Record, CLM, bronze and silver
CLM-421053
Received 2026-05-20T20:01:25Z, line 75,716 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 | Frank | Frank | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Howard | Howard | Unchanged |
| Date of birth | 1984-09-13 | 1984-09-13 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-75968-98 | UHC-75968-98 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 251.462.8449 | 2514628449 | Parsed |
| N/A | — | Cleared | |
| Address | 4846 Elm St | 4846 Elm St | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-6467 | GRP-6467 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.66
- Name key
- frank|howard
- Address key
- 4846|elm|glendale
- Canonical first
- frank
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-127642 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127643 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421051 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421052 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000609
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Howard, 1984-09-13, 5 records, Verified
Evidence
Matched against ENR-127642
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically228c2f93e52026-10-19 19:54:38, matching_agentidentity id MBR-000609, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127642
- Record linked automaticallya857886a182026-10-19 19:52:08, matching_agentidentity id MBR-000609, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127642
- Record linked automaticallyd996a1c8742026-10-19 19:45:41, matching_agentidentity id MBR-000609, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127642
- Record linked automatically89e7b9d9f22026-10-19 19:32:31, matching_agentidentity id MBR-000609, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127642
- Record linked automaticallya781f7d29a2026-10-19 19:31:28, scoring_agentidentity id MBR-016282, confidence 1, method probabilistic, matched record TPA-59188, policy version 1