Record, TPA, bronze and silver
TPA-57489
Received 2026-04-12T05:17:42Z, line 97,261 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 | sarah | Sarah | Changed |
| Middle | ···· | — | Unchanged |
| Last name | banks | Banks | Changed |
| Date of birth | 10/22/80 | 1980-10-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·null | — | Cleared |
| SSN | •••-••-3416 | •••-••-3416 | Unchanged |
| Phone | 592-992-2729 | 5929922729 | Parsed |
| SARAH.BANKS82@PROTON.ME | sarah.banks82@proton.me | Changed | |
| Address | 3771 Lincoln Way | 3771 Lincoln Way | Unchanged |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77001 | 77001 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.74
- Name key
- sarah|banks
- Address key
- 3771|lincoln|77001
- Canonical first
- sarah
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- Plan code upper-casedPlan code upper-cased
- 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-416981 | 1.00 | Scored | — | Auto-linked |
| ENR-122340 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416980 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-57488 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010468
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Banks, 1980-10-22, 5 records, Verified
Evidence
Matched against CLM-416981
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically396aa82dff2026-10-19 19:54:38, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automaticallyd22e92d4372026-10-19 19:52:09, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automatically3b79d603fb2026-10-19 19:45:42, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automaticallyd463ae17982026-10-19 19:32:31, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automatically7585c464942026-10-19 19:31:28, matching_agentidentity id MBR-017708, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122440