Record, TPA, bronze and silver
TPA-53335
Received 2026-03-11T04:40:24Z, line 7,353 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 | Unchanged |
| Last name | munoz | Munoz | Changed |
| Date of birth | ·19730626 | 1973-06-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-6106 | •••-••-6106 | Unchanged |
| Phone | (430) 415-3850 | 4304153850 | Parsed |
| ·NULL | — | Cleared | |
| Address | 7046 OCEAN AVENUE | 7046 Ocean Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90027 | 90027 | Unchanged |
| Group | null | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.60
- Name key
- nicole|munoz
- Address key
- 7046|ocean|90027
- Canonical first
- nicole
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| TPA-53334 | 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-53334
| 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 automatically05357f09692026-10-22 12:43:53, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53334, policy version 1
- Record linked automaticallyfe2c8853d72026-10-19 19:54:38, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53334, policy version 1
- Record linked automatically0b0e14a5a02026-10-19 19:52:08, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53334, policy version 1
- Record linked automatically8538b5e70b2026-10-19 19:45:41, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53334, policy version 1
- Record linked automatically49849e57f62026-10-19 19:32:31, scoring_agentidentity id MBR-002047, confidence 1, method probabilistic, matched record TPA-53334, policy version 1
- Record linked automaticallyf65d4178f32026-10-19 19:31:28, scoring_agentidentity id MBR-025889, confidence 1, method probabilistic, matched record ENR-109931, policy version 1