Record, CLM, bronze and silver
CLM-420350
Received 2026-03-19T01:23:15Z, line 88,525 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 | HELEN | Helen | Changed |
| Middle | — | — | Unchanged |
| Last name | WRIGHT | Wright | Changed |
| Date of birth | 4/24/1968 | 1968-04-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-5957 | •••-••-5957 | Unchanged |
| Phone | 8775433 | — | Cleared |
| — | — | Unchanged | |
| Address | 1666 SUNSET BLVD | 1666 Sunset Blvd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85019 | 85019 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- helen|wright
- Address key
- 1666|sunset|85019
- Canonical first
- helen
Quality flags
6 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 missing area codePhone had only seven digits (no area code); cleared
- 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
- 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-420351 | 1.00 | Scored | — | Auto-linked |
| ENR-126756 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-58945 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006327
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Helen Wright, 1968-04-24, 5 records, Verified
Evidence
Matched against CLM-420351
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3b6b1593242026-10-22 12:43:53, scoring_agentidentity id MBR-006327, confidence 1, method probabilistic, matched record CLM-420351, policy version 1
- Record linked automatically14fe24c4012026-10-19 19:54:38, scoring_agentidentity id MBR-006327, confidence 1, method probabilistic, matched record CLM-420351, policy version 1
- Record linked automatically9867d72da52026-10-19 19:52:09, scoring_agentidentity id MBR-006327, confidence 1, method probabilistic, matched record CLM-420351, policy version 1
- Record linked automaticallycd1ffb35ea2026-10-19 19:45:42, scoring_agentidentity id MBR-006327, confidence 1, method probabilistic, matched record CLM-420351, policy version 1
- Record linked automatically387e6df9ab2026-10-19 19:32:31, scoring_agentidentity id MBR-006327, confidence 1, method probabilistic, matched record CLM-420351, policy version 1
- Record linked automaticallyfd44119e632026-10-19 19:31:28, matching_agentidentity id MBR-011795, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420348