Record, CLM, bronze and silver
CLM-412333
Received 2026-02-15T02:56:56Z, line 93,002 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 | KEITH | Keith | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 1941-01-01 | 1941-01-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-7360 | •••-••-7360 | Unchanged |
| Phone | — | — | Unchanged |
| N/A·· | — | Cleared | |
| Address | ·1076 Apache Blvd | 1076 Apache Blvd | Changed |
| City | SACRAMENTO | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95814 | 95814 | Unchanged |
| Group | GRP-5117 | GRP-5117 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- keith|mcdonald
- Address key
- 1076|apache|95814
- Canonical first
- keith
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- 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-55432 | 1.00 | Scored | — | Auto-linked |
| ENR-116223 | 1.00 | Scored | — | Auto-linked |
| PRV-23561 | 1.00 | Scored | — | Auto-linked |
| CLM-412334 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-116222 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001232
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Keith McDonald, 1941-01-01, 6 records, Verified
Evidence
Matched against PRV-23561
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7dab33c4a52026-10-19 19:54:38, scoring_agentidentity id MBR-001232, confidence 1, method probabilistic, matched record PRV-23561, policy version 1
- Record linked automatically55ab09b5b22026-10-19 19:52:08, scoring_agentidentity id MBR-001232, confidence 1, method probabilistic, matched record PRV-23561, policy version 1
- Record linked automaticallya77278b7f12026-10-19 19:45:41, scoring_agentidentity id MBR-001232, confidence 1, method probabilistic, matched record PRV-23561, policy version 1
- Record linked automaticallyf2a93217772026-10-19 19:32:31, scoring_agentidentity id MBR-001232, confidence 1, method probabilistic, matched record PRV-23561, policy version 1
- Record linked automatically1b4af4e9792026-10-19 19:31:28, scoring_agentidentity id MBR-012721, confidence 0.995, method probabilistic, matched record TPA-55445, policy version 1