Record, CLM, bronze and silver
CLM-415765
Received 2026-01-21T11:25:57Z, line 43,950 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 | CHERYL | Cheryl | Changed |
| Middle | U | U | Unchanged |
| Last name | STEPHENS·· | Stephens | Changed |
| Date of birth | 6/6/1986 | 1986-06-06 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (748) 269-7831 | 7482697831 | Parsed |
| cheryl.stephens43@yahoo.com | cheryl.stephens43@yahoo.com | Unchanged | |
| Address | 8588 Washington Street | 8588 Washington St | Changed |
| City | Miami·· | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33176 | 33176 | Unchanged |
| Group | GRP-3043 | GRP-3043 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- cheryl|stephens
- Address key
- 8588|washington|33176
- Canonical first
- cheryl
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-120753 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006375
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cheryl Stephens, 1986-06-06, 2 records, Verified
Evidence
Matched against ENR-120753
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6338b7bf372026-10-22 12:43:53, scoring_agentidentity id MBR-006375, confidence 1, method probabilistic, matched record ENR-120753, policy version 1
- Record linked automatically5dbe929b292026-10-19 19:54:38, scoring_agentidentity id MBR-006375, confidence 1, method probabilistic, matched record ENR-120753, policy version 1
- Record linked automaticallyad62e2af532026-10-19 19:52:09, scoring_agentidentity id MBR-006375, confidence 1, method probabilistic, matched record ENR-120753, policy version 1
- Record linked automatically4f33caebb62026-10-19 19:45:42, scoring_agentidentity id MBR-006375, confidence 1, method probabilistic, matched record ENR-120753, policy version 1
- Record linked automatically08fbe334b12026-10-19 19:32:31, scoring_agentidentity id MBR-006375, confidence 1, method probabilistic, matched record ENR-120753, policy version 1
- Record linked automatically8d12aba44e2026-10-19 19:31:28, matching_agentidentity id MBR-022138, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415767