Record, TPA, bronze and silver
TPA-62686
Received 2026-06-08T21:53:53Z, line 33,836 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 | LORI | Lori | Changed |
| Middle | — | — | Unchanged |
| Last name | FRANKLIN | Franklin | Changed |
| Date of birth | 1982-04-15 | 1982-04-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 3386 Washington Street | 3386 Washington St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | ·· | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- lori|franklin
- Address key
- 3386|washington|jacksonville
- Canonical first
- lori
Quality flags
5 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
- 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-428680 | 0.93 | Scored | — | Auto-linked |
| CLM-428681 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018271
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Lori Franklin, 1982-04-15, 3 records, Verified
Evidence
Matched against CLM-428680
| 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
6 hash-chained entries for this record
- Record linked automaticallybff3cbd2cc2026-10-22 12:43:54, scoring_agentidentity id MBR-018271, confidence 0.925, method probabilistic, matched record CLM-428680, policy version 1
- Record linked automatically1df9b077762026-10-19 19:54:38, scoring_agentidentity id MBR-018271, confidence 0.925, method probabilistic, matched record CLM-428680, policy version 1
- Record linked automaticallyd461b407a62026-10-19 19:52:09, scoring_agentidentity id MBR-018271, confidence 0.925, method probabilistic, matched record CLM-428680, policy version 1
- Record linked automatically0de58fd08f2026-10-19 19:45:42, scoring_agentidentity id MBR-018271, confidence 0.925, method probabilistic, matched record CLM-428680, policy version 1
- Record linked automatically5c5018c0372026-10-19 19:32:31, scoring_agentidentity id MBR-018271, confidence 0.925, method probabilistic, matched record CLM-428680, policy version 1
- Record linked automatically1c271c397c2026-10-19 19:31:28, scoring_agentidentity id MBR-002134, confidence 1, method probabilistic, matched record ENR-138158, policy version 1