Record, TPA, bronze and silver
TPA-57577
Received 2026-07-12T08:15:03Z, line 38,993 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 | Frances | Frances | Unchanged |
| Middle | ·A | A | Changed |
| Last name | Hill | Hill | Unchanged |
| Date of birth | ·7/26/1966 | 1966-07-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-9979 | •••-••-9979 | Unchanged |
| Phone | +1 573 635 7429 | 5736357429 | Parsed |
| — | — | Unchanged | |
| Address | 7104 Jefferson Ave | 7104 Jefferson Ave | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85237 | 85237 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- frances|hill
- Address key
- 7104|jefferson|85237
- Canonical first
- frances
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-417193 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038163
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Frances Hill, 1966-07-26, 2 records, Verified
Evidence
Matched against CLM-417193
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically8aba46490b2026-10-22 12:43:55, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417193
- Record linked automatically7b731299bc2026-10-19 19:54:39, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417193
- Record linked automatically9a1366575e2026-10-19 19:52:09, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417193
- Record linked automatically9d7c444c852026-10-19 19:45:42, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417193
- Record linked automatically9112ac30192026-10-19 19:32:31, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417193
- Record linked automatically916169783f2026-10-19 19:31:28, scoring_agentidentity id MBR-034957, confidence 1, method probabilistic, matched record CLM-417335, policy version 1