Record, TPA, bronze and silver
TPA-62155
Received 2026-03-10T09:33:59Z, line 38,120 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 | Smith, Linda | Linda | Changed |
| Middle | L | L | Unchanged |
| Last name | — | Smith | Changed |
| Date of birth | 12/14/60 | 1960-12-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | ·6026 INDIAN SCHOOL RD | 6026 Indian School Rd | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-7774 | GRP-7774 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.38
- Name key
- linda|smith
- Address key
- 6026|indian school|tampa
- Canonical first
- linda
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
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-62156 | 0.93 | Scored | — | Auto-linked |
| CLM-427521 | 0.93 | Scored | — | Auto-linked |
| TPA-62154 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005370
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Linda Smith, 1960-12-14, 4 records, Verified
Evidence
Matched against TPA-62156
| 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
5 hash-chained entries for this record
- Record linked automaticallydf61bc53aa2026-10-19 19:54:38, scoring_agentidentity id MBR-005370, confidence 0.925, method probabilistic, matched record TPA-62156, policy version 1
- Record linked automatically1a55f41f1f2026-10-19 19:52:08, scoring_agentidentity id MBR-005370, confidence 0.925, method probabilistic, matched record TPA-62156, policy version 1
- Record linked automatically23a31e8b532026-10-19 19:45:42, scoring_agentidentity id MBR-005370, confidence 0.925, method probabilistic, matched record TPA-62156, policy version 1
- Record linked automatically2533c680882026-10-19 19:32:31, scoring_agentidentity id MBR-005370, confidence 0.925, method probabilistic, matched record TPA-62156, policy version 1
- Record linked automatically3dfe161dc02026-10-19 19:31:28, scoring_agentidentity id MBR-004795, confidence 1, method probabilistic, matched record CLM-427627, policy version 1