Record, CLM, bronze and silver
CLM-401678
Received 2026-09-14T17:13:19Z, line 39,497 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 | NICOLE | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | RYOS·· | Ryos | Changed |
| Date of birth | 1979-03-27 | 1979-03-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (792) 487-5265 | 7924875265 | Parsed |
| - | — | Cleared | |
| Address | 5521 HILLCREST ROAD | 5521 Hillcrest Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93726 | 93726 | Unchanged |
| Group | GRP-6804 | GRP-6804 | Unchanged |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.74
- Name key
- nicole|ryos
- Address key
- 5521|hillcrest|93726
- Canonical first
- nicole
Quality flags
7 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
- 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
- Plan code upper-casedPlan 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-102188 | 0.97 | Scored | — | Auto-linked |
| CLM-401679 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008413
- Method
- Scored
- Confidence
- 0.97
- Rule
- weighted score, no rule
Golden record: Nicole Rios, 1979-03-27, 3 records, Verified
Evidence
Matched against ENR-102188
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.91 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6f3a47bb2e2026-10-22 12:43:54, scoring_agentidentity id MBR-008413, confidence 0.972, method probabilistic, matched record ENR-102188, policy version 1
- Record linked automaticallya7cd28d8fd2026-10-19 19:54:38, scoring_agentidentity id MBR-008413, confidence 0.972, method probabilistic, matched record ENR-102188, policy version 1
- Record linked automatically43f9d7dca12026-10-19 19:52:09, scoring_agentidentity id MBR-008413, confidence 0.972, method probabilistic, matched record ENR-102188, policy version 1
- Record linked automaticallye4c16723a72026-10-19 19:45:42, scoring_agentidentity id MBR-008413, confidence 0.972, method probabilistic, matched record ENR-102188, policy version 1
- Record linked automaticallydfc0e8a9852026-10-19 19:32:31, scoring_agentidentity id MBR-008413, confidence 0.972, method probabilistic, matched record ENR-102188, policy version 1
- Record linked automatically3e9f16386f2026-10-19 19:31:28, matching_agentidentity id MBR-002586, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401677