Record, TPA, bronze and silver
TPA-54953
Received 2026-02-10T09:00:18Z, line 53,751 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 | Nichols, Judy | Judy | Changed |
| Middle | J | J | Unchanged |
| Last name | — | Nichols | Changed |
| Date of birth | 03/04/77 | 1977-03-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | null | — | Cleared |
| N/A·· | — | Cleared | |
| Address | ·468 Spring St Apt 17 | 468 Spring St Apt 17 | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85003 | 85003 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.42
- Name key
- judy|nichols
- Address key
- 468|spring|85003
- Canonical first
- judy
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-114832 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011940
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Nichols, 1977-03-04, 2 records, Verified
Evidence
Matched against ENR-114832
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyccbf8fd7622026-10-19 19:54:38, scoring_agentidentity id MBR-011940, confidence 1, method probabilistic, matched record ENR-114832, policy version 1
- Record linked automaticallyaf951876102026-10-19 19:52:09, scoring_agentidentity id MBR-011940, confidence 1, method probabilistic, matched record ENR-114832, policy version 1
- Record linked automaticallyaf8ad263b82026-10-19 19:45:42, scoring_agentidentity id MBR-011940, confidence 1, method probabilistic, matched record ENR-114832, policy version 1
- Record linked automaticallyd41231353f2026-10-19 19:32:31, scoring_agentidentity id MBR-011940, confidence 1, method probabilistic, matched record ENR-114832, policy version 1