Record, CLM, bronze and silver
CLM-428519
Received 2026-10-13T08:15:49Z, line 46,926 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 | Long, Carolyn | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Long | Changed |
| Date of birth | Sep 13, 1953 | 1953-09-13 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 17446688772 | 7446688772 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | ···· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- carolyn|long
- Address key
- —
- Canonical first
- carolyn
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-137425 | 0.98 | Scored | — | Auto-linked |
| CLM-428518 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023875
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Carolyn Log, 1953-09-13, 3 records, Verified
Evidence
Matched against ENR-137425
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automatically711c6a45702026-10-22 12:43:54, scoring_agentidentity id MBR-023875, confidence 0.984, method probabilistic, matched record ENR-137425, policy version 1
- Record linked automaticallyaa6d5472912026-10-19 19:54:38, scoring_agentidentity id MBR-023875, confidence 0.984, method probabilistic, matched record ENR-137425, policy version 1
- Record linked automatically8ffd43b8882026-10-19 19:52:09, scoring_agentidentity id MBR-023875, confidence 0.984, method probabilistic, matched record ENR-137425, policy version 1
- Record linked automatically1606ba07882026-10-19 19:45:42, scoring_agentidentity id MBR-023875, confidence 0.984, method probabilistic, matched record ENR-137425, policy version 1
- Record linked automatically9b05aa13302026-10-19 19:32:31, scoring_agentidentity id MBR-023875, confidence 0.984, method probabilistic, matched record ENR-137425, policy version 1
- Record linked automatically4dd36635bc2026-10-19 19:31:28, scoring_agentidentity id MBR-006664, confidence 0.874, method probabilistic, matched record ENR-137663, policy version 1