Record, TPA, bronze and silver
TPA-57189
Received 2026-07-06T19:18:44Z, line 95,145 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 | John | John | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramos | Ramos | Unchanged |
| Date of birth | ·1991-11-26 | 1991-11-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 205.802.6242 | 2058026242 | Parsed |
| — | — | Unchanged | |
| Address | 626 Grand Avenue | 626 Grand Ave | Changed |
| City | Tampa | Tampa | Unchanged |
| State | Florida | FL | Changed |
| ZIP | NULL | — | Cleared |
| Group | GRP-4342 | GRP-4342 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.50
- Name key
- john|ramos
- Address key
- 626|grand|tampa
- Canonical first
- john
Quality flags
7 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-121533 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037529
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Jack Ramos, 1991-11-26, 2 records, Verified
Evidence
Matched against ENR-121533
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically56336418a32026-10-19 19:54:39, scoring_agentidentity id MBR-037529, confidence 0.937, method probabilistic, matched record ENR-121533, policy version 1
- Record linked automatically636ec46ad02026-10-19 19:52:09, scoring_agentidentity id MBR-037529, confidence 0.937, method probabilistic, matched record ENR-121533, policy version 1
- Record linked automaticallyc75d87a94c2026-10-19 19:45:42, scoring_agentidentity id MBR-037529, confidence 0.937, method probabilistic, matched record ENR-121533, policy version 1
- Record linked automatically02d645a9e02026-10-19 19:32:31, scoring_agentidentity id MBR-037529, confidence 0.937, method probabilistic, matched record ENR-121533, policy version 1
- Record linked automaticallyadac412db62026-10-19 19:31:28, scoring_agentidentity id MBR-018089, confidence 1, method probabilistic, matched record PRV-24823, policy version 1