Record, TPA, bronze and silver
TPA-59198
Received 2026-05-18T11:49:34Z, line 12,005 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 | DENISE | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | LUCAS | Lucas | Changed |
| Date of birth | 06/10/97 | 1997-06-10 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 1042 Sunset Boulevard | 1042 Sunset Blvd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33607 | 33607 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- denise|lucas
- Address key
- 1042|sunset|33607
- Canonical first
- denise
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| TPA-59196 | 1.00 | Scored | — | Auto-linked |
| CLM-420921 | 0.93 | Scored | — | Auto-linked |
| TPA-59197 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017282
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Lucas, 1997-06-10, 4 records, Verified
Evidence
Matched against TPA-59196
| 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 automaticallya36055868e2026-10-22 12:43:54, scoring_agentidentity id MBR-017282, confidence 1, method probabilistic, matched record TPA-59196, policy version 1
- Record linked automaticallyf05b139ba82026-10-19 19:54:38, scoring_agentidentity id MBR-017282, confidence 1, method probabilistic, matched record TPA-59196, policy version 1
- Record linked automatically144c2d224c2026-10-19 19:52:09, scoring_agentidentity id MBR-017282, confidence 1, method probabilistic, matched record TPA-59196, policy version 1
- Record linked automaticallybf05d776542026-10-19 19:45:42, scoring_agentidentity id MBR-017282, confidence 1, method probabilistic, matched record TPA-59196, policy version 1
- Record linked automatically4d06de57952026-10-19 19:32:31, scoring_agentidentity id MBR-017282, confidence 1, method probabilistic, matched record TPA-59196, policy version 1