Record, CLM, bronze and silver
CLM-411837
Received 2026-01-13T06:45:54Z, line 93,523 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 | SARAH | Sarah | Changed |
| Middle | — | — | Unchanged |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | 2004-01-18 | 2004-01-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0479 | •••-••-0479 | Parsed |
| Phone | ·(814) 624-1762 | 8146241762 | Parsed |
| N/A | — | Cleared | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-8645 | GRP-8645 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.92
- Name key
- sarah|nguyen
- Address key
- —
- Canonical first
- sarah
Quality flags
4 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
- 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-411835 | 1.00 | Scored | — | Auto-linked |
| CLM-411836 | 1.00 | Scored | — | Auto-linked |
| CLM-411833 | 1.00 | Scored | — | Auto-linked |
| CLM-411834 | 1.00 | Scored | — | Auto-linked |
| ENR-115601 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411838 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003899
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Nguyen, 2004-01-18, 7 records, Verified
Evidence
Matched against CLM-411835
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb5df2b03182026-10-19 19:54:38, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411835, policy version 1
- Record linked automaticallycc54e2b3d22026-10-19 19:52:08, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411835, policy version 1
- Record linked automaticallyd09f5fadd52026-10-19 19:45:42, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411835, policy version 1
- Record linked automaticallyfc43bcb6062026-10-19 19:32:31, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411835, policy version 1
- Record linked automaticallyf478ec01dc2026-10-19 19:31:28, matching_agentidentity id MBR-003583, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411836