Record, CLM, bronze and silver
CLM-431841
Received 2026-06-15T17:41:51Z, line 45,894 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 | JUAN | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | ·WILLIAMS | Williams | Changed |
| Date of birth | 04-08-1981 | 1981-08-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 843-232-7017 | 8432327017 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7824 Sunset Boulevard | 7824 Sunset Blvd | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90049 | 90049 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- juan|williams
- Address key
- 7824|sunset|90049
- Canonical first
- juan
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-431842 | 1.00 | Scored | — | Auto-linked |
| ENR-141780 | 1.00 | Scored | — | Auto-linked |
| TPA-64041 | 1.00 | Scored | — | Auto-linked |
| CLM-431843 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035022
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Williams, 1981-08-04, 5 records, Verified
Evidence
Matched against CLM-431842
| 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
6 hash-chained entries for this record
- Record linked automatically016a190ab52026-10-22 12:43:55, scoring_agentidentity id MBR-035022, confidence 1, method probabilistic, matched record CLM-431842, policy version 1
- Record linked automatically34def9089c2026-10-19 19:54:39, scoring_agentidentity id MBR-035022, confidence 1, method probabilistic, matched record CLM-431842, policy version 1
- Record linked automatically93640868bd2026-10-19 19:52:09, scoring_agentidentity id MBR-035022, confidence 1, method probabilistic, matched record CLM-431842, policy version 1
- Record linked automatically578e82fa262026-10-19 19:45:42, scoring_agentidentity id MBR-035022, confidence 1, method probabilistic, matched record CLM-431842, policy version 1
- Record linked automatically8a061ff68b2026-10-19 19:32:31, scoring_agentidentity id MBR-035022, confidence 1, method probabilistic, matched record CLM-431842, policy version 1
- Record linked automaticallyb458afe5a12026-10-19 19:31:28, matching_agentidentity id MBR-011950, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-142033