Record, CLM, bronze and silver
CLM-423917
Received 2026-07-14T17:03:09Z, line 30,647 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 | LISA | Lisa | Changed |
| Middle | — | — | Unchanged |
| Last name | WONG | Wong | Changed |
| Date of birth | Sep 13, 1966 | 1966-09-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1871 | •••-••-1871 | Unchanged |
| Phone | ···· | — | Unchanged |
| NULL | — | Cleared | |
| Address | 6788 Oak St | 6788 Oak St | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85722 | 85722 | Unchanged |
| Group | GRP-9146 | GRP-9146 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- lisa|wong
- Address key
- 6788|oak|85722
- Canonical first
- lisa
Quality flags
4 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)
- 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-27056 | 0.98 | Scored | — | Auto-linked |
| ENR-131291 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018974
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lisa Wong, 1966-09-13, 3 records, Verified
Evidence
Matched against PRV-27056
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 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 automatically75618b494b2026-10-19 19:54:38, scoring_agentidentity id MBR-018974, confidence 0.983, method probabilistic, matched record PRV-27056, policy version 1
- Record linked automaticallyc01509f8a72026-10-19 19:52:09, scoring_agentidentity id MBR-018974, confidence 0.983, method probabilistic, matched record PRV-27056, policy version 1
- Record linked automatically80cb0b715f2026-10-19 19:45:42, scoring_agentidentity id MBR-018974, confidence 0.983, method probabilistic, matched record PRV-27056, policy version 1
- Record linked automaticallyc29bf096a62026-10-19 19:32:31, scoring_agentidentity id MBR-018974, confidence 0.983, method probabilistic, matched record PRV-27056, policy version 1
- Record linked automatically316a76dd612026-10-19 19:31:28, matching_agentidentity id MBR-007565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131465