Record, TPA, bronze and silver
TPA-51731
Received 2026-05-14T22:02:19Z, line 13,386 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 | JUSTIN | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | KNIGHT | Knight | Changed |
| Date of birth | 1998-02-03 | 1998-02-03 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 713.491.8314 | 7134918314 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8250 Willow Court | 8250 Willow Ct | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | - | — | Cleared |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- justin|knight
- Address key
- 8250|willow|fresno
- Canonical first
- justin
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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-404003 | 0.93 | Scored | — | Auto-linked |
| ENR-105218 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030707
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Justin Knight, 1998-02-03, 3 records, Verified
Evidence
Matched against CLM-404003
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically9f592fec362026-10-22 12:43:54, scoring_agentidentity id MBR-030707, confidence 0.925, method probabilistic, matched record CLM-404003, policy version 1
- Record linked automatically3a841fe6142026-10-19 19:54:38, scoring_agentidentity id MBR-030707, confidence 0.925, method probabilistic, matched record CLM-404003, policy version 1
- Record linked automatically3eab7827e52026-10-19 19:52:09, scoring_agentidentity id MBR-030707, confidence 0.925, method probabilistic, matched record CLM-404003, policy version 1
- Record linked automatically793afe42252026-10-19 19:45:42, scoring_agentidentity id MBR-030707, confidence 0.925, method probabilistic, matched record CLM-404003, policy version 1
- Record linked automatically7e9cae520d2026-10-19 19:32:31, scoring_agentidentity id MBR-030707, confidence 0.925, method probabilistic, matched record CLM-404003, policy version 1
- Record linked automatically2c0031063b2026-10-19 19:31:28, scoring_agentidentity id MBR-002747, confidence 1, method probabilistic, matched record CLM-403866, policy version 1