Record, TPA, bronze and silver
TPA-55966
Received 2026-08-22T16:35:23Z, line 84,678 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Roerts | Roerts | Unchanged |
| Date of birth | 1977-02-18 | 1977-02-18 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (616) 253-7893 | 6162537893 | Parsed |
| sophia.roberts@icloud.com | sophia.roberts@icloud.com | Unchanged | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.96
- Name key
- sophia|roerts
- Address key
- —
- Canonical first
- sophia
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 |
|---|---|---|---|---|
| CLM-413564 | 0.99 | Scored | — | Auto-linked |
| ENR-117775 | 0.99 | Scored | — | Auto-linked |
| ENR-117776 | 0.99 | Scored | — | Auto-linked |
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 ENR-117775
| 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 automaticallya8a92047d22026-10-19 19:54:38, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record ENR-117775, policy version 1
- Record linked automatically87771a0f812026-10-19 19:52:08, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record ENR-117775, policy version 1
- Record linked automatically6d09a59c052026-10-19 19:45:42, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record ENR-117775, policy version 1
- Record linked automatically232a778b2d2026-10-19 19:32:31, scoring_agentidentity id MBR-003586, confidence 0.992, method probabilistic, matched record ENR-117775, policy version 1
- Record linked automatically984ec353d42026-10-19 19:31:28, matching_agentidentity id MBR-016632, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413658