Record, CLM, bronze and silver
CLM-403201
Received 2026-10-18T12:19:41Z, line 35,413 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 | JOYCE | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | HUNT | Hunt | Changed |
| Date of birth | 08/26/1983 | 1983-08-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-86921-20 | UHC-86921-20 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (247) 711-2906 | 2477112906 | Parsed |
| ·· | — | Unchanged | |
| Address | 2307 Sage Court | 2307 Sage Ct | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85069 | 85069 | Unchanged |
| Group | ·GRP-9829 | GRP-9829 | Changed |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- joyce|hunt
- Address key
- 2307|sage|85069
- Canonical first
- joyce
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-20906 | 1.00 | Scored | — | Auto-linked |
| PRV-20905 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403202 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003277
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Hunt, 1983-08-26, 4 records, Verified
Evidence
Matched against PRV-20906
| 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 automatically31c6fe0b272026-10-19 19:54:38, scoring_agentidentity id MBR-003277, confidence 1, method probabilistic, matched record PRV-20906, policy version 1
- Record linked automatically6fc3dfb1792026-10-19 19:52:08, scoring_agentidentity id MBR-003277, confidence 1, method probabilistic, matched record PRV-20906, policy version 1
- Record linked automatically213e5a10572026-10-19 19:45:41, scoring_agentidentity id MBR-003277, confidence 1, method probabilistic, matched record PRV-20906, policy version 1
- Record linked automaticallyef783dc9822026-10-19 19:32:31, scoring_agentidentity id MBR-003277, confidence 1, method probabilistic, matched record PRV-20906, policy version 1
- Record linked automatically33480765742026-10-19 19:31:28, matching_agentidentity id MBR-000082, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104192