Record, TPA, bronze and silver
TPA-56775
Received 2026-06-14T19:48:50Z, line 35,121 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 | LAWRENCE | Lawrence | Changed |
| Middle | ···· | — | Unchanged |
| Last name | ·RICHARDS | Richards | Changed |
| Date of birth | 1964-11-21 | 1964-11-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| lawrence.richards26@outlook.com | lawrence.richards26@outlook.com | Unchanged | |
| Address | 6040 MAIN ST | 6040 Main St | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-6573 | GRP-6573 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- lawrence|richards
- Address key
- 6040|main|columbus
- Canonical first
- lawrence
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP missingStreet address present but no ZIP supplied
- 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-415453 | 0.93 | Scored | — | Auto-linked |
| ENR-120350 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034891
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Lawrence Richards, 1964-11-21, 3 records, Verified
Evidence
Matched against CLM-415453
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically17b31c885e2026-10-19 19:54:39, scoring_agentidentity id MBR-034891, confidence 0.925, method probabilistic, matched record CLM-415453, policy version 1
- Record linked automatically9e90f98c4c2026-10-19 19:52:09, scoring_agentidentity id MBR-034891, confidence 0.925, method probabilistic, matched record CLM-415453, policy version 1
- Record linked automatically146a68d8632026-10-19 19:45:42, scoring_agentidentity id MBR-034891, confidence 0.925, method probabilistic, matched record CLM-415453, policy version 1
- Record linked automatically051709f3b42026-10-19 19:32:31, scoring_agentidentity id MBR-034891, confidence 0.925, method probabilistic, matched record CLM-415453, policy version 1