Record, TPA, bronze and silver
TPA-58912
Received 2026-02-20T08:14:44Z, line 48,251 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 | Valdez, Billy | Billy | Changed |
| Middle | N | N | Unchanged |
| Last name | ·· | Valdez | Changed |
| Date of birth | 12/2/1968 | 1968-12-02 | Parsed |
| Gender | Female·· | F | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | (454) 832-3745 | 4548323745 | Parsed |
| null | — | Cleared | |
| Address | 1459 Hillcrest Rd | 1459 Hillcrest Rd | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | Arizona·· | AZ | Changed |
| ZIP | 85310 | 85310 | Unchanged |
| Group | null | — | Cleared |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.50
- Name key
- william|valdez
- Address key
- 1459|hillcrest|85310
- Canonical first
- william
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-26008 | 1.00 | Scored | — | Auto-linked |
| CLM-420268 | 1.00 | Scored | — | Auto-linked |
| PRV-26009 | 1.00 | Scored | — | Auto-linked |
| CLM-420267 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004510
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Valdez, 1968-12-02, 5 records, Verified
Evidence
Matched against PRV-26009
| 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
5 hash-chained entries for this record
- Record linked automatically7429ac4ac92026-10-19 19:54:38, scoring_agentidentity id MBR-004510, confidence 1, method probabilistic, matched record PRV-26009, policy version 1
- Record linked automaticallyf19bf100f62026-10-19 19:52:08, scoring_agentidentity id MBR-004510, confidence 1, method probabilistic, matched record PRV-26009, policy version 1
- Record linked automatically778e52fe1e2026-10-19 19:45:42, scoring_agentidentity id MBR-004510, confidence 1, method probabilistic, matched record PRV-26009, policy version 1
- Record linked automatically971048bd752026-10-19 19:32:31, scoring_agentidentity id MBR-004510, confidence 1, method probabilistic, matched record PRV-26009, policy version 1
- Record linked automaticallya6df8a76a22026-10-19 19:31:28, scoring_agentidentity id MBR-001804, confidence 1, method probabilistic, matched record CLM-420429, policy version 1