Record, CLM, bronze and silver
CLM-431972
Received 2026-04-04T15:55:48Z, line 3,442 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 | STEPHENS | Stephens | Changed |
| Middle | — | — | Unchanged |
| Last name | ETHAN | Ethan | Changed |
| Date of birth | ·1980-08-04 | 1980-08-04 | Parsed |
| Gender | Male·· | M | Parsed |
| Member ID | UHC-27099-22 | UHC-27099-22 | Unchanged |
| SSN | null | — | Cleared |
| Phone | (370) 951-0533 | 3709510533 | Parsed |
| — | — | Unchanged | |
| Address | 9299 Forest Ave #210 | 9299 Forest Ave # 210 | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-5739 | GRP-5739 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.36
- Name key
- stephens|ethan
- Address key
- 9299|forest|fresno
- Canonical first
- stephens
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-141954 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431973 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023990
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ethan Stephens, 1980-08-04, 3 records, Verified
Evidence
Matched against ENR-141954
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd19921199c2026-10-19 19:54:38, matching_agentidentity id MBR-023990, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141954
- Record linked automatically8eafa17fb42026-10-19 19:52:09, matching_agentidentity id MBR-023990, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141954
- Record linked automatically4ee525d7f22026-10-19 19:45:42, matching_agentidentity id MBR-023990, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141954
- Record linked automatically76790623c02026-10-19 19:32:31, matching_agentidentity id MBR-023990, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141954
- Record linked automatically17497abc1b2026-10-19 19:31:28, scoring_agentidentity id MBR-009915, confidence 1, method probabilistic, matched record TPA-64000, policy version 1