Record, CLM, bronze and silver
CLM-426643
Received 2026-04-05T04:38:49Z, line 77,174 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 | Richards, Nancy | Nancy | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Richards | Changed |
| Date of birth | 1948-06-12 | 1948-06-12 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-93715-49 | UHC-93715-49 | Unchanged |
| SSN | null·· | — | Cleared |
| Phone | (812) 956-6702 | 8129566702 | Parsed |
| — | — | Unchanged | |
| Address | ·8910 Mountain View Drive Apt 19 | 8910 Mountain View Dr Apt 19 | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75234 | 75234 | Unchanged |
| Group | - | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.52
- Name key
- nancy|richards
- Address key
- 8910|mountain view|75234
- Canonical first
- nancy
Quality flags
6 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-426642 | 1.00 | Scored | — | Auto-linked |
| PRV-27853 | 1.00 | Scored | — | Auto-linked |
| TPA-61769 | 0.99 | Scored | — | Auto-linked |
| TPA-61770 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61768 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011033
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nancy Richards, 1948-06-12, 6 records, Verified
Evidence
Matched against CLM-426642
| 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 automatically2a7e2133b32026-10-19 19:54:38, scoring_agentidentity id MBR-011033, confidence 1, method probabilistic, matched record CLM-426642, policy version 1
- Record linked automatically1e95dcb1672026-10-19 19:52:09, scoring_agentidentity id MBR-011033, confidence 1, method probabilistic, matched record CLM-426642, policy version 1
- Record linked automatically34e59db26f2026-10-19 19:45:42, scoring_agentidentity id MBR-011033, confidence 1, method probabilistic, matched record CLM-426642, policy version 1
- Record linked automaticallya5f400bbb02026-10-19 19:32:31, scoring_agentidentity id MBR-011033, confidence 1, method probabilistic, matched record CLM-426642, policy version 1
- Record linked automatically0a172f97472026-10-19 19:31:28, scoring_agentidentity id MBR-035333, confidence 1, method probabilistic, matched record CLM-426642, policy version 1