Record, CLM, bronze and silver
CLM-405665
Received 2026-08-23T20:42:16Z, line 71,607 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 | JACKIE | Jackie | Changed |
| Middle | — | — | Unchanged |
| Last name | FOWLER | Fowler | Changed |
| Date of birth | Dec 16, 1999 | 1999-12-16 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| JACQUELINE.FOWLER@ICLOUD.COM | jacqueline.fowler@icloud.com | Changed | |
| Address | 1885 Central Avenue | 1885 Central Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32221 | 32221 | Unchanged |
| Group | N/A·· | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- jacqueline|fowler
- Address key
- 1885|central|32221
- Canonical first
- jacqueline
Quality flags
6 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)
- 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
- Email lower-casedEmail lower-cased
- 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-107446 | 1.00 | Scored | — | Auto-linked |
| CLM-405666 | 1.00 | Scored | — | Auto-linked |
| CLM-405667 | 1.00 | Scored | — | Auto-linked |
| TPA-52497 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037989
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Fowler, 1999-12-16, 5 records, Verified
Evidence
Matched against CLM-405667
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3597da94822026-10-19 19:54:39, scoring_agentidentity id MBR-037989, confidence 1, method probabilistic, matched record CLM-405667, policy version 1
- Record linked automaticallyfc193c57ce2026-10-19 19:52:09, scoring_agentidentity id MBR-037989, confidence 1, method probabilistic, matched record CLM-405667, policy version 1
- Record linked automaticallyd1ac9dbe852026-10-19 19:45:42, scoring_agentidentity id MBR-037989, confidence 1, method probabilistic, matched record CLM-405667, policy version 1
- Record linked automatically0e4feb53b42026-10-19 19:32:31, scoring_agentidentity id MBR-037989, confidence 1, method probabilistic, matched record CLM-405667, policy version 1
- Record linked automatically2b77c0dc6b2026-10-19 19:31:28, matching_agentidentity id MBR-001639, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107414