Record, CLM , bronze and silver
CLM-429738
Received 2026-02-17T17:16:18Z, line 68,634 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Nguyen, Austin | Austin | Changed |
| Middle | L | L | Unchanged |
| Last name | — | Nguyen | Changed |
| Date of birth | ·26-12-1939 | 1939-12-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-66691-05 | UHC-66691-05 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (316) 895-2643 | 3168952643 | Parsed |
| null | — | Cleared | |
| Address | ·UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-2050 | GRP-2050 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- austin|nguyen
- Address key
- —
- Canonical first
- austin
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-429739 | 1.00 | Scored | — | Auto-linked |
| ENR-139006 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28703 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013844
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Austin Nguyen, 1939-12-26, 4 records, Verified
Evidence
Matched against CLM-429739
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallye36eba72c02026-10-22 12:43:54, scoring_agentidentity id MBR-013844, confidence 1, method probabilistic, matched record CLM-429739, policy version 1
- Record linked automatically8f724908c92026-10-19 19:54:38, scoring_agentidentity id MBR-013844, confidence 1, method probabilistic, matched record CLM-429739, policy version 1
- Record linked automatically7f1653d2b32026-10-19 19:52:09, scoring_agentidentity id MBR-013844, confidence 1, method probabilistic, matched record CLM-429739, policy version 1
- Record linked automatically36911a974d2026-10-19 19:45:42, scoring_agentidentity id MBR-013844, confidence 1, method probabilistic, matched record CLM-429739, policy version 1
- Record linked automaticallyf1941403382026-10-19 19:32:31, scoring_agentidentity id MBR-013844, confidence 1, method probabilistic, matched record CLM-429739, policy version 1
- Record linked automatically599b62b01b2026-10-19 19:31:28, matching_agentidentity id MBR-028027, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139277