Record, CLM, bronze and silver
CLM-430999
Received 2026-03-08T00:17:33Z, line 74,667 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 | ·04/05/39 | 1939-04-05 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-16714-15 | UHC-16714-15 | Unchanged |
| SSN | •••-••-7253 | •••-••-7253 | Unchanged |
| Phone | (607) 556-4845 | 6075564845 | Parsed |
| - | — | Cleared | |
| Address | 9763 HARBOR BLVD | 9763 Harbor Blvd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75089 | 75089 | Unchanged |
| Group | GRP-4578 | GRP-4578 | Unchanged |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.62
- Name key
- judy|oliver
- Address key
- 9763|harbor|75089
- Canonical first
- judy
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-63698 | 1.00 | Scored | — | Auto-linked |
| CLM-431000 | 0.99 | Rule | D1 member id + dob exact | 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 |
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
5 hash-chained entries for this record
- Record linked automatically89bfa5e4992026-10-22 12:43:54, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automaticallya6608da7802026-10-19 19:54:38, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automaticallybfaa691bf32026-10-19 19:52:09, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automatically3dc534ec232026-10-19 19:45:42, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1
- Record linked automaticallydd9d67a7742026-10-19 19:32:31, scoring_agentidentity id MBR-015475, confidence 1, method probabilistic, matched record TPA-63698, policy version 1