Record, TPA, bronze and silver
TPA-59516
Received 2026-07-24T19:43:44Z, line 33,293 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 | Heather | Heather | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Duncan | Duncan | Unchanged |
| Date of birth | 1946-05-05 | 1946-05-05 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | ·- | — | Cleared |
| ·NULL | — | Cleared | |
| Address | 7012 Central Avenue | 7012 Central Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | -·· | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- heather|duncan
- Address key
- 7012|central|mesa
- Canonical first
- heather
Quality flags
5 raised during normalisation
- 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
- 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-421661 | 0.93 | Scored | — | Auto-linked |
| CLM-421662 | 0.93 | Scored | — | Auto-linked |
| TPA-59515 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008830
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Heather Duncan, 1946-05-05, 4 records, Verified
Evidence
Matched against CLM-421662
| 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
5 hash-chained entries for this record
- Record linked automaticallyc6bb53164d2026-10-19 19:54:38, scoring_agentidentity id MBR-008830, confidence 0.925, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automaticallyb73ce89d1d2026-10-19 19:52:09, scoring_agentidentity id MBR-008830, confidence 0.925, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automatically461f8064df2026-10-19 19:45:42, scoring_agentidentity id MBR-008830, confidence 0.925, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automatically0fb4e801372026-10-19 19:32:31, scoring_agentidentity id MBR-008830, confidence 0.925, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automaticallyc9bce7e6cc2026-10-19 19:31:28, scoring_agentidentity id MBR-011166, confidence 1, method probabilistic, matched record CLM-421787, policy version 1