Record, CLM, bronze and silver
CLM-431281
Received 2026-07-07T16:23:53Z , line 65,600 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Ramos, Hananh | Hananh | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramos | Changed |
| Date of birth | 1952-09-18 | 1952-09-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-51097-46 | UHC-51097-46 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 571-715-9596 | 5717159596 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8140 Broadway | 8140 Broadway | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.66
- Name key
- hananh|ramos
- Address key
- 8140|broadway|tempe
- Canonical first
- hananh
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| TPA-63818 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431279 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141071 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431280 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009209
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Hannah Ramos, 1952-09-18, 5 records, Verified
Evidence
Matched against TPA-63818
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically5b1b59fd6b2026-10-22 12:43:54, matching_agentidentity id MBR-009209, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63818
- Record linked automatically4fa71692702026-10-19 19:54:38, matching_agentidentity id MBR-009209, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63818
- Record linked automatically918c2c55bd2026-10-19 19:52:09, matching_agentidentity id MBR-009209, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63818
- Record linked automatically0bd323015c2026-10-19 19:45:42, matching_agentidentity id MBR-009209, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63818
- Record linked automaticallyb4054d1ad12026-10-19 19:32:31, matching_agentidentity id MBR-009209, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63818
- Record linked automatically7e42c081892026-10-19 19:31:28, matching_agentidentity id MBR-006210, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141283