Record, CLM , bronze and silver
CLM-403010
Received 2026-09-08T12:58:44Z, line 91,469 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | DENNIS | Dennis | Changed |
| Middle | — | — | Unchanged |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | 08/27/00 | 2000-08-27 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC5525288 | UHC-55252-88 | Parsed |
| SSN | •••-••-0310 | •••-••-0310 | Unchanged |
| Phone | 945-565-6377 | 9455656377 | Parsed |
| NULL | — | Cleared | |
| Address | ·2025 WILLOW CT | 2025 Willow Ct | Changed |
| City | ·Nashville | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37224 | 37224 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.46
- Name key
- dennis|nguyen
- Address key
- 2025|willow|37224
- Canonical first
- dennis
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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 |
|---|---|---|---|---|
| CLM-403011 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103899 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028971
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Dennis Nguyen, 2000-08-27, 3 records, Verified
Evidence
Matched against ENR-103899
| 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 | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically84c9be0b7a2026-10-19 19:54:38, matching_agentidentity id MBR-028971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103899
- Record linked automaticallycfe2724ad82026-10-19 19:52:09, matching_agentidentity id MBR-028971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103899
- Record linked automaticallyda85eaf3d72026-10-19 19:45:42, matching_agentidentity id MBR-028971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103899
- Record linked automatically31492a7e282026-10-19 19:32:31, matching_agentidentity id MBR-028971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103899
- Record linked automatically5bce70b6542026-10-19 19:31:28, matching_agentidentity id MBR-018961, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403011