Record, TPA, bronze and silver
TPA-53334
Received 2026-01-07T10:43:13Z, line 84,688 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 | ·nicole | Nicole | Changed |
| Middle | ·T | T | Changed |
| Last name | munoz | Munoz | Changed |
| Date of birth | 1973-06-26 | 1973-06-26 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 14304153850·· | 4304153850 | Parsed |
| — | — | Unchanged | |
| Address | 7046 Ocean Avenue | 7046 Ocean Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90027 | 90027 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- nicole|munoz
- Address key
- 7046|ocean|90027
- Canonical first
- nicole
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-53335 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002047
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Munoz, 1973-06-26, 2 records, Verified
Evidence
Matched against TPA-53335
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye59c1e5db22026-10-22 12:43:53, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53335, policy version 1
- Record linked automatically01c81f57032026-10-19 19:54:38, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53335, policy version 1
- Record linked automatically5e25eee1a02026-10-19 19:52:08, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53335, policy version 1
- Record linked automatically92fb9ad90e2026-10-19 19:45:41, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53335, policy version 1
- Record linked automatically591af8d9772026-10-19 19:32:31, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53335, policy version 1
- Record linked automatically16e6fa107b2026-10-19 19:31:28, matching_agentidentity id MBR-017715, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109930