Record, TPA, bronze and silver
TPA-51100
Received 2026-03-16T12:08:13Z, line 16,727 of the TPA feed
TPARule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·JANET | Janet | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAHAM·· | Graham | Changed |
| Date of birth | 1965-01-05 | 1965-01-05 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0341 | •••-••-0341 | Unchanged |
| Phone | 5643692 | — | Cleared |
| - | — | Cleared | |
| Address | 7239 LINCOLN WAY | 7239 Lincoln Way | Changed |
| City | PHOENIX·· | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85034-3165 | 85034 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.48
- Name key
- janet|graham
- Address key
- 7239|lincoln|85034
- Canonical first
- janet
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-103304 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-51101 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-402573 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-402574 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019515
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Janet Graham, 1965-01-05, 5 records, Verified
Evidence
Matched against CLM-402574
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc149b6efd62026-10-19 19:54:38, matching_agentidentity id MBR-019515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402574
- Record linked automatically9d730ac9ce2026-10-19 19:52:09, matching_agentidentity id MBR-019515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402574
- Record linked automaticallye66f90feb62026-10-19 19:45:42, matching_agentidentity id MBR-019515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402574
- Record linked automaticallyaad147fc972026-10-19 19:32:31, matching_agentidentity id MBR-019515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402574
- Record linked automaticallyb3a9e3e4052026-10-19 19:31:28, scoring_agentidentity id MBR-010699, confidence 1, method probabilistic, matched record TPA-51101, policy version 1