Record, CLM, bronze and silver
CLM-400782
Received 2026-06-20T14:36:11Z, line 19,215 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 | Cook, Fatima | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cook | Changed |
| Date of birth | 1975-03-18 | 1975-03-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN·· | — | Cleared |
| Phone | 728-488-3863 | 7284883863 | Parsed |
| N/A | — | Cleared | |
| Address | - | — | Cleared |
| City | ·null | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-0800 | GRP-0800 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.80
- Name key
- fatima|cook
- Address key
- —
- Canonical first
- fatima
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-400781 | 1.00 | Scored | — | Auto-linked |
| CLM-400780 | 1.00 | Scored | — | Auto-linked |
| CLM-400783 | 0.83 | Scored | — | Sent to steward |
| TPA-50366 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000710
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Cook, 1975-03-18, 5 records, Verified
Evidence
Matched against CLM-400780
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically3324ddd2dd2026-10-19 19:54:38, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automaticallyf3be738c332026-10-19 19:52:08, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automatically020a707e692026-10-19 19:45:41, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automaticallye6ccf4c3802026-10-19 19:32:31, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automaticallya3e6ac06022026-10-19 19:31:28, matching_agentidentity id MBR-022906, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101102