Record, TPA, bronze and silver
TPA-60981
Received 2026-10-01T10:48:25Z, line 88,898 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 | Debra | Debra | Unchanged |
| Middle | R.·· | R | Changed |
| Last name | Knight·· | Knight | Changed |
| Date of birth | Apr 27, 1992 | 1992-04-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-5793 | •••-••-5793 | Parsed |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 4546 Church Street | 4546 Church St | Changed |
| City | Tampa·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33644 | 33644 | Unchanged |
| Group | ·UNKNOWN | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- debra|knight
- Address key
- 4546|church|33644
- Canonical first
- debra
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-424915 | 0.86 | Scored | — | Auto-linked |
| ENR-132558 | 0.86 | Scored | — | Auto-linked |
| CLM-424916 | 0.82 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031530
- Method
- Scored
- Confidence
- 0.86
- Rule
- weighted score, no rule
Golden record: Debra Knight, 1991-04-27, 4 records, Verified
Evidence
Matched against CLM-424915
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya28e6841092026-10-22 12:43:54, scoring_agentidentity id MBR-031530, confidence 0.857, method probabilistic, matched record CLM-424915, policy version 1
- Record linked automaticallyb4b1a474972026-10-19 19:54:38, scoring_agentidentity id MBR-031530, confidence 0.857, method probabilistic, matched record CLM-424915, policy version 1
- Record linked automatically694536ecf72026-10-19 19:52:09, scoring_agentidentity id MBR-031530, confidence 0.857, method probabilistic, matched record CLM-424915, policy version 1
- Record linked automaticallyebc69c750a2026-10-19 19:45:42, scoring_agentidentity id MBR-031530, confidence 0.857, method probabilistic, matched record CLM-424915, policy version 1
- Record linked automatically482104bd132026-10-19 19:32:31, scoring_agentidentity id MBR-031530, confidence 0.857, method probabilistic, matched record CLM-424915, policy version 1
- Record linked automaticallyb5944089e72026-10-19 19:31:28, matching_agentidentity id MBR-031894, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132842