Record, CLM, bronze and silver
CLM-414218
Received 2026-06-18T02:53:07Z, line 74,977 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 | ANDREW | Andrew | Changed |
| Middle | — | — | Unchanged |
| Last name | HICKKS | Hickks | Changed |
| Date of birth | Feb 16, 1956 | 1956-02-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | ·961.569.0860 | 9615690860 | Parsed |
| — | — | Unchanged | |
| Address | 7761 Apache Boulevard #603 | 7761 Apache Blvd # 603 | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85077-4858 | 85077 | Changed |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.32
- Name key
- andrew|hickks
- Address key
- 7761|apache|85077
- Canonical first
- andrew
Quality flags
10 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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 |
|---|---|---|---|---|
| ENR-118668 | 0.99 | Scored | — | Auto-linked |
| ENR-118669 | 0.99 | Scored | — | Auto-linked |
| CLM-414220 | 0.99 | Scored | — | Auto-linked |
| CLM-414221 | 0.99 | Scored | — | Auto-linked |
| CLM-414222 | 0.99 | Scored | — | Auto-linked |
| CLM-414219 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019842
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Andrew Hicks, 1956-02-16, 7 records, Verified
Evidence
Matched against ENR-118668
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5f32250b542026-10-19 19:54:38, scoring_agentidentity id MBR-019842, confidence 0.994, method probabilistic, matched record ENR-118668, policy version 1
- Record linked automaticallye6290272612026-10-19 19:52:09, scoring_agentidentity id MBR-019842, confidence 0.994, method probabilistic, matched record ENR-118668, policy version 1
- Record linked automatically34909990742026-10-19 19:45:42, scoring_agentidentity id MBR-019842, confidence 0.994, method probabilistic, matched record ENR-118668, policy version 1
- Record linked automatically5f5e4d4b542026-10-19 19:32:31, scoring_agentidentity id MBR-019842, confidence 0.994, method probabilistic, matched record ENR-118668, policy version 1
- Record linked automatically58c86ba9df2026-10-19 19:31:28, scoring_agentidentity id MBR-001668, confidence 1, method probabilistic, matched record CLM-414219, policy version 1