Record, TPA, bronze and silver
TPA-57735
Received 2026-01-15T20:35:38Z, line 22,748 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 | Juan | Juan | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Herrera | Herrera | Unchanged |
| Date of birth | 1995-05-05 | 1995-05-05 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 301-920-2414·· | 3019202414 | Parsed |
| — | — | Unchanged | |
| Address | 8271 Apache Boulevard | 8271 Apache Blvd | Changed |
| City | MESA | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85219 | 85219 | Unchanged |
| Group | GRP-8675 | GRP-8675 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.48
- Name key
- juan|herrera
- Address key
- 8271|apache|85219
- Canonical first
- juan
Quality flags
8 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-123027 | 0.87 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004718
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Juan Herrera, 1959-05-05, 2 records, Verified
Evidence
Matched against ENR-123027
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically73f18c450f2026-10-19 19:54:38, scoring_agentidentity id MBR-004718, confidence 0.874, method probabilistic, matched record ENR-123027, policy version 1
- Record linked automatically3b6b0726c82026-10-19 19:52:08, scoring_agentidentity id MBR-004718, confidence 0.874, method probabilistic, matched record ENR-123027, policy version 1
- Record linked automaticallyd14531f8442026-10-19 19:45:42, scoring_agentidentity id MBR-004718, confidence 0.874, method probabilistic, matched record ENR-123027, policy version 1
- Record linked automatically2ee5d97afe2026-10-19 19:32:31, scoring_agentidentity id MBR-004718, confidence 0.874, method probabilistic, matched record ENR-123027, policy version 1
- Record linked automatically6b33f9d23c2026-10-19 19:31:28, matching_agentidentity id MBR-007531, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417712