Record, CLM , bronze and silver
CLM-406332
Received 2026-05-06T17:32:36Z, line 75,752 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | RICHARDS | Richards | Changed |
| Middle | A. | A | Changed |
| Last name | BETTY | Betty | Changed |
| Date of birth | 1964-11-14 | 1964-11-14 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | (304) 474-0772·· | 3044740772 | Parsed |
| NULL | — | Cleared | |
| Address | 3269 Apache Blvd | 3269 Apache Blvd | Unchanged |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80269 | 80269 | Unchanged |
| Group | GRP-0795 | GRP-0795 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- richards|betty
- Address key
- 3269|apache|80269
- Canonical first
- richards
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-406333 | 0.98 | Scored | — | Auto-linked |
| ENR-108309 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015609
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Betty Richards, 1964-11-14, 4 records, Verified
Evidence
Matched against ENR-108309
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automaticallyf2688258e12026-10-22 12:43:54, scoring_agentidentity id MBR-015609, confidence 0.984, method probabilistic, matched record ENR-108309, policy version 1
- Record linked automatically8d1f439a5f2026-10-19 19:54:38, scoring_agentidentity id MBR-015609, confidence 0.984, method probabilistic, matched record ENR-108309, policy version 1
- Record linked automatically0e42e1ab3c2026-10-19 19:52:09, scoring_agentidentity id MBR-015609, confidence 0.984, method probabilistic, matched record ENR-108309, policy version 1
- Record linked automatically070bbd64762026-10-19 19:45:42, scoring_agentidentity id MBR-015609, confidence 0.984, method probabilistic, matched record ENR-108309, policy version 1
- Record linked automatically7c34b283972026-10-19 19:32:31, scoring_agentidentity id MBR-015609, confidence 0.984, method probabilistic, matched record ENR-108309, policy version 1
- Record linked automaticallyf354c382602026-10-19 19:31:28, matching_agentidentity id MBR-004848, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-108295