Record, CLM, bronze and silver
CLM-418205
Received 2026-03-16T08:00:48Z, line 59,370 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 | Fowler, Sharon | Sharon | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Fowler | Changed |
| Date of birth | 12/14/98 | 1998-12-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 7243345765·· | 7243345765 | Parsed |
| — | — | Unchanged | |
| Address | 9896 APACHE BOULEVARD | 9896 Apache Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85262 | 85262 | Unchanged |
| Group | GRP-9314 | GRP-9314 | Unchanged |
| Plan | ·CORE-HMO | CORE-HMO | Changed |
- Quality score
- 0.52
- Name key
- sharon|fowler
- Address key
- 9896|apache|85262
- Canonical first
- sharon
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-123931 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020027
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sharon Fowler, 1998-12-14, 2 records, Verified
Evidence
Matched against ENR-123931
| 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 automaticallybecffb16bc2026-10-22 12:43:54, scoring_agentidentity id MBR-020027, confidence 1, method probabilistic, matched record ENR-123931, policy version 1
- Record linked automatically0ba9bedacb2026-10-19 19:54:38, scoring_agentidentity id MBR-020027, confidence 1, method probabilistic, matched record ENR-123931, policy version 1
- Record linked automatically0c9f2416c52026-10-19 19:52:09, scoring_agentidentity id MBR-020027, confidence 1, method probabilistic, matched record ENR-123931, policy version 1
- Record linked automatically4366eaf1832026-10-19 19:45:42, scoring_agentidentity id MBR-020027, confidence 1, method probabilistic, matched record ENR-123931, policy version 1
- Record linked automatically4aadeee45d2026-10-19 19:32:31, scoring_agentidentity id MBR-020027, confidence 1, method probabilistic, matched record ENR-123931, policy version 1
- Record linked automaticallya843194d7a2026-10-19 19:31:28, matching_agentidentity id MBR-016745, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123846