Record, CLM , bronze and silver
CLM-409148
Received 2026-02-21T17:42:30Z, line 31,797 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Nichos, Zachary | Zachary | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nichos | Changed |
| Date of birth | ·1973-09-11 | 1973-09-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 634-494-2060 | 6344942060 | Parsed |
| — | — | Unchanged | |
| Address | 7771 Harbor Blvd | 7771 Harbor Blvd | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30378 | 30378 | Unchanged |
| Group | GRP-6806 | GRP-6806 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- zachary|nichos
- Address key
- 7771|harbor|30378
- Canonical first
- zachary
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| PRV-22683 | 0.99 | Scored | — | Auto-linked |
| ENR-112074 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002111
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Zachary Nichols, 1973-09-11, 4 records, Verified
Evidence
Matched against PRV-22683
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye11b53ccb82026-10-22 12:43:53, scoring_agentidentity id MBR-002111, confidence 0.995, method probabilistic, matched record PRV-22683, policy version 1
- Record linked automaticallyaae52697cd2026-10-19 19:54:38, scoring_agentidentity id MBR-002111, confidence 0.995, method probabilistic, matched record PRV-22683, policy version 1
- Record linked automaticallyff669196d62026-10-19 19:52:08, scoring_agentidentity id MBR-002111, confidence 0.995, method probabilistic, matched record PRV-22683, policy version 1
- Record linked automatically59ef66c8732026-10-19 19:45:41, scoring_agentidentity id MBR-002111, confidence 0.995, method probabilistic, matched record PRV-22683, policy version 1
- Record linked automaticallyc3efafea162026-10-19 19:32:31, scoring_agentidentity id MBR-002111, confidence 0.995, method probabilistic, matched record PRV-22683, policy version 1
- Record linked automaticallycab23870e32026-10-19 19:31:28, matching_agentidentity id MBR-025283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112025