Record, CLM, bronze and silver
CLM-429371
Received 2026-09-06T16:06:05Z, line 98,143 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 | Logan | Logan | Unchanged |
| Middle | P | P | Unchanged |
| Last name | Sanders | Sanders | Unchanged |
| Date of birth | Nov 27, 1963 | 1963-11-27 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | N/A·· | — | Cleared |
| SSN | •••-••-6659 | •••-••-6659 | Parsed |
| Phone | +1 699 495 0698 | 6994950698 | Parsed |
| ·· | — | Unchanged | |
| Address | 5114 Forest Avenue | 5114 Forest Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | ca | CA | Changed |
| ZIP | 93769 | 93769 | Unchanged |
| Group | GRP-4319 | GRP-4319 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.46
- Name key
- logan|sanders
- Address key
- 5114|forest|93769
- Canonical first
- logan
Quality flags
9 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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 code upper-casedTwo-letter state code upper-cased
- 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-138554 | 0.88 | Scored | — | Auto-linked |
| ENR-138553 | 0.86 | Scored | — | Auto-linked |
| CLM-429370 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006796
- Method
- Scored
- Confidence
- 0.88
- Rule
- weighted score, no rule
Golden record: Logan Sanders, 1962-11-27, 4 records, Verified
Evidence
Matched against ENR-138554
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically76eec39ff32026-10-19 19:54:38, scoring_agentidentity id MBR-006796, confidence 0.875, method probabilistic, matched record ENR-138554, policy version 1
- Record linked automatically99729fa49f2026-10-19 19:52:09, scoring_agentidentity id MBR-006796, confidence 0.875, method probabilistic, matched record ENR-138554, policy version 1
- Record linked automatically81ce37c5d32026-10-19 19:45:42, scoring_agentidentity id MBR-006796, confidence 0.875, method probabilistic, matched record ENR-138554, policy version 1
- Record linked automaticallya45ac9294f2026-10-19 19:32:31, scoring_agentidentity id MBR-006796, confidence 0.875, method probabilistic, matched record ENR-138554, policy version 1