Record, TPA, bronze and silver
TPA-59515
Received 2026-04-18T13:08:42Z, line 1,919 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | duncan | Duncan | Changed |
| Date of birth | 5/5/1946 | 1946-05-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-6878 | •••-••-6878 | Unchanged |
| Phone | 793-988-1837 | 7939881837 | Parsed |
| -·· | — | Cleared | |
| Address | 7012 Central Avenue | 7012 Central Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85231 | 85231 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- heather|duncan
- Address key
- 7012|central|85231
- Canonical first
- heather
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
- 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
- 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-421662 | 1.00 | Scored | — | Auto-linked |
| CLM-421661 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59516 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008830
- Method
- Scored
- Confidence
- 1.00
- 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 |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically8628fd2dbc2026-10-19 19:54:38, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automatically0a2b45bb282026-10-19 19:52:09, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automaticallya09331ea092026-10-19 19:45:42, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automatically5beb9d21eb2026-10-19 19:32:31, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1