Record, CLM, bronze and silver
CLM-405251
Received 2026-06-13T09:14:53Z, line 80,361 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 | Nichols, Randy | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nichols | Changed |
| Date of birth | 2004-09-25 | 2004-09-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| RANDY.NICHOLS@YAHOO.COM | randy.nichols@yahoo.com | Changed | |
| Address | NULL | — | Cleared |
| City | UNKNOWN·· | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-8506 | GRP-8506 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.80
- Name key
- randy|nichols
- Address key
- —
- Canonical first
- randy
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
- Email lower-casedEmail lower-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-106881 | 1.00 | Scored | — | Auto-linked |
| TPA-52304 | 0.83 | Scored | — | Sent to steward |
| PRV-26755 | 0.64 | Scored | — | Sent to steward |
| ENR-129866 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014152
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Nichols, 2004-09-25, 3 records, Verified
Evidence
Matched against ENR-106881
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically09214e57be2026-10-22 12:43:54, scoring_agentidentity id MBR-014152, confidence 1, method probabilistic, matched record ENR-106881, policy version 1
- Record linked automatically7c430740aa2026-10-19 19:54:38, scoring_agentidentity id MBR-014152, confidence 1, method probabilistic, matched record ENR-106881, policy version 1
- Record linked automaticallya30688dabb2026-10-19 19:52:09, scoring_agentidentity id MBR-014152, confidence 1, method probabilistic, matched record ENR-106881, policy version 1
- Record linked automatically6c0502468a2026-10-19 19:45:42, scoring_agentidentity id MBR-014152, confidence 1, method probabilistic, matched record ENR-106881, policy version 1
- Record linked automaticallyc92eef36542026-10-19 19:32:31, scoring_agentidentity id MBR-014152, confidence 1, method probabilistic, matched record ENR-106881, policy version 1