Record, TPA, bronze and silver
TPA-62111
Received 2026-09-27T18:54:13Z, line 79,256 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | FOLER | Foler | Changed |
| Date of birth | 1990-05-23 | 1990-05-23 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| KAREN.FOWLER@AOL.COM | karen.fowler@aol.com | Changed | |
| Address | 1888 Forest Avenue | 1888 Forest Ave | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | ·33646 | 33646 | Changed |
| Group | GRP-8864 | GRP-8864 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- karen|foler
- Address key
- 1888|forest|33646
- Canonical first
- karen
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Email lower-casedEmail lower-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-427417 | 0.99 | Scored | — | Auto-linked |
| CLM-427415 | 0.99 | Scored | — | Auto-linked |
| CLM-427418 | 0.99 | Scored | — | Auto-linked |
| CLM-427416 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002592
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Karen Fowler, 1990-05-23, 5 records, Verified
Evidence
Matched against CLM-427417
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically82f8ba92842026-10-19 19:54:38, scoring_agentidentity id MBR-002592, confidence 0.99, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automatically6e3f47107f2026-10-19 19:52:08, scoring_agentidentity id MBR-002592, confidence 0.99, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automatically0a5fc0b85b2026-10-19 19:45:41, scoring_agentidentity id MBR-002592, confidence 0.99, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automatically4537f7011d2026-10-19 19:32:31, scoring_agentidentity id MBR-002592, confidence 0.99, method probabilistic, matched record CLM-427417, policy version 1
- Record linked automaticallyd0ef84c75e2026-10-19 19:31:28, scoring_agentidentity id MBR-010888, confidence 0.984, method probabilistic, matched record ENR-136464, policy version 1