Record, CLM, bronze and silver
CLM-415553
Received 2026-02-02T23:03:02Z, line 54,048 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 | GREGORY | Gregory | Changed |
| Middle | — | — | Unchanged |
| Last name | HOWARD | Howard | Changed |
| Date of birth | Mar 20, 1941 | 1941-03-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-16734-85 | UHC-16734-85 | Unchanged |
| SSN | null | — | Cleared |
| Phone | (820) 243-9409 | 8202439409 | Parsed |
| NULL | — | Cleared | |
| Address | 101 Main Street | 101 Main St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85777 | 85777 | Unchanged |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- gregory|howard
- Address key
- 101|main|85777
- Canonical first
- gregory
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| PRV-24595 | 1.00 | Scored | — | Auto-linked |
| CLM-415552 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-120506 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415554 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001846
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gregory Howard, 1941-03-20, 5 records, Verified
Evidence
Matched against PRV-24595
| 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
6 hash-chained entries for this record
- Record linked automatically9ed4dcf0242026-10-22 12:43:53, scoring_agentidentity id MBR-001846, confidence 1, method probabilistic, matched record PRV-24595, policy version 1
- Record linked automaticallycd596d74802026-10-19 19:54:38, scoring_agentidentity id MBR-001846, confidence 1, method probabilistic, matched record PRV-24595, policy version 1
- Record linked automatically3686d84fa92026-10-19 19:52:08, scoring_agentidentity id MBR-001846, confidence 1, method probabilistic, matched record PRV-24595, policy version 1
- Record linked automatically4bb52087aa2026-10-19 19:45:41, scoring_agentidentity id MBR-001846, confidence 1, method probabilistic, matched record PRV-24595, policy version 1
- Record linked automaticallya1316374aa2026-10-19 19:32:31, scoring_agentidentity id MBR-001846, confidence 1, method probabilistic, matched record PRV-24595, policy version 1
- Record linked automatically42f7197d7e2026-10-19 19:31:28, scoring_agentidentity id MBR-013099, confidence 1, method probabilistic, matched record TPA-56755, policy version 1