Record, TPA, bronze and silver
TPA-56633
Received 2026-07-06T16:51:55Z, line 38,637 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 | Ramirez, Danielle | Danielle | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramirez | Changed |
| Date of birth | 1966-02-11 | 1966-02-11 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ·N/A | — | Cleared |
| Phone | 17599178217 | 7599178217 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·8031 Spring Street | 8031 Spring St | Changed |
| City | MIAMI | Miami | Changed |
| State | ·FL | FL | Changed |
| ZIP | 33107 | 33107 | Unchanged |
| Group | GRP-4294 | GRP-4294 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- danielle|ramirez
- Address key
- 8031|spring|33107
- Canonical first
- danielle
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-119822 | 1.00 | Scored | — | Auto-linked |
| CLM-415048 | 1.00 | Scored | — | Auto-linked |
| PRV-24420 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004398
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Danielle Ramirez, 1966-02-11, 4 records, Verified
Evidence
Matched against ENR-119822
| 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 automaticallyd0fa747ffb2026-10-22 12:43:53, scoring_agentidentity id MBR-004398, confidence 1, method probabilistic, matched record ENR-119822, policy version 1
- Record linked automaticallyf9e81356ee2026-10-19 19:54:38, scoring_agentidentity id MBR-004398, confidence 1, method probabilistic, matched record ENR-119822, policy version 1
- Record linked automaticallyd501d3aae42026-10-19 19:52:08, scoring_agentidentity id MBR-004398, confidence 1, method probabilistic, matched record ENR-119822, policy version 1
- Record linked automatically5b8622daa72026-10-19 19:45:42, scoring_agentidentity id MBR-004398, confidence 1, method probabilistic, matched record ENR-119822, policy version 1
- Record linked automatically2ad72571c62026-10-19 19:32:31, scoring_agentidentity id MBR-004398, confidence 1, method probabilistic, matched record ENR-119822, policy version 1
- Record linked automatically8ef09b534a2026-10-19 19:31:28, scoring_agentidentity id MBR-009810, confidence 1, method probabilistic, matched record CLM-415248, policy version 1