Record, CLM, bronze and silver
CLM-410094
Received 2026-01-28T11:30:06Z, line 75,269 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nguyen | Nguyen | Unchanged |
| Date of birth | 2005-12-28 | 2005-12-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 903-644-6652 | 9036446652 | Parsed |
| null | — | Cleared | |
| Address | 2586 INDIAN SCHOOL ROAD | 2586 Indian School Rd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | ca | CA | Changed |
| ZIP | 95836 | 95836 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- emily|nguyen
- Address key
- 2586|indian school|95836
- Canonical first
- emily
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- State code upper-casedTwo-letter state code upper-cased
- 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-113305 | 1.00 | Scored | — | Auto-linked |
| ENR-113306 | 1.00 | Scored | — | Auto-linked |
| PRV-22930 | 1.00 | Scored | — | Auto-linked |
| PRV-22931 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003371
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Nguyen, 2005-12-28, 5 records, Verified
Evidence
Matched against PRV-22931
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallydc22d07e982026-10-19 19:54:38, scoring_agentidentity id MBR-003371, confidence 1, method probabilistic, matched record PRV-22931, policy version 1
- Record linked automaticallydc005563dc2026-10-19 19:52:08, scoring_agentidentity id MBR-003371, confidence 1, method probabilistic, matched record PRV-22931, policy version 1
- Record linked automatically9ac92c97aa2026-10-19 19:45:41, scoring_agentidentity id MBR-003371, confidence 1, method probabilistic, matched record PRV-22931, policy version 1
- Record linked automaticallydbc8c7fe372026-10-19 19:32:31, scoring_agentidentity id MBR-003371, confidence 1, method probabilistic, matched record PRV-22931, policy version 1
- Record linked automatically49ffb6d3332026-10-19 19:31:28, matching_agentidentity id MBR-012313, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113342