Record, TPA, bronze and silver
TPA-58900
Received 2026-03-23T12:47:14Z, line 78,746 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 | MARIA | Maria | Changed |
| Middle | E | E | Unchanged |
| Last name | WELLS | Wells | Changed |
| Date of birth | 1946-03-19·· | 1946-03-19 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-4496 | •••-••-4496 | Unchanged |
| Phone | 730.653.4530 | 7306534530 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7304 Mountain View Drive | 7304 Mountain View Dr | Changed |
| City | ·Phoenix | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85099 | 85099 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- maria|wells
- Address key
- 7304|mountain view|85099
- Canonical first
- maria
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-126588 | 0.88 | Scored | — | Auto-linked |
| CLM-420222 | 0.88 | Scored | — | Auto-linked |
| TPA-58899 | 0.81 | Scored | — | Sent to steward |
| CLM-420223 | 0.81 | Scored | — | Sent to steward |
| CLM-402322 | 0.67 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018346
- Method
- Scored
- Confidence
- 0.88
- Rule
- weighted score, no rule
Golden record: Maria Wells, 1945-03-19, 5 records, Verified
Evidence
Matched against CLM-420222
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb621bb16982026-10-22 12:43:54, scoring_agentidentity id MBR-018346, confidence 0.875, method probabilistic, matched record CLM-420222, policy version 1
- Record linked automatically0f1e20675d2026-10-19 19:54:38, scoring_agentidentity id MBR-018346, confidence 0.875, method probabilistic, matched record CLM-420222, policy version 1
- Record linked automatically19d31b99802026-10-19 19:52:09, scoring_agentidentity id MBR-018346, confidence 0.875, method probabilistic, matched record CLM-420222, policy version 1
- Record linked automaticallyc2745968c02026-10-19 19:45:42, scoring_agentidentity id MBR-018346, confidence 0.875, method probabilistic, matched record CLM-420222, policy version 1
- Record linked automatically9b9f1cd0582026-10-19 19:32:31, scoring_agentidentity id MBR-018346, confidence 0.875, method probabilistic, matched record CLM-420222, policy version 1
- Record linked automatically92883e87572026-10-19 19:31:28, scoring_agentidentity id MBR-006613, confidence 1, method probabilistic, matched record ENR-126784, policy version 1