Record, TPA, bronze and silver
TPA-62249
Received 2026-06-17T19:42:05Z, line 4,001 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 | GARY Z | Gary | Changed |
| Middle | — | Z | Changed |
| Last name | BURNS | Burns | Changed |
| Date of birth | 11/19/84 | 1984-11-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | 17963136037 | 7963136037 | Parsed |
| N/A | — | Cleared | |
| Address | 5738 Meadow Lane | 5738 Meadow Ln | Changed |
| City | Mesa·· | Mesa | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85253 | 85253 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.48
- Name key
- gary|burns
- Address key
- 5738|meadow|85253
- Canonical first
- gary
Quality flags
8 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| CLM-427750 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033493
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gary Burns, 1984-11-19, 2 records, Verified
Evidence
Matched against CLM-427750
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf8b8d5fc582026-10-19 19:54:38, scoring_agentidentity id MBR-033493, confidence 1, method probabilistic, matched record CLM-427750, policy version 1
- Record linked automatically55c8f313802026-10-19 19:52:09, scoring_agentidentity id MBR-033493, confidence 1, method probabilistic, matched record CLM-427750, policy version 1
- Record linked automatically1d872628b92026-10-19 19:45:42, scoring_agentidentity id MBR-033493, confidence 1, method probabilistic, matched record CLM-427750, policy version 1
- Record linked automaticallyd7877d08852026-10-19 19:32:31, scoring_agentidentity id MBR-033493, confidence 1, method probabilistic, matched record CLM-427750, policy version 1
- Record linked automatically0dd1c4549c2026-10-19 19:31:28, scoring_agentidentity id MBR-018108, confidence 1, method probabilistic, matched record ENR-136835, policy version 1