Record, CLM, bronze and silver
CLM-415704
Received 2026-04-23T15:06:27Z, line 58,040 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 | Williams, Juan | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Williams | Changed |
| Date of birth | ·19501124 | 1950-11-24 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 257-287-1449 | 2572871449 | Parsed |
| - | — | Cleared | |
| Address | 8198 Lincoln Way | 8198 Lincoln Way | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85279 | 85279 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- juan|williams
- Address key
- 8198|lincoln|85279
- Canonical first
- juan
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-415705 | 1.00 | Scored | — | Auto-linked |
| ENR-120676 | 1.00 | Scored | — | Auto-linked |
| CLM-415703 | 1.00 | Scored | — | Auto-linked |
| TPA-56871 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019216
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Williams, 1950-11-24, 5 records, Verified
Evidence
Matched against ENR-120676
| 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 automatically1a95375fa92026-10-19 19:54:38, scoring_agentidentity id MBR-019216, confidence 1, method probabilistic, matched record ENR-120676, policy version 1
- Record linked automatically4e57daabca2026-10-19 19:52:09, scoring_agentidentity id MBR-019216, confidence 1, method probabilistic, matched record ENR-120676, policy version 1
- Record linked automatically7f3bc2b9972026-10-19 19:45:42, scoring_agentidentity id MBR-019216, confidence 1, method probabilistic, matched record ENR-120676, policy version 1
- Record linked automaticallyf3796622582026-10-19 19:32:31, scoring_agentidentity id MBR-019216, confidence 1, method probabilistic, matched record ENR-120676, policy version 1
- Record linked automaticallycdfa37c8552026-10-19 19:31:28, matching_agentidentity id MBR-007635, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24605