Record, TPA, bronze and silver
TPA-55484
Received 2026-04-15T21:33:38Z, line 66,421 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 | Ward, Joseph | Joseph | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ward | Changed |
| Date of birth | 19570424 | 1957-04-24 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 513.406.1525 | 5134061525 | Parsed |
| NULL | — | Cleared | |
| Address | 6443 Bayshore Drive | 6443 Bayshore Dr | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85367 | 85367 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- joseph|ward
- Address key
- 6443|bayshore|85367
- Canonical first
- joseph
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
- 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
- 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-412454 | 1.00 | Scored | — | Auto-linked |
| ENR-116389 | 1.00 | Scored | — | Auto-linked |
| CLM-412453 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002436
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joey Ward, 1957-04-24, 4 records, Verified
Evidence
Matched against CLM-412453
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1be729473c2026-10-22 12:43:53, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record CLM-412453, policy version 1
- Record linked automatically93176ba0e52026-10-19 19:54:38, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record CLM-412453, policy version 1
- Record linked automatically0c8cae12022026-10-19 19:52:08, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record CLM-412453, policy version 1
- Record linked automatically89a338639c2026-10-19 19:45:41, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record CLM-412453, policy version 1
- Record linked automatically7cbfbcd6172026-10-19 19:32:31, scoring_agentidentity id MBR-002436, confidence 1, method probabilistic, matched record CLM-412453, policy version 1
- Record linked automatically6d823774882026-10-19 19:31:28, scoring_agentidentity id MBR-022519, confidence 1, method probabilistic, matched record ENR-116464, policy version 1