Record, CLM, bronze and silver
CLM-429629
Received 2026-02-16T04:06:09Z, line 59,892 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 | Amber | Amber | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Banks | Banks | Unchanged |
| Date of birth | 1975-11-16 | 1975-11-16 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-8476 | •••-••-8476 | Parsed |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 2815 LINCOLN WAY | 2815 Lincoln Way | Changed |
| City | ·Fresno | Fresno | Changed |
| State | California | CA | Changed |
| ZIP | 93792-6435 | 93792 | Changed |
| Group | GRP-6796 | GRP-6796 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.38
- Name key
- amber|banks
- Address key
- 2815|lincoln|93792
- Canonical first
- amber
Quality flags
7 raised during normalisation
- 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 name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-429630 | 1.00 | Scored | — | Auto-linked |
| ENR-138880 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002034
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber Banks, 1975-11-16, 3 records, Verified
Evidence
Matched against CLM-429630
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically542ce33e612026-10-19 19:54:38, scoring_agentidentity id MBR-002034, confidence 1, method probabilistic, matched record CLM-429630, policy version 1
- Record linked automaticallyad0a555a122026-10-19 19:52:08, scoring_agentidentity id MBR-002034, confidence 1, method probabilistic, matched record CLM-429630, policy version 1
- Record linked automatically72e92cd9d72026-10-19 19:45:41, scoring_agentidentity id MBR-002034, confidence 1, method probabilistic, matched record CLM-429630, policy version 1
- Record linked automatically64e0b255942026-10-19 19:32:31, scoring_agentidentity id MBR-002034, confidence 1, method probabilistic, matched record CLM-429630, policy version 1
- Record linked automaticallya6a60c71fc2026-10-19 19:31:28, matching_agentidentity id MBR-012989, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429634