Record, CLM, bronze and silver
CLM-414902
Received 2026-06-23T02:31:14Z, line 22,103 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 | GLOIA | Gloia | Changed |
| Middle | A. | A | Changed |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | 1948-12-13 | 1948-12-13 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-36381-18 | UHC-36381-18 | Unchanged |
| SSN | •••-••-2692 | •••-••-2692 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 242 Desert Sky Boulevard | 242 Desert Sky Blvd | Changed |
| City | DENVER | Denver | Changed |
| State | CO·· | CO | Changed |
| ZIP | 80223 | 80223 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- gloia|nguyen
- Address key
- 242|desert sky|80223
- Canonical first
- gloia
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-56571 | 0.99 | Scored | — | Auto-linked |
| ENR-119604 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414901 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-56570 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008314
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gloria Nguyen, 1948-12-13, 5 records, Verified
Evidence
Matched against TPA-56571
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1dd73d23112026-10-22 12:43:54, scoring_agentidentity id MBR-008314, confidence 0.994, method probabilistic, matched record TPA-56571, policy version 1
- Record linked automatically9044539f3d2026-10-19 19:54:38, scoring_agentidentity id MBR-008314, confidence 0.994, method probabilistic, matched record TPA-56571, policy version 1
- Record linked automaticallyff6f347a7e2026-10-19 19:52:09, scoring_agentidentity id MBR-008314, confidence 0.994, method probabilistic, matched record TPA-56571, policy version 1
- Record linked automatically4f8f9b6f852026-10-19 19:45:42, scoring_agentidentity id MBR-008314, confidence 0.994, method probabilistic, matched record TPA-56571, policy version 1
- Record linked automatically8d33f9d2652026-10-19 19:32:31, scoring_agentidentity id MBR-008314, confidence 0.994, method probabilistic, matched record TPA-56571, policy version 1
- Record linked automaticallye435c277362026-10-19 19:31:28, scoring_agentidentity id MBR-027859, confidence 0.875, method probabilistic, matched record ENR-119533, policy version 1