Record, CLM , bronze and silver
CLM-406218
Received 2026-05-12T13:19:33Z, line 2,862 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | FRANK | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | ARMSTRONG | Armstrong | Changed |
| Date of birth | Nov 7, 1977 | 1977-11-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-73728-14 | UHC-73728-14 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 479-722-8556 | 4797228556 | Parsed |
| N/A | — | Cleared | |
| Address | 8373 Mesa Drive·· | 8373 Mesa Dr | Changed |
| City | Seattle | Seattle | Unchanged |
| State | WA | WA | Unchanged |
| ZIP | 98100 | 98100 | Unchanged |
| Group | GRP-4697 | GRP-4697 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.76
- Name key
- frank|armstrong
- Address key
- 8373|mesa|98100
- Canonical first
- frank
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 |
|---|---|---|---|---|
| TPA-52759 | 1.00 | Scored | — | Auto-linked |
| CLM-406219 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108177 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406217 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008805
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Armstrong, 1977-11-07, 5 records, Verified
Evidence
Matched against TPA-52759
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically8c417011232026-10-19 19:54:38, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automatically5dddbeb8272026-10-19 19:52:09, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automatically16fc02db482026-10-19 19:45:42, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automatically4f37deb0062026-10-19 19:32:31, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automaticallycb04ef14222026-10-19 19:31:28, matching_agentidentity id MBR-000287, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108148