Record, TPA, bronze and silver
TPA-57173
Received 2026-02-26T17:28:14Z, line 28,206 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 | ALBERT | Albert | Changed |
| Middle | — | — | Unchanged |
| Last name | DENIELS | Deniels | Changed |
| Date of birth | 1954-05-11 | 1954-05-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | 5558 Oak Street | 5558 Oak St | Changed |
| City | Tampa·· | Tampa | Changed |
| State | ·FL | FL | Changed |
| ZIP | 33681 | 33681 | Unchanged |
| Group | GRP-8413 | GRP-8413 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- albert|deniels
- Address key
- 5558|oak|33681
- Canonical first
- albert
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
- 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-416337 | 0.98 | Scored | — | Auto-linked |
| CLM-416338 | 0.98 | Scored | — | Auto-linked |
| PRV-24850 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016082
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Albert Daniels, 1954-05-11, 4 records, Verified
Evidence
Matched against CLM-416337
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 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 automatically128e2ad0fe2026-10-19 19:54:38, scoring_agentidentity id MBR-016082, confidence 0.981, method probabilistic, matched record CLM-416337, policy version 1
- Record linked automatically6169321b712026-10-19 19:52:09, scoring_agentidentity id MBR-016082, confidence 0.981, method probabilistic, matched record CLM-416337, policy version 1
- Record linked automatically750fd6a8322026-10-19 19:45:42, scoring_agentidentity id MBR-016082, confidence 0.981, method probabilistic, matched record CLM-416337, policy version 1
- Record linked automatically72a8f9646f2026-10-19 19:32:31, scoring_agentidentity id MBR-016082, confidence 0.981, method probabilistic, matched record CLM-416337, policy version 1
- Record linked automatically3c4c2741952026-10-19 19:31:28, scoring_agentidentity id MBR-016712, confidence 1, method probabilistic, matched record ENR-121526, policy version 1