Record, CLM, bronze and silver
CLM-423061
Received 2026-04-05T15:37:46Z, line 80,716 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 | GORDON | Gordon | Changed |
| Date of birth | 11/01/1970 | 1970-11-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | •••-••-8309 | •••-••-8309 | Unchanged |
| Phone | +1 499 664 7707 | 4996647707 | Parsed |
| null | — | Cleared | |
| Address | NULL·· | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-4887 | GRP-4887 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- judy|gordon
- Address key
- —
- Canonical first
- judy
Quality flags
5 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
- 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-26813 | 1.00 | Scored | — | Auto-linked |
| ENR-130186 | 0.98 | Scored | — | Auto-linked |
| CLM-423060 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000089
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Gordon, 1970-11-01, 4 records, Verified
Evidence
Matched against PRV-26813
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya9a38b70ba2026-10-22 12:43:51, scoring_agentidentity id MBR-000089, confidence 1, method probabilistic, matched record PRV-26813, policy version 1
- Record linked automaticallyf905bcadc02026-10-19 19:54:38, scoring_agentidentity id MBR-000089, confidence 1, method probabilistic, matched record PRV-26813, policy version 1
- Record linked automaticallyc53d35f9632026-10-19 19:52:08, scoring_agentidentity id MBR-000089, confidence 1, method probabilistic, matched record PRV-26813, policy version 1
- Record linked automatically1c8ca912e92026-10-19 19:45:41, scoring_agentidentity id MBR-000089, confidence 1, method probabilistic, matched record PRV-26813, policy version 1
- Record linked automaticallyacf6ab11302026-10-19 19:32:30, scoring_agentidentity id MBR-000089, confidence 1, method probabilistic, matched record PRV-26813, policy version 1
- Record linked automatically3ff03f62c62026-10-19 19:31:28, scoring_agentidentity id MBR-023863, confidence 1, method probabilistic, matched record TPA-60150, policy version 1