Record, CLM, bronze and silver
CLM-415476
Received 2026-09-28T08:45:44Z, line 98,841 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 | Paul | Paul | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 19690622 | 1969-06-22 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 513-953-6473 | 5139536473 | Parsed |
| paul.little38@aol.com | paul.little38@aol.com | Unchanged | |
| Address | 5292 Central Avenue | 5292 Central Ave | Changed |
| City | ·Atlanta | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30343 | 30343 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- paul|little
- Address key
- 5292|central|30343
- Canonical first
- paul
Quality flags
7 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
- 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
- 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-120387 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027135
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Paul Little, 1969-06-22, 2 records, Verified
Evidence
Matched against ENR-120387
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3a638a79012026-10-22 12:43:54, scoring_agentidentity id MBR-027135, confidence 1, method probabilistic, matched record ENR-120387, policy version 1
- Record linked automaticallye7110844c32026-10-19 19:54:38, scoring_agentidentity id MBR-027135, confidence 1, method probabilistic, matched record ENR-120387, policy version 1
- Record linked automaticallyebee6ee2c62026-10-19 19:52:09, scoring_agentidentity id MBR-027135, confidence 1, method probabilistic, matched record ENR-120387, policy version 1
- Record linked automaticallydc6dcbcd722026-10-19 19:45:42, scoring_agentidentity id MBR-027135, confidence 1, method probabilistic, matched record ENR-120387, policy version 1
- Record linked automatically2d072d85f82026-10-19 19:32:31, scoring_agentidentity id MBR-027135, confidence 1, method probabilistic, matched record ENR-120387, policy version 1
- Record linked automaticallyc4fdc760852026-10-19 19:31:28, scoring_agentidentity id MBR-018779, confidence 0.925, method probabilistic, matched record ENR-120264, policy version 1