Record, CLM, bronze and silver
CLM-427643
Received 2026-02-15T00:44:29Z, line 6,824 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 | Ross, Gary | Gary | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ross | Changed |
| Date of birth | 1970-06-13 | 1970-06-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2387 | •••-••-2387 | Unchanged |
| Phone | (801) 534-0747 | 8015340747 | Parsed |
| — | — | Unchanged | |
| Address | 6125 Sunset Blvd | 6125 Sunset Blvd | Unchanged |
| City | Columbus | Columbus | Unchanged |
| State | ·OH | OH | Changed |
| ZIP | 43268 | 43268 | Unchanged |
| Group | GRP-6674 | GRP-6674 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- gary|ross
- Address key
- 6125|sunset|43268
- Canonical first
- gary
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-28100 | 0.97 | Scored | — | Auto-linked |
| ENR-136235 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013148
- Method
- Scored
- Confidence
- 0.97
- Rule
- weighted score, no rule
Golden record: Gary Ross, 1970-06-13, 3 records, Verified
Evidence
Matched against PRV-28100
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically883f27ac512026-10-19 19:54:38, scoring_agentidentity id MBR-013148, confidence 0.974, method probabilistic, matched record PRV-28100, policy version 1
- Record linked automatically72dc24b5f82026-10-19 19:52:09, scoring_agentidentity id MBR-013148, confidence 0.974, method probabilistic, matched record PRV-28100, policy version 1
- Record linked automatically6ee8260f8b2026-10-19 19:45:42, scoring_agentidentity id MBR-013148, confidence 0.974, method probabilistic, matched record PRV-28100, policy version 1
- Record linked automaticallycff6ae6b3d2026-10-19 19:32:31, scoring_agentidentity id MBR-013148, confidence 0.974, method probabilistic, matched record PRV-28100, policy version 1
- Record linked automaticallya6bb65167f2026-10-19 19:31:28, matching_agentidentity id MBR-019318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427644