Record, TPA, bronze and silver
TPA-54595
Received 2026-07-22T10:09:00Z, line 78,520 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 | MARILYN | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | HILL | Hill | Changed |
| Date of birth | 1991-04-08·· | 1991-04-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| ···· | — | Unchanged | |
| Address | 8995 Desert Sky Blvd | 8995 Desert Sky Blvd | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | ·Arizona | AZ | Changed |
| ZIP | ·· | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.66
- Name key
- marilyn|hill
- Address key
- 8995|desert sky|tucson
- Canonical first
- marilyn
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-113759 | 0.93 | Scored | — | Auto-linked |
| CLM-410480 | 0.93 | Scored | — | Auto-linked |
| CLM-410478 | 0.93 | Scored | — | Auto-linked |
| TPA-54594 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008115
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Marilyn Hill, 1991-04-08, 6 records, Verified
Evidence
Matched against CLM-410478
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically67b1a59c632026-10-19 19:54:38, scoring_agentidentity id MBR-008115, confidence 0.925, method probabilistic, matched record CLM-410478, policy version 1
- Record linked automatically821e9e15c62026-10-19 19:52:09, scoring_agentidentity id MBR-008115, confidence 0.925, method probabilistic, matched record CLM-410478, policy version 1
- Record linked automaticallyf9f74712ef2026-10-19 19:45:42, scoring_agentidentity id MBR-008115, confidence 0.925, method probabilistic, matched record CLM-410478, policy version 1
- Record linked automatically2c3ae4db1a2026-10-19 19:32:31, scoring_agentidentity id MBR-008115, confidence 0.925, method probabilistic, matched record CLM-410478, policy version 1
- Record linked automaticallyd7ec5330042026-10-19 19:31:28, scoring_agentidentity id MBR-033192, confidence 1, method probabilistic, matched record ENR-113631, policy version 1