|90099
- Canonical first
- deborah
Quality flags
2 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| CLM-427072 | 1.00 | Scored | — | Auto-linked |
| CLM-427074 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-135507 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-61951 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002791
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Obrien, 1991-02-05, 5 records, Verified
Evidence
Matched against CLM-427072
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically75a21c61f32026-10-19 19:54:38, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
- Record linked automaticallyea92c2a8892026-10-19 19:52:08, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
- Record linked automaticallyb058caed002026-10-19 19:45:41, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
- Record linked automaticallyceb86de3c12026-10-19 19:32:31, scoring_agentidentity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
- Record linked automatically5aab2ce6302026-10-19 19:31:28, matching_agentidentity id MBR-019092, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135817