Record, TPA, bronze and silver
TPA-55540
Received 2026-07-12T17:22:48Z, line 47,720 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Black | Black | Unchanged |
| Date of birth | 2/19/1949 | 1949-02-19 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | null·· | — | Cleared |
| SSN | •••-••-7882 | •••-••-7882 | Unchanged |
| Phone | — | — | Unchanged |
| ·null | — | Cleared | |
| Address | 8359 DESERT SKY BOULEVARD | 8359 Desert Sky Blvd | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32287 | 32287 | Unchanged |
| Group | GRP-3535 | GRP-3535 | Unchanged |
| Plan | ·null | — | Cleared |
- Quality score
- 0.76
- Name key
- emily|black
- Address key
- 8359|desert sky|32287
- Canonical first
- emily
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-412602 | 0.98 | Scored | — | Auto-linked |
| TPA-55541 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013434
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Emily Black, 1949-02-19, 3 records, Verified
Evidence
Matched against CLM-412602
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 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 automaticallyc2b1a773c02026-10-22 12:43:54, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automatically9b8d6f0b352026-10-19 19:54:38, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automatically8f4b10c15c2026-10-19 19:52:09, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automatically6087dc7ccb2026-10-19 19:45:42, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automatically55521b0b062026-10-19 19:32:31, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automatically879b2faa092026-10-19 19:31:28, matching_agentidentity id MBR-001537, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116661