Record, TPA, bronze and silver
TPA-59610
Received 2026-07-12T19:05:35Z, line 7,414 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 | Emily | Emily | Unchanged |
| Middle | A | A | Unchanged |
| Last name | Ross | Ross | Unchanged |
| Date of birth | 12-05-1951 | 1951-05-12 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | ·- | — | Cleared |
| Phone | (754) 443-1760 | 7544431760 | Parsed |
| N/A | — | Cleared | |
| Address | 8776 Main Street | 8776 Main St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33684·· | 33684 | Changed |
| Group | GRP-3228 | GRP-3228 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- emily|ross
- Address key
- 8776|main|33684
- Canonical first
- emily
Quality flags
7 raised during normalisation
- 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 |
|---|---|---|---|---|
| PRV-26451 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037850
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Ross, 1951-05-12, 2 records, Verified
Evidence
Matched against PRV-26451
| 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 automaticallyb058582abc2026-10-22 12:43:55, scoring_agentidentity id MBR-037850, confidence 1, method probabilistic, matched record PRV-26451, policy version 1
- Record linked automaticallyde2b5a9cef2026-10-19 19:54:39, scoring_agentidentity id MBR-037850, confidence 1, method probabilistic, matched record PRV-26451, policy version 1
- Record linked automatically8fc0786c5a2026-10-19 19:52:09, scoring_agentidentity id MBR-037850, confidence 1, method probabilistic, matched record PRV-26451, policy version 1
- Record linked automatically3c403b39642026-10-19 19:45:42, scoring_agentidentity id MBR-037850, confidence 1, method probabilistic, matched record PRV-26451, policy version 1
- Record linked automatically4d5b50945c2026-10-19 19:32:31, scoring_agentidentity id MBR-037850, confidence 1, method probabilistic, matched record PRV-26451, policy version 1
- Record linked automaticallyfbf9e6cb822026-10-19 19:31:28, scoring_agentidentity id MBR-009007, confidence 1, method probabilistic, matched record TPA-59608, policy version 1