Record, CLM, bronze and silver
CLM-432116
Received 2026-01-10T08:02:29Z, line 42,362 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ANDREA | Andrea | Changed |
| Middle | J | J | Unchanged |
| Last name | GRAY | Gray | Changed |
| Date of birth | 1975-11-10 | 1975-11-10 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6867 | •••-••-6867 | Unchanged |
| Phone | ·· | — | Unchanged |
| NULL | — | Cleared | |
| Address | 1001 Broadway | 1001 Broadway | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | null | — | Cleared |
| Group | GRP-5175 | GRP-5175 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- andrea|gray
- Address key
- 1001|broadway|gilbert
- Canonical first
- andrea
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-432117 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-432115 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002472
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Andrea Gray, 1975-11-10, 3 records, Verified
Evidence
Matched against CLM-432117
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyaf434f2ada2026-10-22 12:43:53, matching_agentidentity id MBR-002472, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432117
- Record linked automatically1f8b674ee62026-10-19 19:54:38, matching_agentidentity id MBR-002472, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432117
- Record linked automaticallybd177447692026-10-19 19:52:08, matching_agentidentity id MBR-002472, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432117
- Record linked automatically328425a5472026-10-19 19:45:41, matching_agentidentity id MBR-002472, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432117
- Record linked automaticallyf4f79f02762026-10-19 19:32:31, matching_agentidentity id MBR-002472, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432117
- Record linked automatically8ea59eeafd2026-10-19 19:31:28, scoring_agentidentity id MBR-015324, confidence 1, method probabilistic, matched record CLM-432119, policy version 1