Record, TPA, bronze and silver
TPA-52105
Received 2026-03-30T07:57:04Z , line 11,628 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 | James, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | — | James | Changed |
| Date of birth | 4/5/1965 | 1965-04-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 389.759.0217 | 3897590217 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 9798 Main St | 9798 Main St | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85732 | 85732 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.80
- Name key
- lauren|james
- Address key
- 9798|main|85732
- Canonical first
- lauren
Quality flags
4 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
- 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-52106 | 1.00 | Scored | — | Auto-linked |
| ENR-106363 | 1.00 | Scored | — | Auto-linked |
| CLM-404829 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016395
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren James, 1965-04-05, 4 records, Verified
Evidence
Matched against CLM-404829
| 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 automatically70cedebc4b2026-10-22 12:43:54, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record CLM-404829, policy version 1
- Record linked automaticallyc4fa787bff2026-10-19 19:54:38, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record CLM-404829, policy version 1
- Record linked automatically92cffb7d972026-10-19 19:52:09, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record CLM-404829, policy version 1
- Record linked automatically8a1242a2612026-10-19 19:45:42, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record CLM-404829, policy version 1
- Record linked automaticallyb399638b592026-10-19 19:32:31, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record CLM-404829, policy version 1