Record, TPA, bronze and silver
TPA-54594
Received 2026-05-29T16:56:49Z, line 25,882 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 | Marilyn | Marilyn | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hilll | Hilll | Unchanged |
| Date of birth | 1991-04-08 | 1991-04-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 278.658.3127 | 2786583127 | Parsed |
| - | — | Cleared | |
| Address | 8995 Desert Sky Boulevard | 8995 Desert Sky Blvd | Changed |
| City | ·Tucson | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85792-2420 | 85792 | Changed |
| Group | GRP-6054·· | GRP-6054 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- marilyn|hilll
- Address key
- 8995|desert sky|85792
- Canonical first
- marilyn
Quality flags
6 raised during normalisation
- 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
- 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-113759 | 0.99 | Scored | — | Auto-linked |
| CLM-410480 | 0.99 | Scored | — | Auto-linked |
| CLM-410478 | 0.99 | Scored | — | Auto-linked |
| TPA-54595 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008115
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Marilyn Hill, 1991-04-08, 6 records, Verified
Evidence
Matched against ENR-113759
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically1275002e812026-10-19 19:54:38, scoring_agentidentity id MBR-008115, confidence 0.992, method probabilistic, matched record ENR-113759, policy version 1
- Record linked automaticallye5398d61af2026-10-19 19:52:09, scoring_agentidentity id MBR-008115, confidence 0.992, method probabilistic, matched record ENR-113759, policy version 1
- Record linked automatically1407f20a412026-10-19 19:45:42, scoring_agentidentity id MBR-008115, confidence 0.992, method probabilistic, matched record ENR-113759, policy version 1
- Record linked automaticallyc5e5df2c622026-10-19 19:32:31, scoring_agentidentity id MBR-008115, confidence 0.992, method probabilistic, matched record ENR-113759, policy version 1