Record, TPA, bronze and silver
TPA-58158
Received 2026-02-14T07:39:27Z, line 19,342 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 | ISSABELLA | Issabella | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 02-08-1967 | 1967-08-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | (481) 626-2445 | 4816262445 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ·CORE-HMO | CORE-HMO | Changed |
- Quality score
- 0.92
- Name key
- issabella|mcdonald
- Address key
- —
- Canonical first
- issabella
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-418497 | 0.99 | Scored | — | Auto-linked |
| ENR-124358 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012971
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Isabella McDonald, 1967-08-02, 3 records, Verified
Evidence
Matched against CLM-418497
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallyf32ccd11652026-10-19 19:54:38, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record CLM-418497, policy version 1
- Record linked automaticallye7e575e5b12026-10-19 19:52:09, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record CLM-418497, policy version 1
- Record linked automatically9209585f5c2026-10-19 19:45:42, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record CLM-418497, policy version 1
- Record linked automatically8ce471f15f2026-10-19 19:32:31, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record CLM-418497, policy version 1