Record, CLM , bronze and silver
CLM-413564
Received 2026-10-17T23:12:24Z, line 31,196 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Roberts, Sophia | Sophia | Changed |
| Middle | V.·· | V | Changed |
| Last name | — | Roberts | Changed |
| Date of birth | 1977-02-18 | 1977-02-18 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3058 | •••-••-3058 | Parsed |
| Phone | 616-253-7893 | 6162537893 | Parsed |
| sophia.roberts@icloud.com | sophia.roberts@icloud.com | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3232 | GRP-3232 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.68
- Name key
- sophia|roberts
- Address key
- —
- Canonical first
- sophia
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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-55966 | 0.99 | Scored | — | Auto-linked |
| ENR-117775 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-117776 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-413563 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-413565 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003586
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Sophia Roberts, 1977-02-18, 6 records, Verified
Evidence
Matched against TPA-55966
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc8ad542fb52026-10-19 19:54:38, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record TPA-55966, policy version 1
- Record linked automatically3640e6537e2026-10-19 19:52:08, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record TPA-55966, policy version 1
- Record linked automaticallye0dc2a2d3a2026-10-19 19:45:42, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record TPA-55966, policy version 1
- Record linked automatically65186715792026-10-19 19:32:31, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record TPA-55966, policy version 1
- Record linked automatically6f5c776f3f2026-10-19 19:31:28, matching_agentidentity id MBR-037474, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413565