Record, CLM, bronze and silver
CLM-429359
Received 2026-01-20T17:20:14Z, line 34,081 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 | ·Margaret | Margaret | Changed |
| Middle | — | — | Unchanged |
| Last name | Knight | Knight | Unchanged |
| Date of birth | 1952-08-24 | 1952-08-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3088 | •••-••-3088 | Parsed |
| Phone | (638) 437-4725 | 6384374725 | Parsed |
| NULL | — | Cleared | |
| Address | - | — | Cleared |
| City | -·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-0830 | GRP-0830 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- margaret|knight
- Address key
- —
- Canonical first
- margaret
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated 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 |
|---|---|---|---|---|
| CLM-429360 | 1.00 | Scored | — | Auto-linked |
| TPA-62978 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006137
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret Knight, 1952-08-24, 3 records, Verified
Evidence
Matched against CLM-429360
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf1ae76b7ef2026-10-22 12:43:53, scoring_agentidentity id MBR-006137, confidence 1, method probabilistic, matched record CLM-429360, policy version 1
- Record linked automatically7f44e1e27f2026-10-19 19:54:38, scoring_agentidentity id MBR-006137, confidence 1, method probabilistic, matched record CLM-429360, policy version 1
- Record linked automatically1517a13a602026-10-19 19:52:08, scoring_agentidentity id MBR-006137, confidence 1, method probabilistic, matched record CLM-429360, policy version 1
- Record linked automatically0c6faad83e2026-10-19 19:45:42, scoring_agentidentity id MBR-006137, confidence 1, method probabilistic, matched record CLM-429360, policy version 1
- Record linked automaticallyf45824da2d2026-10-19 19:32:31, scoring_agentidentity id MBR-006137, confidence 1, method probabilistic, matched record CLM-429360, policy version 1
- Record linked automaticallyfabada822b2026-10-19 19:31:28, matching_agentidentity id MBR-007689, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138767