Record, CLM, bronze and silver
CLM-410527
Received 2026-10-02T13:37:23Z, line 55,086 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 | JOAN | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | WHEELER | Wheeler | Changed |
| Date of birth | 12/21/96 | 1996-12-21 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·NULL | — | Cleared |
| joan.wheeler94@gmail.com | joan.wheeler94@gmail.com | Unchanged | |
| Address | 1955 PARK PL | 1955 Park Pl | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·93729 | 93729 | Changed |
| Group | GRP-9600 | GRP-9600 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- joan|wheeler
- Address key
- 1955|park|93729
- Canonical first
- joan
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-113815 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-045563
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Joan Wheler, 1996-12-21, 2 records, Verified
Evidence
Matched against ENR-113815
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically91655211ae2026-10-19 19:54:39, scoring_agentidentity id MBR-045563, confidence 0.986, method probabilistic, matched record ENR-113815, policy version 1
- Record linked automatically2148b89bae2026-10-19 19:52:09, scoring_agentidentity id MBR-045563, confidence 0.986, method probabilistic, matched record ENR-113815, policy version 1
- Record linked automatically25bbfaf48f2026-10-19 19:45:42, scoring_agentidentity id MBR-045563, confidence 0.986, method probabilistic, matched record ENR-113815, policy version 1
- Record linked automaticallyd9f19e70412026-10-19 19:32:31, scoring_agentidentity id MBR-045563, confidence 0.986, method probabilistic, matched record ENR-113815, policy version 1
- Record linked automatically258391a9922026-10-19 19:31:28, scoring_agentidentity id MBR-012321, confidence 0.908, method probabilistic, matched record ENR-113919, policy version 1