Record, TPA, bronze and silver
TPA-57412
Received 2026-02-11T13:51:35Z, line 90,241 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | ELLIOTT | Elliott | Changed |
| Date of birth | Dec 8, 1984 | 1984-12-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-1549 | •••-••-1549 | Unchanged |
| Phone | 984-290-8816 | 9842908816 | Parsed |
| null | — | Cleared | |
| Address | 5553 Lake View Rd | 5553 Lake View Rd | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85253 | 85253 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- marilyn|elliott
- Address key
- 5553|lake view|85253
- Canonical first
- marilyn
Quality flags
6 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-416813 | 0.99 | Scored | — | Auto-linked |
| ENR-122076 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012262
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Marilyn Ellitot, 1984-12-08, 3 records, Verified
Evidence
Matched against CLM-416813
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0df6920f5f2026-10-22 12:43:54, scoring_agentidentity id MBR-012262, confidence 0.994, method probabilistic, matched record CLM-416813, policy version 1
- Record linked automaticallyb7a9467bb42026-10-19 19:54:38, scoring_agentidentity id MBR-012262, confidence 0.994, method probabilistic, matched record CLM-416813, policy version 1
- Record linked automatically5afa315fd82026-10-19 19:52:09, scoring_agentidentity id MBR-012262, confidence 0.994, method probabilistic, matched record CLM-416813, policy version 1
- Record linked automaticallyd3c987e04a2026-10-19 19:45:42, scoring_agentidentity id MBR-012262, confidence 0.994, method probabilistic, matched record CLM-416813, policy version 1
- Record linked automaticallyb8a2c455c22026-10-19 19:32:31, scoring_agentidentity id MBR-012262, confidence 0.994, method probabilistic, matched record CLM-416813, policy version 1
- Record linked automatically6728dec6562026-10-19 19:31:28, matching_agentidentity id MBR-041638, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-122192