Record, CLM, bronze and silver
CLM-421662
Received 2026-01-30T03:59:24Z, line 91,364 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Duncan, Heather | Heather | Changed |
| Middle | ·F | F | Changed |
| Last name | — | Duncan | Changed |
| Date of birth | 1946-05-05 | 1946-05-05 | Unchanged |
| Gender | ·N/A | — | Cleared |
| Member ID | UHC-86333-10 | UHC-86333-10 | Unchanged |
| SSN | -·· | — | Cleared |
| Phone | 7939881837 | 7939881837 | Unchanged |
| HEATHER.DUNCAN@PROTON.ME | heather.duncan@proton.me | Changed | |
| Address | 7012 CENTRAL AVE | 7012 Central Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85231 | 85231 | Unchanged |
| Group | GRP-8429 | GRP-8429 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- heather|duncan
- Address key
- 7012|central|85231
- Canonical first
- heather
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-59515 | 1.00 | Scored | — | Auto-linked |
| CLM-421661 | 1.00 | Scored | — | 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 TPA-59515
| 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
5 hash-chained entries for this record
- Record linked automaticallye05765b58a2026-10-19 19:54:38, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record TPA-59515, policy version 1
- Record linked automatically9dffa41ede2026-10-19 19:52:09, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record TPA-59515, policy version 1
- Record linked automatically32539b245c2026-10-19 19:45:42, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record TPA-59515, policy version 1
- Record linked automaticallyaa14c1e0c62026-10-19 19:32:31, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record TPA-59515, policy version 1
- Record linked automatically54283592ab2026-10-19 19:31:28, scoring_agentidentity id MBR-010271, confidence 1, method probabilistic, matched record TPA-59453, policy version 1