Record, CLM, bronze and silver
CLM-430616
Received 2026-01-05T17:15:15Z, line 17,706 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 | ryan | Ryan | Changed |
| Date of birth | 19981021 | 1998-10-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-52155-31 | UHC-52155-31 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 6305830091 | 6305830091 | Unchanged |
| — | — | Unchanged | |
| Address | 3533 PINE DRIVE·· | 3533 Pine Dr | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | ·30366 | 30366 | Changed |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- helen|ryan
- Address key
- 3533|pine|30366
- 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)
- 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
- 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 |
|---|---|---|---|---|
| TPA-63519 | 1.00 | Scored | — | Auto-linked |
| TPA-63520 | 1.00 | Scored | — | Auto-linked |
| PRV-28956 | 1.00 | Scored | — | Auto-linked |
| ENR-140193 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430617 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001526
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Helen Ryan, 1998-10-21, 6 records, Verified
Evidence
Matched against TPA-63519
| 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 automaticallye8a09402a52026-10-22 12:43:53, scoring_agentidentity id MBR-001526, confidence 1, method probabilistic, matched record TPA-63519, policy version 1
- Record linked automatically44c2a0e2292026-10-19 19:54:38, scoring_agentidentity id MBR-001526, confidence 1, method probabilistic, matched record TPA-63519, policy version 1
- Record linked automaticallyea95946d452026-10-19 19:52:08, scoring_agentidentity id MBR-001526, confidence 1, method probabilistic, matched record TPA-63519, policy version 1
- Record linked automatically52163ac9f72026-10-19 19:45:41, scoring_agentidentity id MBR-001526, confidence 1, method probabilistic, matched record TPA-63519, policy version 1
- Record linked automatically0b6ab939c82026-10-19 19:32:31, scoring_agentidentity id MBR-001526, confidence 1, method probabilistic, matched record TPA-63519, policy version 1
- Record linked automaticallyee7c24d0cf2026-10-19 19:31:28, scoring_agentidentity id MBR-004262, confidence 1, method probabilistic, matched record PRV-28956, policy version 1