Record, CLM, bronze and silver
CLM-430617
Received 2026-09-16T16:53:10Z, line 78,952 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 | Rayn | Rayn | Unchanged |
| Date of birth | 10/21/98 | 1998-10-21 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0697 | •••-••-0697 | Unchanged |
| Phone | 630.583.0091 | 6305830091 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- helen|rayn
- Address key
- —
- Canonical first
- helen
Quality flags
4 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-430616 | 0.98 | Scored | — | Auto-linked |
| TPA-63519 | 0.98 | Scored | — | Auto-linked |
| TPA-63520 | 0.98 | Scored | — | Auto-linked |
| PRV-28956 | 0.98 | Scored | — | Auto-linked |
| ENR-140193 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001526
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Helen Ryan, 1998-10-21, 6 records, Verified
Evidence
Matched against CLM-430616
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically7b8c09332f2026-10-22 12:43:53, scoring_agentidentity id MBR-001526, confidence 0.982, method probabilistic, matched record CLM-430616, policy version 1
- Record linked automaticallyd872927b822026-10-19 19:54:38, scoring_agentidentity id MBR-001526, confidence 0.982, method probabilistic, matched record CLM-430616, policy version 1
- Record linked automatically82977eb90d2026-10-19 19:52:08, scoring_agentidentity id MBR-001526, confidence 0.982, method probabilistic, matched record CLM-430616, policy version 1
- Record linked automatically709060ac7f2026-10-19 19:45:41, scoring_agentidentity id MBR-001526, confidence 0.982, method probabilistic, matched record CLM-430616, policy version 1
- Record linked automaticallyff65e373f02026-10-19 19:32:31, scoring_agentidentity id MBR-001526, confidence 0.982, method probabilistic, matched record CLM-430616, policy version 1
- Record linked automatically8a65b7c83b2026-10-19 19:31:28, matching_agentidentity id MBR-018474, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140397