Record, CLM, bronze and silver
CLM-411521
Received 2026-04-11T12:27:56Z, line 51,906 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 | Franklin | Franklin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Abigail | Abigail | Changed |
| Date of birth | 20010917 | 2001-09-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 327 340 0298 | 3273400298 | Parsed |
| abigail.franklin@aol.com | abigail.franklin@aol.com | Unchanged | |
| Address | 6682 Central Ave | 6682 Central Ave | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85079 | 85079 | Unchanged |
| Group | GRP-2666 | GRP-2666 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- franklin|abigail
- Address key
- 6682|central|85079
- Canonical first
- franklin
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-115157 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025217
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Aigail Franklin, 2001-09-17, 2 records, Verified
Evidence
Matched against ENR-115157
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | swapped |
| 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 automatically90e371b58b2026-10-22 12:43:54, scoring_agentidentity id MBR-025217, confidence 0.976, method probabilistic, matched record ENR-115157, policy version 1
- Record linked automaticallyf07ff957422026-10-19 19:54:38, scoring_agentidentity id MBR-025217, confidence 0.976, method probabilistic, matched record ENR-115157, policy version 1
- Record linked automaticallyc814da56612026-10-19 19:52:09, scoring_agentidentity id MBR-025217, confidence 0.976, method probabilistic, matched record ENR-115157, policy version 1
- Record linked automaticallyf52949f2b72026-10-19 19:45:42, scoring_agentidentity id MBR-025217, confidence 0.976, method probabilistic, matched record ENR-115157, policy version 1
- Record linked automaticallyf89144d9272026-10-19 19:32:31, scoring_agentidentity id MBR-025217, confidence 0.976, method probabilistic, matched record ENR-115157, policy version 1
- Record linked automaticallyd116470cce2026-10-19 19:31:28, scoring_agentidentity id MBR-020498, confidence 1, method probabilistic, matched record ENR-115294, policy version 1