Record, TPA, bronze and silver
TPA-64411
Received 2026-08-22T11:42:17Z, line 17,813 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 | EMILY·· | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 8/13/1940 | 1940-08-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | ·· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 7973 MESA DR | 7973 Mesa Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85204 | 85204 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- emily|stephens
- Address key
- 7973|mesa|85204
- Canonical first
- emily
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-432663 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031110
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Stephens, 1940-08-13, 3 records, Verified
Evidence
Matched against CLM-432663
| 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 automatically0ad258f0a52026-10-19 19:54:38, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record CLM-432663, policy version 1
- Record linked automaticallyc860b96b5e2026-10-19 19:52:09, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record CLM-432663, policy version 1
- Record linked automatically72d1cae02a2026-10-19 19:45:42, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record CLM-432663, policy version 1
- Record linked automatically86c93cc4152026-10-19 19:32:31, scoring_agentidentity id MBR-031110, confidence 1, method probabilistic, matched record CLM-432663, policy version 1