Record, CLM, bronze and silver
CLM-411832
Received 2026-02-21T08:00:45Z, line 78,971 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 | Debra | Debra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 1943-11-19 | 1943-11-19 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 248-604-5893 | 2486045893 | Parsed |
| debra.cook29@icloud.com | debra.cook29@icloud.com | Unchanged | |
| Address | — | — | Unchanged |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-5820 | GRP-5820 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.96
- Name key
- debra|cook
- Address key
- —
- Canonical first
- debra
Quality flags
2 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| PRV-23410 | 1.00 | Scored | — | Auto-linked |
| ENR-115597 | 0.98 | Scored | — | Auto-linked |
| CLM-411831 | 0.83 | Scored | — | Sent to steward |
| CLM-411830 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012737
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Cook, 1943-11-19, 5 records, Verified
Evidence
Matched against PRV-23410
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyf7708083592026-10-22 12:43:54, scoring_agentidentity id MBR-012737, confidence 1, method probabilistic, matched record PRV-23410, policy version 1
- Record linked automatically447cf4aeb92026-10-19 19:54:38, scoring_agentidentity id MBR-012737, confidence 1, method probabilistic, matched record PRV-23410, policy version 1
- Record linked automatically247eb2878d2026-10-19 19:52:09, scoring_agentidentity id MBR-012737, confidence 1, method probabilistic, matched record PRV-23410, policy version 1
- Record linked automaticallya16192537a2026-10-19 19:45:42, scoring_agentidentity id MBR-012737, confidence 1, method probabilistic, matched record PRV-23410, policy version 1
- Record linked automatically1770451e3d2026-10-19 19:32:31, scoring_agentidentity id MBR-012737, confidence 1, method probabilistic, matched record PRV-23410, policy version 1
- Record linked automatically27bc679d072026-10-19 19:31:28, matching_agentidentity id MBR-036723, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115700