Record, TPA, bronze and silver
TPA-57585
Received 2026-09-03T00:40:11Z, line 57,520 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 | MAK | Mak | Changed |
| Middle | — | — | Unchanged |
| Last name | HAWKINS | Hawkins | Changed |
| Date of birth | 02/22/73 | 1973-02-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | ·NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 1648 MAIN STREET | 1648 Main St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85289-7407 | 85289 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- mak|hawkins
- Address key
- 1648|main|85289
- Canonical first
- mak
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| TPA-57584 | 0.99 | Scored | — | Auto-linked |
| CLM-417198 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028537
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Mak Hawkins, 1973-02-22, 2 records, Verified
Evidence
Matched against TPA-57584
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically0f33e569312026-10-19 19:54:38, scoring_agentidentity id MBR-028537, confidence 0.99, method probabilistic, matched record TPA-57584, policy version 1
- Record linked automatically6d997225cc2026-10-19 19:52:09, scoring_agentidentity id MBR-028537, confidence 0.99, method probabilistic, matched record TPA-57584, policy version 1
- Record linked automaticallyc26746ca232026-10-19 19:45:42, scoring_agentidentity id MBR-028537, confidence 0.99, method probabilistic, matched record TPA-57584, policy version 1
- Record linked automaticallydfd91c18fd2026-10-19 19:32:31, scoring_agentidentity id MBR-028537, confidence 0.99, method probabilistic, matched record TPA-57584, policy version 1