Record, CLM, bronze and silver
CLM-400454
Received 2026-04-19T06:51:07Z, line 33,115 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Chen | Chen | Unchanged |
| Date of birth | 1978-03-01 | 1978-03-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | (914) 806-4077 | 9148064077 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4532 APACHE BLVD | 4532 Apache Blvd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85240 | 85240 | Unchanged |
| Group | GRP-8121 | GRP-8121 | Unchanged |
| Plan | medicare-adv-b·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.76
- Name key
- nicole|chen
- Address key
- 4532|apache|85240
- Canonical first
- nicole
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
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-cased
- 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-100621 | 1.00 | Scored | — | Auto-linked |
| CLM-400456 | 1.00 | Scored | — | Auto-linked |
| CLM-400455 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024627
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Chen, 1978-03-01, 3 records, Verified
Evidence
Matched against CLM-400456
| 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 automaticallybf0764cdcf2026-10-22 12:43:54, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400456, policy version 1
- Record linked automaticallyeea4847e062026-10-19 19:54:38, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400456, policy version 1
- Record linked automatically347dd740082026-10-19 19:52:09, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400456, policy version 1
- Record linked automaticallyfd0ae0bac62026-10-19 19:45:42, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400456, policy version 1
- Record linked automatically61c1d795082026-10-19 19:32:31, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400456, policy version 1
- Record linked automaticallyc9fed25ae72026-10-19 19:31:28, matching_agentidentity id MBR-009398, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100662