Record, CLM, bronze and silver
CLM-428010
Received 2026-02-19T03:17:04Z, line 35,760 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 | Williams | Changed |
| Middle | J | J | Unchanged |
| Last name | MICHAEL | Michael | Changed |
| Date of birth | Nov 18, 1957 | 1957-11-18 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 786 701 1267 | 7867011267 | Parsed |
| NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null·· | — | Cleared |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.92
- Name key
- williams|michael
- Address key
- —
- Canonical first
- williams
Quality flags
4 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
- 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-428011 | 0.98 | Scored | — | Auto-linked |
| ENR-136724 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014203
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Michael Williams, 1957-11-18, 3 records, Verified
Evidence
Matched against CLM-428011
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically97cc7a8ab52026-10-22 12:43:54, scoring_agentidentity id MBR-014203, confidence 0.98, method probabilistic, matched record CLM-428011, policy version 1
- Record linked automatically829c0d90892026-10-19 19:54:38, scoring_agentidentity id MBR-014203, confidence 0.98, method probabilistic, matched record CLM-428011, policy version 1
- Record linked automatically664c4273802026-10-19 19:52:09, scoring_agentidentity id MBR-014203, confidence 0.98, method probabilistic, matched record CLM-428011, policy version 1
- Record linked automatically8c6e55e2922026-10-19 19:45:42, scoring_agentidentity id MBR-014203, confidence 0.98, method probabilistic, matched record CLM-428011, policy version 1
- Record linked automatically076034f3202026-10-19 19:32:31, scoring_agentidentity id MBR-014203, confidence 0.98, method probabilistic, matched record CLM-428011, policy version 1
- Record linked automatically612513d6e12026-10-19 19:31:28, matching_agentidentity id MBR-011736, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-137044