Record, CLM, bronze and silver
CLM-405748
Received 2026-05-15T21:54:28Z, line 82,590 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 | Jacob | Jacob | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1949-07-03 | 1949-07-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7013 | •••-••-7013 | Parsed |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.82
- Name key
- jacob|obrien
- Address key
- —
- Canonical first
- jacob
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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 |
|---|---|---|---|---|
| TPA-52534 | 0.98 | Scored | — | Auto-linked |
| ENR-107550 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-21673 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004420
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Jacob Obrien, 1949-07-03, 4 records, Verified
Evidence
Matched against TPA-52534
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically6946ca976c2026-10-19 19:54:38, scoring_agentidentity id MBR-004420, confidence 0.982, method probabilistic, matched record TPA-52534, policy version 1
- Record linked automatically28c99c876c2026-10-19 19:52:08, scoring_agentidentity id MBR-004420, confidence 0.982, method probabilistic, matched record TPA-52534, policy version 1
- Record linked automatically056e48b3142026-10-19 19:45:42, scoring_agentidentity id MBR-004420, confidence 0.982, method probabilistic, matched record TPA-52534, policy version 1
- Record linked automaticallycdfe0a81192026-10-19 19:32:31, scoring_agentidentity id MBR-004420, confidence 0.982, method probabilistic, matched record TPA-52534, policy version 1
- Record linked automatically149c1c5f3d2026-10-19 19:31:28, matching_agentidentity id MBR-013811, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107517