Record, CLM, bronze and silver
CLM-427782
Received 2026-01-02T18:13:40Z, line 37,048 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 | Kren | Kren | Unchanged |
| Middle | T. | T | Changed |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 4/2/1965 | 1965-04-02 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | ·UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 87 Bayshore Drive | 87 Bayshore Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85258 | 85258 | Unchanged |
| Group | GRP-5896 | GRP-5896 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- kren|nichols
- Address key
- 87|bayshore|85258
- Canonical first
- kren
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-136421 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000555
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Karen Nichols, 1965-04-02, 2 records, Verified
Evidence
Matched against ENR-136421
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically8e6ef488912026-10-22 12:43:52, scoring_agentidentity id MBR-000555, confidence 0.991, method probabilistic, matched record ENR-136421, policy version 1
- Record linked automatically9a9c10cd382026-10-19 19:54:38, scoring_agentidentity id MBR-000555, confidence 0.991, method probabilistic, matched record ENR-136421, policy version 1
- Record linked automaticallyb94eccc8e32026-10-19 19:52:08, scoring_agentidentity id MBR-000555, confidence 0.991, method probabilistic, matched record ENR-136421, policy version 1
- Record linked automatically689da309db2026-10-19 19:45:41, scoring_agentidentity id MBR-000555, confidence 0.991, method probabilistic, matched record ENR-136421, policy version 1
- Record linked automatically79386080712026-10-19 19:32:31, scoring_agentidentity id MBR-000555, confidence 0.991, method probabilistic, matched record ENR-136421, policy version 1
- Record linked automatically1d73b82af22026-10-19 19:31:28, scoring_agentidentity id MBR-014111, confidence 1, method probabilistic, matched record CLM-427783, policy version 1