Record, TPA, bronze and silver
TPA-52672
Received 2026-06-27T01:51:13Z, line 33,153 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 | Roberts, Janice | Janice | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Roberts | Changed |
| Date of birth | 1981-08-28 | 1981-08-28 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | 900-579-3777 | 9005793777 | Parsed |
| JANICE.ROBERTS@YAHOO.COM | janice.roberts@yahoo.com | Changed | |
| Address | 1097 MOUNTAIN VIEW DR·· | 1097 Mountain View Dr | Changed |
| City | EDEN PRAIRIE | Eden Prairie | Changed |
| State | MN | MN | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.48
- Name key
- janice|roberts
- Address key
- 1097|mountain view|eden prairie
- Canonical first
- janice
Quality flags
8 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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- Email lower-casedEmail lower-cased
- 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-107918 | 0.94 | Scored | — | Auto-linked |
| CLM-406005 | 0.94 | Scored | — | Auto-linked |
| CLM-406004 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012301
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Janice Roberts, 1981-08-28, 4 records, Verified
Evidence
Matched against ENR-107918
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallydc6dd5f5f32026-10-19 19:54:38, scoring_agentidentity id MBR-012301, confidence 0.945, method probabilistic, matched record ENR-107918, policy version 1
- Record linked automatically951ec42bf32026-10-19 19:52:09, scoring_agentidentity id MBR-012301, confidence 0.945, method probabilistic, matched record ENR-107918, policy version 1
- Record linked automatically8b007d630e2026-10-19 19:45:42, scoring_agentidentity id MBR-012301, confidence 0.945, method probabilistic, matched record ENR-107918, policy version 1
- Record linked automaticallyd583347aa12026-10-19 19:32:31, scoring_agentidentity id MBR-012301, confidence 0.945, method probabilistic, matched record ENR-107918, policy version 1
- Record linked automaticallyf4905766752026-10-19 19:31:28, scoring_agentidentity id MBR-040502, confidence 1, method probabilistic, matched record ENR-107820, policy version 1