Record, CLM, bronze and silver
CLM-424073
Received 2026-07-13T00:54:10Z, line 68,341 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JUSTIN | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | 1980-03-09·· | 1980-03-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-22721-48 | UHC-22721-48 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (953) 264-1547·· | 9532641547 | Parsed |
| null | — | Cleared | |
| Address | 6948 Mesa Drive | 6948 Mesa Dr | Changed |
| City | PLANO | Plano | Changed |
| State | Texas | TX | Changed |
| ZIP | ·75006-7738 | 75006 | Changed |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.46
- Name key
- justin|williams
- Address key
- 6948|mesa|75006
- Canonical first
- justin
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-131473 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038230
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Justin Williams, 1980-03-09, 2 records, Verified
Evidence
Matched against ENR-131473
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically324e4c64f02026-10-19 19:54:39, matching_agentidentity id MBR-038230, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-131473
- Record linked automaticallybf1cf43bcb2026-10-19 19:52:09, matching_agentidentity id MBR-038230, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-131473
- Record linked automatically7171c39c272026-10-19 19:45:42, matching_agentidentity id MBR-038230, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-131473
- Record linked automatically1426367e3c2026-10-19 19:32:31, matching_agentidentity id MBR-038230, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-131473
- Record linked automaticallyd9481b828b2026-10-19 19:31:28, scoring_agentidentity id MBR-030701, confidence 1, method probabilistic, matched record ENR-131672, policy version 1