Record, CLM, bronze and silver
CLM-429907
Received 2026-01-11T14:30:00Z, line 50,056 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 | Carlsun, John | John | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Carlsun | Changed |
| Date of birth | 1965-03-06 | 1965-03-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 15657975753 | 5657975753 | Parsed |
| null | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-1434 | GRP-1434 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.82
- Name key
- john|carlsun
- Address key
- —
- Canonical first
- john
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-429906 | 0.99 | Scored | — | Auto-linked |
| ENR-139220 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003397
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: John Carlson, 1965-03-06, 3 records, Verified
Evidence
Matched against CLM-429906
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically7e6cfc67442026-10-22 12:43:53, scoring_agentidentity id MBR-003397, confidence 0.986, method probabilistic, matched record CLM-429906, policy version 1
- Record linked automatically04298cd6312026-10-19 19:54:38, scoring_agentidentity id MBR-003397, confidence 0.986, method probabilistic, matched record CLM-429906, policy version 1
- Record linked automaticallyd69a8f7bf42026-10-19 19:52:08, scoring_agentidentity id MBR-003397, confidence 0.986, method probabilistic, matched record CLM-429906, policy version 1
- Record linked automatically7ca01f2f362026-10-19 19:45:41, scoring_agentidentity id MBR-003397, confidence 0.986, method probabilistic, matched record CLM-429906, policy version 1
- Record linked automaticallydd316c6d372026-10-19 19:32:31, scoring_agentidentity id MBR-003397, confidence 0.986, method probabilistic, matched record CLM-429906, policy version 1
- Record linked automaticallyf9f421af972026-10-19 19:31:28, scoring_agentidentity id MBR-020440, confidence 1, method probabilistic, matched record PRV-28776, policy version 1