Record, CLM, bronze and silver
CLM-402062
Received 2026-08-03T07:37:06Z, line 38,143 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 | Barbara | Barbara | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Jacobs | Jacobs | Unchanged |
| Date of birth | 19840803 | 1984-08-03 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 5343695383·· | 5343695383 | Parsed |
| — | — | Unchanged | |
| Address | 2168 Harbor Boulevard | 2168 Harbor Blvd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85245 | 85245 | Unchanged |
| Group | GRP-3536 | GRP-3536 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- barbara|jacobs
- Address key
- 2168|harbor|85245
- Canonical first
- barbara
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)
- 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
- 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-102636 | 1.00 | Scored | — | Auto-linked |
| ENR-102637 | 0.99 | Scored | — | Auto-linked |
| CLM-402061 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002484
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Jacobs, 1984-08-03, 4 records, Verified
Evidence
Matched against ENR-102636
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically9b9b3e8dd52026-10-22 12:43:53, scoring_agentidentity id MBR-002484, confidence 1, method probabilistic, matched record ENR-102636, policy version 1
- Record linked automaticallyd0452eecce2026-10-19 19:54:38, scoring_agentidentity id MBR-002484, confidence 1, method probabilistic, matched record ENR-102636, policy version 1
- Record linked automatically0a1918a32c2026-10-19 19:52:08, scoring_agentidentity id MBR-002484, confidence 1, method probabilistic, matched record ENR-102636, policy version 1
- Record linked automatically764c3f4d7a2026-10-19 19:45:41, scoring_agentidentity id MBR-002484, confidence 1, method probabilistic, matched record ENR-102636, policy version 1
- Record linked automatically50686589cd2026-10-19 19:32:31, scoring_agentidentity id MBR-002484, confidence 1, method probabilistic, matched record ENR-102636, policy version 1
- Record linked automatically244507ab3a2026-10-19 19:31:28, matching_agentidentity id MBR-011342, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102690