Record, TPA, bronze and silver
TPA-60004
Received 2026-05-13T16:40:50Z, line 7,301 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | ·BURNS | Burns | Changed |
| Date of birth | Jun 3, 1938 | 1938-06-03 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | •••-••-0000 | •••-••-0000 | Unchanged |
| Phone | null | — | Cleared |
| michelle.burns@hotmail.com | michelle.burns@hotmail.com | Unchanged | |
| Address | 4095 Park Pl | 4095 Park Pl | Unchanged |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75205-4475 | 75205 | Changed |
| Group | GRP-2057 | GRP-2057 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- michelle|burns
- Address key
- 4095|park|75205
- Canonical first
- michelle
Quality flags
5 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)
- 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 |
|---|---|---|---|---|
| TPA-60002 | 1.00 | Scored | — | Auto-linked |
| CLM-422778 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-129808 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-60003 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-422777 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007285
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Burns, 1938-06-03, 6 records, Verified
Evidence
Matched against TPA-60002
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2b57ff27632026-10-19 19:54:38, scoring_agentidentity id MBR-007285, confidence 1, method probabilistic, matched record TPA-60002, policy version 1
- Record linked automaticallye3e592ea322026-10-19 19:52:09, scoring_agentidentity id MBR-007285, confidence 1, method probabilistic, matched record TPA-60002, policy version 1
- Record linked automaticallye4a9b61d932026-10-19 19:45:42, scoring_agentidentity id MBR-007285, confidence 1, method probabilistic, matched record TPA-60002, policy version 1
- Record linked automaticallyd2299194042026-10-19 19:32:31, scoring_agentidentity id MBR-007285, confidence 1, method probabilistic, matched record TPA-60002, policy version 1
- Record linked automatically2151d997482026-10-19 19:31:28, scoring_agentidentity id MBR-030220, confidence 1, method probabilistic, matched record PRV-26711, policy version 1