Record, TPA, bronze and silver
TPA-58311
Received 2026-07-08T11:15:08Z, line 61,990 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 | ·JAKE | Jake | Changed |
| Middle | — | — | Unchanged |
| Last name | MDINA | Mdina | Changed |
| Date of birth | Aug 23, 1968 | 1968-08-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (695) 461-5616 | 6954615616 | Parsed |
| jacob.medina@hotmail.com·· | jacob.medina@hotmail.com | Changed | |
| Address | 8514 Park Place·· | 8514 Park Pl | Changed |
| City | Tempe·· | Tempe | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85243-1970 | 85243 | Changed |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.46
- Name key
- jacob|mdina
- Address key
- 8514|park|85243
- Canonical first
- jacob
Quality flags
9 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-58312 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037738
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Jacob Medina, 1968-08-23, 2 records, Verified
Evidence
Matched against TPA-58312
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically3e99293f4d2026-10-19 19:54:39, scoring_agentidentity id MBR-037738, confidence 0.992, method probabilistic, matched record TPA-58312, policy version 1
- Record linked automaticallyf735a6ee502026-10-19 19:52:09, scoring_agentidentity id MBR-037738, confidence 0.992, method probabilistic, matched record TPA-58312, policy version 1
- Record linked automaticallyee471904e12026-10-19 19:45:42, scoring_agentidentity id MBR-037738, confidence 0.992, method probabilistic, matched record TPA-58312, policy version 1
- Record linked automaticallybf90d8e6d52026-10-19 19:32:31, scoring_agentidentity id MBR-037738, confidence 0.992, method probabilistic, matched record TPA-58312, policy version 1