Record, CLM, bronze and silver
CLM-427913
Received 2026-06-01T22:54:32Z, line 49,563 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 | denise | Denise | Changed |
| Middle | ·· | — | Unchanged |
| Last name | little | Little | Changed |
| Date of birth | ·1975-11-22 | 1975-11-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| DENISE.LITTLE16@AOL.COM | denise.little16@aol.com | Changed | |
| Address | 3747 MARKET STREET | 3747 Market St | Changed |
| City | MESA | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85207 | 85207 | Unchanged |
| Group | GRP-5412 | GRP-5412 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- denise|little
- Address key
- 3747|market|85207
- Canonical first
- denise
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| PRV-28192 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020264
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Little, 1975-11-22, 2 records, Verified
Evidence
Matched against PRV-28192
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyef75374c332026-10-19 19:54:38, scoring_agentidentity id MBR-020264, confidence 1, method probabilistic, matched record PRV-28192, policy version 1
- Record linked automatically8b792d4bc22026-10-19 19:52:09, scoring_agentidentity id MBR-020264, confidence 1, method probabilistic, matched record PRV-28192, policy version 1
- Record linked automatically94233cec782026-10-19 19:45:42, scoring_agentidentity id MBR-020264, confidence 1, method probabilistic, matched record PRV-28192, policy version 1
- Record linked automaticallya5bfffc2742026-10-19 19:32:31, scoring_agentidentity id MBR-020264, confidence 1, method probabilistic, matched record PRV-28192, policy version 1
- Record linked automaticallyd4f8bf508f2026-10-19 19:31:28, matching_agentidentity id MBR-026856, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136921