Record, TPA, bronze and silver
TPA-59946
Received 2026-02-26T11:01:42Z, line 30,665 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 | Miller, William | William | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Miller | Changed |
| Date of birth | 1998-08-23 | 1998-08-23 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (406) 291-1484 | 4062911484 | Parsed |
| WILLIAM.MILLER41@GMAIL.COM | william.miller41@gmail.com | Changed | |
| Address | 2824 Grand Avenue | 2824 Grand Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33161-7641 | 33161 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- william|miller
- Address key
- 2824|grand|33161
- Canonical first
- william
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
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Email lower-casedEmail lower-cased
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016010
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: William Miller, 1998-08-23, 3 records, Verified
Evidence
Matched against TPA-59945
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automaticallyc03c7f020f2026-10-19 19:54:38, scoring_agentidentity id MBR-016010, confidence 1, method probabilistic, matched record TPA-59945, policy version 1
- Record linked automatically6f7a77f2b52026-10-19 19:52:09, scoring_agentidentity id MBR-016010, confidence 1, method probabilistic, matched record TPA-59945, policy version 1
- Record linked automatically8bb471a7462026-10-19 19:45:42, scoring_agentidentity id MBR-016010, confidence 1, method probabilistic, matched record TPA-59945, policy version 1
- Record linked automatically5fb47c14a72026-10-19 19:32:31, scoring_agentidentity id MBR-016010, confidence 1, method probabilistic, matched record TPA-59945, policy version 1