Record, TPA, bronze and silver
TPA-52015
Received 2026-06-12T09:55:14Z, line 15,296 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 | Long, Judy | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Long | Changed |
| Date of birth | 05/20/2001 | 2001-05-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| null | — | Cleared | |
| Address | 4143 Apache Boulevard | 4143 Apache Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85272 | 85272 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.66
- Name key
- judy|long
- Address key
- 4143|apache|85272
- Canonical first
- judy
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-404609 | 1.00 | Scored | — | Auto-linked |
| CLM-404608 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012354
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Long, 2001-05-20, 3 records, Verified
Evidence
Matched against CLM-404609
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically874645cf6c2026-10-22 12:43:54, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record CLM-404609, policy version 1
- Record linked automaticallyd240ef10022026-10-19 19:54:38, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record CLM-404609, policy version 1
- Record linked automatically71824cc5fa2026-10-19 19:52:09, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record CLM-404609, policy version 1
- Record linked automaticallyae1aada6a12026-10-19 19:45:42, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record CLM-404609, policy version 1
- Record linked automatically02646821c72026-10-19 19:32:31, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record CLM-404609, policy version 1
- Record linked automaticallye2aac8c31a2026-10-19 19:31:28, matching_agentidentity id MBR-000251, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-52016