Record, TPA, bronze and silver
TPA-64228
Received 2026-07-07T03:46:37Z, line 38,255 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 | Graham, Lisa | Lisa | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Graham | Changed |
| Date of birth | 1951-12-26 | 1951-12-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | null | — | Cleared |
| ·NULL | — | Cleared | |
| Address | 4093 RIDGE RD | 4093 Ridge Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | N/A | — | Cleared |
| Group | N/A·· | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.52
- Name key
- lisa|graham
- Address key
- 4093|ridge|tampa
- Canonical first
- lisa
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-432229 | 0.93 | Scored | — | Auto-linked |
| TPA-64227 | 0.93 | Scored | — | Auto-linked |
| CLM-432230 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002103
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Lisa Graham, 1951-12-26, 4 records, Verified
Evidence
Matched against CLM-432229
| 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 automaticallyef0dcbb1712026-10-19 19:54:38, scoring_agentidentity id MBR-002103, confidence 0.925, method probabilistic, matched record CLM-432229, policy version 1
- Record linked automaticallyffb048fff12026-10-19 19:52:08, scoring_agentidentity id MBR-002103, confidence 0.925, method probabilistic, matched record CLM-432229, policy version 1
- Record linked automatically5bdf8655172026-10-19 19:45:41, scoring_agentidentity id MBR-002103, confidence 0.925, method probabilistic, matched record CLM-432229, policy version 1
- Record linked automatically089d3a4c6f2026-10-19 19:32:31, scoring_agentidentity id MBR-002103, confidence 0.925, method probabilistic, matched record CLM-432229, policy version 1