Record, CLM, bronze and silver
CLM-404390
Received 2026-02-01T08:47:33Z, line 73,272 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 | JOE | Joe | Changed |
| Middle | M | M | Unchanged |
| Last name | FLORES | Flores | Changed |
| Date of birth | 12/18/1977 | 1977-12-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-45040-71 | UHC-45040-71 | Unchanged |
| SSN | •••-••-3666 | •••-••-3666 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 8481 River Road | 8481 River Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75008-2846 | 75008 | Changed |
| Group | GRP-9680 | GRP-9680 | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.64
- Name key
- joseph|flores
- Address key
- 8481|river|75008
- Canonical first
- joseph
Quality flags
6 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)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-21258 | 1.00 | Scored | — | Auto-linked |
| CLM-404391 | 0.99 | Scored | — | Auto-linked |
| ENR-105812 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009435
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Flores, 1977-12-18, 4 records, Verified
Evidence
Matched against PRV-21258
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically64f3882a452026-10-19 19:54:38, scoring_agentidentity id MBR-009435, confidence 1, method probabilistic, matched record PRV-21258, policy version 1
- Record linked automaticallyabea7b24b72026-10-19 19:52:09, scoring_agentidentity id MBR-009435, confidence 1, method probabilistic, matched record PRV-21258, policy version 1
- Record linked automaticallyd15b9e50222026-10-19 19:45:42, scoring_agentidentity id MBR-009435, confidence 1, method probabilistic, matched record PRV-21258, policy version 1
- Record linked automatically46bf62f9bf2026-10-19 19:32:31, scoring_agentidentity id MBR-009435, confidence 1, method probabilistic, matched record PRV-21258, policy version 1
- Record linked automaticallya5e6dc24822026-10-19 19:31:28, matching_agentidentity id MBR-027282, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105707