Record, TPA, bronze and silver
TPA-57520
Received 2026-05-31T07:51:51Z, line 65,536 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 | Turner, Joe | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Turner | Changed |
| Date of birth | 12/1/1987·· | 1987-12-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 13745157975 | 3745157975 | Parsed |
| joe.turner@hotmail.com | joe.turner@hotmail.com | Unchanged | |
| Address | 55 Union Street | 55 Union St | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | ·28296 | 28296 | Changed |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- joseph|turner
- Address key
- 55|union|28296
- Canonical first
- joseph
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-417042 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033028
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Joe Turrner, 1987-12-01, 2 records, Verified
Evidence
Matched against CLM-417042
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 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
6 hash-chained entries for this record
- Record linked automatically66b0e1706d2026-10-22 12:43:55, scoring_agentidentity id MBR-033028, confidence 0.985, method probabilistic, matched record CLM-417042, policy version 1
- Record linked automatically62f5b94a3d2026-10-19 19:54:38, scoring_agentidentity id MBR-033028, confidence 0.985, method probabilistic, matched record CLM-417042, policy version 1
- Record linked automatically7352fcb3652026-10-19 19:52:09, scoring_agentidentity id MBR-033028, confidence 0.985, method probabilistic, matched record CLM-417042, policy version 1
- Record linked automatically9ab68352e62026-10-19 19:45:42, scoring_agentidentity id MBR-033028, confidence 0.985, method probabilistic, matched record CLM-417042, policy version 1
- Record linked automatically94fe3c3e262026-10-19 19:32:31, scoring_agentidentity id MBR-033028, confidence 0.985, method probabilistic, matched record CLM-417042, policy version 1
- Record linked automatically434655fbf82026-10-19 19:31:28, scoring_agentidentity id MBR-010287, confidence 1, method probabilistic, matched record ENR-122530, policy version 1