Record, CLM, bronze and silver
CLM-431000
Received 2026-07-14T10:57:52Z, line 65,750 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 | JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | OLIVER | Oliver | Changed |
| Date of birth | 1939-04-05 | 1939-04-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC1671415 | UHC-16714-15 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 6075564845 | 6075564845 | Unchanged |
| NULL | — | Cleared | |
| Address | 9763 HARBOR BLVD | 9763 Harbor Blvd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75089 | 75089 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- judy|oliver
- Address key
- 9763|harbor|75089
- Canonical first
- judy
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-63698 | 1.00 | Scored | — | Auto-linked |
| ENR-140715 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431001 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430999 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015475
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Oliver, 1939-04-05, 5 records, Verified
Evidence
Matched against TPA-63698
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3589baab152026-10-22 12:43:54, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automatically75dbcfa79d2026-10-19 19:54:38, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automatically4cbf03b92b2026-10-19 19:52:09, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automatically7bf05a14502026-10-19 19:45:42, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automatically2caa1b0c762026-10-19 19:32:31, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automaticallyd0758b43e22026-10-19 19:31:28, matching_agentidentity id MBR-001539, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140912