Record, TPA, bronze and silver
TPA-54147
Received 2026-05-31T05:40:22Z, line 74,989 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 | stephanie | Stephanie | Changed |
| Middle | — | — | Unchanged |
| Last name | nichols | Nichols | Changed |
| Date of birth | 1973-03-28 | 1973-03-28 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1551 | •••-••-1551 | Unchanged |
| Phone | — | — | Unchanged |
| STEPHANIE.NICHOLS14@ICLOUD.COM | stephanie.nichols14@icloud.com | Changed | |
| Address | 6263 Ocean Avenue | 6263 Ocean Ave | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85252 | 85252 | Unchanged |
| Group | GRP-6122 | GRP-6122 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- stephanie|nichols
- Address key
- 6263|ocean|85252
- Canonical first
- stephanie
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
- 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-409543 | 1.00 | Scored | — | Auto-linked |
| ENR-112564 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023015
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephanie Nichols, 1973-03-28, 3 records, Verified
Evidence
Matched against CLM-409543
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyceadda8baa2026-10-22 12:43:54, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record CLM-409543, policy version 1
- Record linked automatically417dbbadf12026-10-19 19:54:38, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record CLM-409543, policy version 1
- Record linked automatically827c9404092026-10-19 19:52:09, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record CLM-409543, policy version 1
- Record linked automatically9c2b702f1a2026-10-19 19:45:42, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record CLM-409543, policy version 1
- Record linked automatically897dae016b2026-10-19 19:32:31, scoring_agentidentity id MBR-023015, confidence 1, method probabilistic, matched record CLM-409543, policy version 1
- Record linked automatically215dc851502026-10-19 19:31:28, matching_agentidentity id MBR-010797, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-112265