Record, TPA, bronze and silver
TPA-54201
Received 2026-02-16T21:18:41Z, line 53,990 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 | Stephens, Aisha | Aisha | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | Stephens | Changed |
| Date of birth | 04/17/1996 | 1996-04-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-5274 | •••-••-5274 | Unchanged |
| Phone | N/A | — | Cleared |
| aisha.stephens@gmail.com | aisha.stephens@gmail.com | Unchanged | |
| Address | 2778 Valley View Drive | 2778 Valley View Dr | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN·· | MN | Changed |
| ZIP | 55435 | 55435 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- aisha|stephens
- Address key
- 2778|valley view|55435
- Canonical first
- aisha
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-54200 | 1.00 | Scored | — | Auto-linked |
| ENR-112705 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22801 | 0.94 | Scored | — | Auto-linked |
| PRV-22802 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013627
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Stephens, 1996-04-17, 5 records, Verified
Evidence
Matched against TPA-54200
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically71a43cad5b2026-10-22 12:43:54, scoring_agentidentity id MBR-013627, confidence 1, method probabilistic, matched record TPA-54200, policy version 1
- Record linked automaticallyf2a26e41562026-10-19 19:54:38, scoring_agentidentity id MBR-013627, confidence 1, method probabilistic, matched record TPA-54200, policy version 1
- Record linked automaticallyfc55b380362026-10-19 19:52:09, scoring_agentidentity id MBR-013627, confidence 1, method probabilistic, matched record TPA-54200, policy version 1
- Record linked automaticallya68c20050b2026-10-19 19:45:42, scoring_agentidentity id MBR-013627, confidence 1, method probabilistic, matched record TPA-54200, policy version 1
- Record linked automatically9753698f8b2026-10-19 19:32:31, scoring_agentidentity id MBR-013627, confidence 1, method probabilistic, matched record TPA-54200, policy version 1