Record, TPA, bronze and silver
TPA-54668
Received 2026-06-28T15:08:55Z, line 27,201 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 | Benjamin | Benjamin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Maldonado | Maldonado | Unchanged |
| Date of birth | 12/12/96 | 1996-12-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 9852710885 | 9852710885 | Unchanged |
| ·N/A | — | Cleared | |
| Address | ·3930 APACHE BOULEVARD | 3930 Apache Blvd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85283 | 85283 | Unchanged |
| Group | ·N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.68
- Name key
- benjamin|maldonado
- Address key
- 3930|apache|85283
- Canonical first
- benjamin
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-410634 | 1.00 | Scored | — | Auto-linked |
| ENR-113948 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005254
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Benjamin Maldonado, 1996-12-12, 3 records, Verified
Evidence
Matched against CLM-410634
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically95279e0bff2026-10-22 12:43:53, scoring_agentidentity id MBR-005254, confidence 1, method probabilistic, matched record CLM-410634, policy version 1
- Record linked automaticallyb47a486a772026-10-19 19:54:38, scoring_agentidentity id MBR-005254, confidence 1, method probabilistic, matched record CLM-410634, policy version 1
- Record linked automaticallyfe5836a0182026-10-19 19:52:08, scoring_agentidentity id MBR-005254, confidence 1, method probabilistic, matched record CLM-410634, policy version 1
- Record linked automatically323e5254152026-10-19 19:45:42, scoring_agentidentity id MBR-005254, confidence 1, method probabilistic, matched record CLM-410634, policy version 1
- Record linked automaticallyc6a379e2b82026-10-19 19:32:31, scoring_agentidentity id MBR-005254, confidence 1, method probabilistic, matched record CLM-410634, policy version 1
- Record linked automatically85903c784d2026-10-19 19:31:28, scoring_agentidentity id MBR-033768, confidence 0.971, method probabilistic, matched record ENR-113883, policy version 1