Record, TPA, bronze and silver
TPA-55476
Received 2026-09-26T02:43:42Z, line 1,839 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 | McDonald, Maria | Maria | Changed |
| Middle | — | — | Unchanged |
| Last name | — | McDonald | Changed |
| Date of birth | 20080624 | 2008-06-24 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 788-894-1751 | 7888941751 | Parsed |
| NULL | — | Cleared | |
| Address | 8439 ELM STREET | 8439 Elm St | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77044 | 77044 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- maria|mcdonald
- Address key
- 8439|elm|77044
- Canonical first
- maria
Quality flags
8 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
- 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-412434 | 1.00 | Scored | — | Auto-linked |
| PRV-23595 | 1.00 | Scored | — | Auto-linked |
| CLM-412435 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025918
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Maria McDonald, 2008-06-24, 3 records, Verified
Evidence
Matched against CLM-412434
| 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
5 hash-chained entries for this record
- Record linked automatically7067ef7ac22026-10-19 19:54:38, scoring_agentidentity id MBR-025918, confidence 1, method probabilistic, matched record CLM-412434, policy version 1
- Record linked automatically83775fe6be2026-10-19 19:52:09, scoring_agentidentity id MBR-025918, confidence 1, method probabilistic, matched record CLM-412434, policy version 1
- Record linked automatically21d21d9af42026-10-19 19:45:42, scoring_agentidentity id MBR-025918, confidence 1, method probabilistic, matched record CLM-412434, policy version 1
- Record linked automatically40008022d92026-10-19 19:32:31, scoring_agentidentity id MBR-025918, confidence 1, method probabilistic, matched record CLM-412434, policy version 1
- Record linked automatically767bd328f62026-10-19 19:31:28, scoring_agentidentity id MBR-014600, confidence 0.992, method probabilistic, matched record ENR-116439, policy version 1