Record, CLM, bronze and silver
CLM-400456
Received 2026-04-08T06:22:25Z, line 88,272 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 | UHC3264330·· | UHC-32643-30 | Parsed |
| SSN | null | — | Cleared |
| Phone | (914) 806-4077 | 9148064077 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-8121 | GRP-8121 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- nicole|chen
- Address key
- —
- Canonical first
- nicole
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-400454 | 1.00 | Scored | — | Auto-linked |
| ENR-100621 | 0.99 | Rule | D1 member id + dob exact | 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-400454
| 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 automaticallyd927daf5722026-10-22 12:43:54, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400454, policy version 1
- Record linked automatically7fe247b7342026-10-19 19:54:38, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400454, policy version 1
- Record linked automatically97b4a021c02026-10-19 19:52:09, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400454, policy version 1
- Record linked automatically80b5a97ceb2026-10-19 19:45:42, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400454, policy version 1
- Record linked automatically975b41cc5d2026-10-19 19:32:31, scoring_agentidentity id MBR-024627, confidence 1, method probabilistic, matched record CLM-400454, policy version 1
- Record linked automatically37fbf6fa0c2026-10-19 19:31:28, matching_agentidentity id MBR-038074, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100665