Record, CLM, bronze and silver
CLM-412007
Received 2026-01-24T23:38:49Z, line 88,426 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 | Julia | Julia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 13-05-1977 | 1977-05-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 9050 HIGHLAND AVE | 9050 Highland Ave | Changed |
| City | ·SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85217-6351 | 85217 | Changed |
| Group | ·- | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- julia|cook
- Address key
- 9050|highland|85217
- Canonical first
- julia
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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-412005 | 1.00 | Scored | — | Auto-linked |
| CLM-412006 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005790
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julia Cook, 1977-05-13, 3 records, Verified
Evidence
Matched against CLM-412005
| 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 automaticallydd71434be42026-10-22 12:43:53, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412005, policy version 1
- Record linked automaticallya82a6a1fc12026-10-19 19:54:38, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412005, policy version 1
- Record linked automatically7b2151bd3f2026-10-19 19:52:08, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412005, policy version 1
- Record linked automaticallycc36d3fc1e2026-10-19 19:45:42, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412005, policy version 1
- Record linked automaticallyd2f5116c542026-10-19 19:32:31, scoring_agentidentity id MBR-005790, confidence 1, method probabilistic, matched record CLM-412005, policy version 1
- Record linked automatically3351e2d6a32026-10-19 19:31:28, matching_agentidentity id MBR-009499, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115908