Record, CLM, bronze and silver
CLM-407243
Received 2026-10-02T22:23:48Z, line 36,825 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 | VINCENT | Vincent | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | 28-09-1984 | 1984-09-28 | Parsed |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 823-850-4562 | 8238504562 | Parsed |
| — | — | Unchanged | |
| Address | 6977 Market Street | 6977 Market St | Changed |
| City | ·Tempe | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85225 | 85225 | Unchanged |
| Group | GRP-9640 | GRP-9640 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- vincent|johnston
- Address key
- 6977|market|85225
- Canonical first
- vincent
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 |
|---|---|---|---|---|
| ENR-109462 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012560
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Vincent Johnston, 1984-09-28, 2 records, Verified
Evidence
Matched against ENR-109462
| 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 automaticallye44cac23242026-10-22 12:43:54, scoring_agentidentity id MBR-012560, confidence 1, method probabilistic, matched record ENR-109462, policy version 1
- Record linked automaticallyfb6805c09f2026-10-19 19:54:38, scoring_agentidentity id MBR-012560, confidence 1, method probabilistic, matched record ENR-109462, policy version 1
- Record linked automaticallybae4c225d92026-10-19 19:52:09, scoring_agentidentity id MBR-012560, confidence 1, method probabilistic, matched record ENR-109462, policy version 1
- Record linked automatically47e1baa4902026-10-19 19:45:42, scoring_agentidentity id MBR-012560, confidence 1, method probabilistic, matched record ENR-109462, policy version 1
- Record linked automatically6137a6a29c2026-10-19 19:32:31, scoring_agentidentity id MBR-012560, confidence 1, method probabilistic, matched record ENR-109462, policy version 1
- Record linked automaticallyc9b0a96d202026-10-19 19:31:28, matching_agentidentity id MBR-008842, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407245