Record, CLM, bronze and silver
CLM-432420
Received 2026-03-09T11:31:14Z, line 12,031 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 | Barbara | Barbara | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 05-03-1953 | 1953-03-05 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-25443-03 | UHC-25443-03 | Unchanged |
| SSN | •••-••-0446 | •••-••-0446 | Unchanged |
| Phone | 907-730-0078 | 9077300078 | Parsed |
| null | — | Cleared | |
| Address | 8658 Mountain View Drive·· | 8658 Mountain View Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33174 | 33174 | Unchanged |
| Group | GRP-0914 | GRP-0914 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- barbara|nichols
- Address key
- 8658|mountain view|33174
- Canonical first
- barbara
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-432419 | 1.00 | Scored | — | Auto-linked |
| ENR-142568 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018489
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Nichols, 1953-03-05, 3 records, Verified
Evidence
Matched against CLM-432419
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyca493275922026-10-19 19:54:38, scoring_agentidentity id MBR-018489, confidence 1, method probabilistic, matched record CLM-432419, policy version 1
- Record linked automatically1755ebfff52026-10-19 19:52:09, scoring_agentidentity id MBR-018489, confidence 1, method probabilistic, matched record CLM-432419, policy version 1
- Record linked automatically93516fdd3a2026-10-19 19:45:42, scoring_agentidentity id MBR-018489, confidence 1, method probabilistic, matched record CLM-432419, policy version 1
- Record linked automaticallyfac007abed2026-10-19 19:32:31, scoring_agentidentity id MBR-018489, confidence 1, method probabilistic, matched record CLM-432419, policy version 1
- Record linked automatically0d166fb27e2026-10-19 19:31:28, matching_agentidentity id MBR-001502, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142741